Public record
Software health reportschema 0.27.0 · metrics 2.5.0 · 2026-08-01 15:31 UTC

grafana / agento11y

Actually Useful Agent Observability

Go · Python · TypeScriptApache-2.0★ 53 stars⑂ 14 forkssince Mar 2026View on GitHub ↗
KindLibraryhow this is determined

grafana/agento11y holds a health index of 77 out of 100, placing it in the Good band. It scores highest on AI Readiness (93/100) and lowest on Security (19/100). It was last updated today. 2 contributors account for most of its recent work.

77
overall / 100
Good

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

77
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 66 is calibrated to 77 on the published index scale (record calibration 2026-08-02).

Ownership

Grafana LabsOrganization
7,140 followers587 public repossince Apr 2014

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/grafana/agento11y/gov0.15.0-1611 days ago
npm@grafana/agento11y0.9.01,597210 days ago
npm@grafana/agento11y-core0.9.0373210 days ago
PyPIagento11y0.12.01,40424 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

87Excellent · 21% of overall

Development activity

79Good
How it's scored
36/36Push recency — last push 0 days ago
17.3/36Commit cadence — 25/52 weeks with commits
18/18Commit volume — 628 commits in the last year
0/10OpenSSF Scorecard: Maintained — no data
Inputs used
commits_last_year628
human_commit_share0.71
days_since_last_push0
active_weeks_last_year25

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 12 releases published
36/36Release recency — latest release 3 days ago
27/27Release cadence — a release every ~4.7 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count12
latest_release_tagplugins/agento11y/v0.22.0
releases_from_tagsno
days_since_latest_release3
mean_days_between_releases4.7

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

52Moderate · 17% of overall

Popularity & adoption

37Weak
How it's scored
27.8/60Stars — 53 stars
9.3/25Forks — 14 forks
0/15Watchers — 1 watchers
Inputs used
forks14
stars53
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

65Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
0/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges—
has_contributingno
has_issue_templateno
has_code_of_conductyes
readme_badge_services—
has_pull_request_templateno

Ecosystem adoption (downloads)

59Moderate
How it's scored
47/80Monthly downloads — 3,374 downloads/month across go, npm, pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesgithub.com/grafana/agento11y/go, @grafana/agento11y, @grafana/agento11y-core, agento11y
dependents—
ecosystemsgo, npm, pypi
total_downloads—
monthly_downloads3,374
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

71Good · 23% of overall

Maintainer resilience (bus factor)

56Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
11.8/22.5Commit distribution — top contributor authored 48% of commits
13.5/13.5Contributor breadth — 19 contributors
0/10OpenSSF Scorecard: Contributors — no data
Inputs used
bus_factor2
contributors_sampled19
top_contributor_share0.475

Issue & PR responsiveness

57Moderate
How it's scored
16/42Issue resolution — 38% of issues closed
25.1/30PR acceptance — 368/440 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — no data
Inputs used
merged_prs368
open_issues13
closed_issues8
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio0.381
closed_unmerged_prs72
first_time_authors_30d—
first_time_prs_merged_30d—
first_time_prs_decided_30d—
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.

Ownership & stewardship

80Excellent
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 7,140 followers of grafana
25/25Track record — 587 public repos, account ~12 yr old
Inputs used
followers7,140
owner_typeOrganization
is_verified—
owner_logingrafana
public_repos587
account_age_days4,500

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 4 package(s) on go, npm, pypi
35/35Publish recency — latest publish 4 days ago
20/20Version history — 16 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/grafana/agento11y/go, @grafana/agento11y, @grafana/agento11y-core, agento11y
ecosystemsgo, npm, pypi
any_deprecatedno
min_days_since_publish4

Engineering Quality

Are baseline engineering and documentation practices in place?

84Excellent · 19% of overall

Engineering practices

80Excellent
How it's scored
24/24CI workflows — 11 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml, biome.json, ruff.toml
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://grafana.com/docs/grafana-cloud/observe-and-act/agent-observability/
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics—
has_wikiyes
homepagehttps://grafana.com/docs/grafana-cloud/observe-and-act/agent-observability/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

19Critical · 16% of overall

Security posture

1Critical
How it's scored
0/30Security policy (SECURITY.md)
0/25Dependabot config
0/25Dependency lockfiles — published library — lockfiles are an application concern, not expected
0/20CodeQL workflow
Inputs used
sourcefile_signals
lockfilesgo.sum, package-lock.json, pnpm-lock.yaml, uv.lock
manifestsgo/go.mod, java/build.gradle.kts, js-core/package.json, js/package.json, package.json, python/pyproject.toml, python/setup.py
has_codeql_workflowno
has_security_policyno
has_dependabot_configno
Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.

Dependency advisories

89Excellent
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
14.4/25Indirect dependencies free of known advisories — 1 affected: @opentelemetry/core 2.6.0 (moderate 5.3)
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories1
affected_packages1
assessed_packages312
unassessed_packages0
affected_by_severitymoderate 1
direct_affected_packages0
Matched the npm:@grafana/agento11y@0.9.0 runtime dependency closure — what installing the published package pulls in — 312 packages. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

93Exceptional · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, js/docs/providers/gemini.md
15/15Machine-readable docs (llms.txt) — llms.txt present
40/40Legible commit history — 71 of 71 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md, js/docs/providers/gemini.md
agent_instruction_max_bytes5,023

Verify loop (build / test / typecheck)

91Excellent
How it's scored
18/18One-command bootstrap — examples/experiments/python/mise.toml, examples/python-langchain/mise.toml, mise.toml, plugins/agento11y/Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml, biome.json, ruff.toml
11/11Static type checking — js-core/tsconfig.json, js/tsconfig.json, plugins/opencode/tsconfig.json, plugins/pi/tsconfig.json, python-frameworks/claude-agent-sdk/agento11y_claude_agent/py.typed, python-frameworks/google-adk/agento11y_google_adk/py.typed, python-frameworks/langchain/agento11y_langchain/py.typed, python-frameworks/langgraph/agento11y_langgraph/py.typed, python-frameworks/litellm/agento11y_litellm/py.typed, python-frameworks/llamaindex/agento11y_llamaindex/py.typed, python-frameworks/openai-agents/agento11y_openai_agents/py.typed, python-frameworks/pydantic-ai/agento11y_pydantic_ai/py.typed, python-frameworks/strands/agento11y_strands/py.typed, python-providers/anthropic/agento11y_anthropic/py.typed, python-providers/gemini/agento11y_gemini/py.typed, python-providers/openai/agento11y_openai/py.typed, python/agento11y/py.typed
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 10 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json, pnpm-lock.yaml, uv.lock
has_dockerfileyes
typed_languageyes
bootstrap_filesexamples/experiments/python/mise.toml, examples/python-langchain/mise.toml, mise.toml, plugins/agento11y/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configsjs-core/tsconfig.json, js/tsconfig.json, plugins/opencode/tsconfig.json, plugins/pi/tsconfig.json, python-frameworks/claude-agent-sdk/agento11y_claude_agent/py.typed, python-frameworks/google-adk/agento11y_google_adk/py.typed, python-frameworks/langchain/agento11y_langchain/py.typed, python-frameworks/langgraph/agento11y_langgraph/py.typed, python-frameworks/litellm/agento11y_litellm/py.typed, python-frameworks/llamaindex/agento11y_llamaindex/py.typed, python-frameworks/openai-agents/agento11y_openai_agents/py.typed, python-frameworks/pydantic-ai/agento11y_pydantic_ai/py.typed, python-frameworks/strands/agento11y_strands/py.typed, python-providers/anthropic/agento11y_anthropic/py.typed, python-providers/gemini/agento11y_gemini/py.typed, python-providers/openai/agento11y_openai/py.typed, python/agento11y/py.typed
agent_commit_share0.1
toolchain_manifestsdotnet/examples/Grafana.Agento11y.DevExEmitter/Grafana.Agento11y.DevExEmitter.csproj, dotnet/src/Grafana.Agento11y.Anthropic/Grafana.Agento11y.Anthropic.csproj, dotnet/src/Grafana.Agento11y.Gemini/Grafana.Agento11y.Gemini.csproj, dotnet/src/Grafana.Agento11y.OpenAI/Grafana.Agento11y.OpenAI.csproj, dotnet/src/Grafana.Agento11y/Grafana.Agento11y.csproj, dotnet/tests/Grafana.Agento11y.Anthropic.Tests/Grafana.Agento11y.Anthropic.Tests.csproj, dotnet/tests/Grafana.Agento11y.Gemini.Tests/Grafana.Agento11y.Gemini.Tests.csproj, dotnet/tests/Grafana.Agento11y.OpenAI.Tests/Grafana.Agento11y.OpenAI.Tests.csproj, dotnet/tests/Grafana.Agento11y.Tests/Grafana.Agento11y.Tests.csproj, examples/experiments/go/go.mod, examples/getting-started/go-hooks/go.mod, examples/getting-started/go/go.mod, go-frameworks/google-adk/go.mod, go-providers/anthropic/go.mod, go-providers/gemini/go.mod, go-providers/openai/go.mod, go/go.mod, java/benchmarks/build.gradle.kts, java/build.gradle.kts, java/core/build.gradle.kts, java/devex-emitter/build.gradle.kts, java/frameworks/google-adk/build.gradle.kts, java/providers/anthropic/build.gradle.kts, java/providers/gemini/build.gradle.kts, java/providers/openai/build.gradle.kts, plugins/agento11y/go.mod
dependency_bot_commit_share0

Code legibility for models

99Exceptional
How it's scored
45/45Type-checkable code — Go (statically typed)
53.8/55Manageable file sizes — 17/757 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes236,901
source_files_sampled757
oversized_source_files17

Machine-readable interfaces

80Excellent
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — js/proto/agento11y/v1/generation_ingest.proto, js/proto/opentelemetry/proto/collector/trace/v1/trace_service.proto, js/proto/opentelemetry/proto/common/v1/common.proto, js/proto/opentelemetry/proto/resource/v1/resource.proto, js/proto/opentelemetry/proto/trace/v1/trace.proto, proto/agento11y/v1/generation_ingest.proto
0/20MCP server
40/40Runnable examples — example, examples, notebooks
Inputs used
example_dirsexample, examples, notebooks
has_mcp_signalno
api_schema_filesjs/proto/agento11y/v1/generation_ingest.proto, js/proto/opentelemetry/proto/collector/trace/v1/trace_service.proto, js/proto/opentelemetry/proto/common/v1/common.proto, js/proto/opentelemetry/proto/resource/v1/resource.proto, js/proto/opentelemetry/proto/trace/v1/trace.proto, proto/agento11y/v1/generation_ingest.proto

Key facts

53GitHub stars
19contributors
628commits, last 12 months
0days since last push
12releases
2bus factor
13open issues
Go, Maven, npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

More detail

Star and fork history 0 ★ / 14 ⇿
0Stars
14Forks
8Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

03581013151422026-042026-052026-07
Major 0Minor 0Patch 0
Direct dependencies 34
RegistryPackageVersion constraintManifest
Gogo.opentelemetry.io/otelv1.43.0go/go.mod
Gogo.opentelemetry.io/otel/metricv1.43.0go/go.mod
Gogo.opentelemetry.io/otel/sdkv1.43.0go/go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.43.0go/go.mod
Gogo.opentelemetry.io/otel/tracev1.43.0go/go.mod
Gogoogle.golang.org/grpcv1.82.1go/go.mod
Gogoogle.golang.org/protobufv1.36.11go/go.mod
Gogopkg.in/yaml.v3v3.0.1go/go.mod
npm@opentelemetry/api^1.9.0js-core/package.json
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npm@google/adk^0.6.0js/package.json
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PyPIopentelemetry-proto>=1.27.0python/pyproject.toml
PyPIPyYAML>=6.0.2python/pyproject.toml
All dependencies 1,178

Full resolved dependency set from the GitHub dependency graph: 70 direct and 1,108 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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Dependency advisories 1

Installing npm:@grafana/agento11y@0.9.0 pulls in 312 packages, direct and transitive: 1 carry known advisories, of which 0 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
@opentelemetry/core2.6.0indirectmoderate12.8.0

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
{
  "data": {
    "repo": {
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      "homepage": "https://grafana.com/docs/grafana-cloud/observe-and-act/agent-observability/",
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        "Go": 3080580,
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      "pushed_at": "2026-08-01T13:26:51Z",
      "created_at": "2026-03-31T20:30:04Z",
      "owner_type": "Organization",
      "updated_at": "2026-08-01T02:05:13Z",
      "description": "Actually Useful Agent Observability",
      "is_archived": false,
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      "license_spdx": "Apache-2.0",
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      "blog": "https://grafana.com",
      "name": "Grafana Labs",
      "type": "Organization",
      "login": "grafana",
      "company": null,
      "location": "Sweden",
      "followers": 7140,
      "avatar_url": "https://avatars.githubusercontent.com/u/7195757?v=4",
      "created_at": "2014-04-06T12:22:57Z",
      "is_verified": null,
      "public_repos": 587,
      "account_age_days": 4500
    },
    "license": {
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      "file_present": true,
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    },
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      "releases": [
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        },
        {
          "tag": "plugins/agento11y/v0.20.0",
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          "published_at": "2026-07-21T12:02:28Z"
        },
        {
          "tag": "plugins/sigil/v0.19.0",
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        {
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        },
        {
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          "published_at": "2026-06-19T18:19:32Z"
        },
        {
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      ],
      "recent_commits": [
        {
          "oid": "d9db82cfb562487b174006aabbd435d155e59278",
          "body": "…(#496)\n\nCloud trial evaluation shipped in #485 and #488 but is not in a release\nyet. Put it behind `AGENTO11Y_ENABLE_EXPERIMENTAL_FEATURES=true` so\ncallers must opt in before depending on it, and so it can change without\nbreaking anyone who did not.\n\nWithout the variable set, `Trial.Evaluate`, `Tri\n[…]\nin the\nautouse env fixture, so no existing test changed. Tests that assert the\ngate blocks a call clear the variable instead of setting it to a falsy\nvalue, so they exercise the default a caller sees.",
          "is_bot": false,
          "headline": "feat(sdk): gate cloud trial evaluation behind an experimental opt-in …",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-08-01T02:05:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6a5cc0494e9a48992f0ba5dd8abe2fcdb5b39173",
          "body": "Adds `Trial.evaluate(evaluator_id)` to the Python SDK so a trial can be\ngraded by an evaluator stored in Grafana Cloud instead of computing the\nscore locally:\n\n```python\nfrom agento11y import experiments\n\nwith experiments.experiment(name=\"Cloud evaluator run\", experiment_id=\"cloud-eval-1\") as exp:\n \n[…]\ntion.status.terminal:\n            time.sleep(2)\n            evaluation = exp.client.get_trial_evaluation(exp.experiment_id, trial_id, evaluation_id)\n        print(case_id, evaluation.status.value)\n```",
          "is_bot": false,
          "headline": "feat(sdk/python): add cloud evaluation support for experiments (#485)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-31T22:22:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "849e3c4772063d2a73f7b502b2406142e5e428ae",
          "body": "Adds `Trial.Evaluate` to the Go SDK: it grades the conversation a trial\nis bound to with an evaluator stored in Grafana Cloud, instead of a\nscore the runner computes.\n\nExample:\n\n```go\nerr := run.WithTrial(ctx, testCase, func(ctx context.Context, trial *experiments.Trial) error {\n\tconversationID := r\n[…]\n\n\n\nRunnable example in\n[`examples/experiments/go/cloud-evaluator/`](https://github.com/grafana/agento11y/blob/ae536bf960d8036961e16f0baea046d3f63128f8/examples/experiments/go/cloud-evaluator/main.go).",
          "is_bot": false,
          "headline": "feat(sdk/go): add cloud evaluation support for experiments (#488)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-31T22:12:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "05fec8b5a7319c944bae4b169f407d62d4729725",
          "body": "Docs: https://code.claude.com/docs/en/hooks#common-fields\n\n- `timeout`: `Seconds before canceling. ...`\n\nFixes #492",
          "is_bot": false,
          "headline": "fix(plugins/claude-code): declare hook timeouts in seconds (#493)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-31T19:13:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "992adcd8436c861d5237e3d3ce5ece1f130ea7b9",
          "body": "…local copy (#494)\n\nThe local daemon had its own copy of the `metadata_only` strip: a\nproto-level generation strip, the trace attribute keys, the exception\nevent name, error.category, and the sdk_error fallback.\n\n`buildGenerationPayload` now calls `contentcapture.StripGeneration`, and\nthe trace helpers resolve their keys through contentcapture.",
          "is_bot": false,
          "headline": "refactor(plugins/agento11y): call the SDK content strip instead of a …",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-31T18:40:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f37f268e20605fb93f0f11b96a5c93601e72fc12",
          "body": "Adds preflight\n[guards](https://grafana.com/docs/grafana-cloud/observe-and-act/agent-observability/guides/guards/)\nsupport to the LiteLLM adapter. A denied request gets HTTP 400 instead\nof being sent to the model.\n\nIt is a `litellm.integrations.custom_guardrail.CustomGuardrail`, so it\ninherits LiteL\n[…]\n    - agento11y_callback.agento11y_guards\n```\n\n- A timeout or an unexpected error in the guardrail follows\n`HooksConfig.fail_open` setting.\n- `transformed_input` from the evaluator is ignored for now.",
          "is_bot": false,
          "headline": "feat(python-frameworks/litellm): support preflight guards (#486)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-31T17:11:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "97bfa653b7aed23570f1ae8095bff8e6bd8e5a24",
          "body": "…package (#490)\n\nThe SDK can strip content from the Generation struct before encoding it\n(based on content capture mode).\n\nThe logic is extracted into the new `go/agento11y/contentcapture` with\nadditional tests, so that we can reuse it later in the\n`./plugins/agento11y`.",
          "is_bot": false,
          "headline": "refactor(sdk-go): move metadata_only stripping into a contentcapture …",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-31T16:12:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b284cdd6c3b96d79f4125e39e0ef866d5fe0b049",
          "body": "…es routes (#489)\n\nAdds `/v1/responses` and `/v1/messages` support to the LiteLLM handler.\n\nLiteLLM normalizes Anthropic Messages to a chat response, so it goes\nthrough the existing\nchat mappers. Responses output is mapped separately (text, reasoning,\ntool\ncalls), and its stop reason comes from `status`, like in the OpenAI\nprovider\nwrappers.",
          "is_bot": false,
          "headline": "feat(python-frameworks/litellm): support /v1/responses and /v1/messag…",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-31T14:27:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d1e67eeb539ec840ce0d2fc9704ab23b100d8e7",
          "body": "`agento11y <agent> --local` now can use guards from Grafana Cloud. The\ndaemon now relays hook requests to Cloud, same as generations and OTLP\nwhen forwarding to Cloud is enabled. To make it work, all of these are\nneeded:\n\n- `AGENTO11Y_LOCAL_FORWARD=true`\n- `AGENTO11Y_GUARDS_ENABLED=true`\n- `AGENTO11Y_ENDPOINT`\n- credentials",
          "is_bot": false,
          "headline": "feat(plugins/agento11y): support Cloud guards in --local mode (#487)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-31T10:18:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "029e3ea69e24bfc263b064f95e8153bd09e86618",
          "body": "…#484)\n\nLocal sessions keep everything on disk and send nothing to Grafana\nCloud. Enable forwarding to Cloud, which is off unless\n`AGENTO11Y_LOCAL_FORWARD` is true. Local capture always keeps full\ncontent. `AGENTO11Y_CONTENT_CAPTURE_MODE` controls only the forwarded\ncopy.\n\nForwarding is best effort and never affects the local write or the\nresponse to the agent. Configuration is re-read when `config.env`\nchanges size or mtime, so the toggle takes effect without restarting the\ndaemon.",
          "is_bot": false,
          "headline": "feat(plugins/agento11y): opt-in Cloud forwarding for local sessions (…",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-30T07:45:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "177e863d91fd9e05df6dd4fec9bed77b1c61fe49",
          "body": "This PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) |\n|---|---|---|---|\n| [@google/adk](https://redirect.github.com/google/adk-js) | [`^0.5.0` →\n`^0.6.0`](https://renovatebo\n[…]\n3IiXX0=-->\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(deps): update dependency @google/adk to ^0.6.0 (#248)",
          "author_name": "renovate-sh-app[bot]",
          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-29T08:37:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ae15fd1e1ee25670f9356e706112596b367c3921",
          "body": "… (#250)\n\nThis PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) |\n|---|---|---|---|\n|\n[com.google.genai:google-genai](https://redirect.github.com/googleapis/java-genai)\n| `1.4\n[…]\n3IiXX0=-->\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(deps): update dependency com.google.genai:google-genai to v1.63.0…",
          "author_name": "renovate-sh-app[bot]",
          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-29T08:36:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "68de1d82dd108f99cfd01bf0a1441185ef7a2a9a",
          "body": "…eason (#480)\n\n## What\n\nThe `set_result` field list in `llms.txt` showed `stop_reason` /\n`finish_reason` as if both were fields you set. Only **`stop_reason`**\nis the SDK field — verified against the proto (`stop_reason = 15` in\n`generation_ingest.proto`) and every SDK's model. `finish_reason` is th\n[…]\nationPrompt.ts`). The same fix\nis applied there in a companion PR.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(llms): clarify stop_reason is the set_result field, not finish_r…",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-29T07:26:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f4231f5b0aa6c6bb9a575424b5fad084cce76255",
          "body": "## Plugin version bumps\n\n- @grafana/agento11y-opencode@0.16.0\n\n\n---\n\n**@grafana/agento11y-opencode**\n\n## [0.16.0] - 2026-07-28\n\n### Features\n\n- **plugins/opencode**: send the session title as conversationTitle\n(#481)\n- **plugins/opencode**: emit the subagent built-in tag (#476)\n\n### Bug Fixes\n\n- **p\n[…]\nders on teardown\n(#478)\n\nGenerated by `.github/workflows/plugins-publish.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins): bump versions (minor) (#483)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-28T21:06:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cb4cdc97f5b49bba5cb626358f713fdca887e5f1",
          "body": "Releases `plugins/agento11y/v0.22.0`.\n\n## [0.22.0] - 2026-07-28\n\n### Features\n\n- **plugins**: local viewer UI improvements (#475)\n\n---\n\nThe tag `plugins/agento11y/v0.22.0` will be created automatically by\n`tag-agento11y-on-merge.yml` when this PR merges into main.\n\nGenerated by `.github/workflows/release-agento11y.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins/agento11y): release v0.22.0 (#482)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-28T21:06:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a3e7131427d726c48df4b66951b59438b9d130d6",
          "body": "…#481)\n\nSimilar to other coding agent plugins, send session title as\nconversation title.",
          "is_bot": false,
          "headline": "feat(plugins/opencode): send the session title as conversationTitle (…",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-28T20:08:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f7a21e825996ebc5290126a8416a3b13204e28c",
          "body": "…wn (#478)\n\nSpans were not flushed when opencode shut down. The disposal branch in\n`handleLifecycle` waited for the `global.disposed` event, but opencode\nsends that event only after every instance is already gone, so\n`sigil.shutdown()` and `telemetry.shutdown()` never ran.\n\nThe plugin now shuts down from opencode's `Hooks.dispose`, which the\nagent waits for.",
          "is_bot": false,
          "headline": "fix(plugins/opencode): shut down the SDK and OTel providers on teardo…",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-28T15:06:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "424abc7325a994ed53c7b507376e670c022a21d1",
          "body": "Renames the Claude Code and Codex plugin manifests: \n- marketplace `grafana-sigil` becomes `agento11y`\n- `sigil-cc` becomes `agento11y-claude-code`\n- `sigil-codex` becomes `agento11y-codex`\n\nExisting installs:\n\n- Claude Code\n[migrates](https://code.claude.com/docs/en/plugin-marketplaces#rename-or-re\n[…]\nthe marketplace `renames` map at session start, so the\nlauncher's probe treats a legacy key as installed instead of\nreinstalling on top of it.\n- Codex has no rename mechanism, so the launcher does it.",
          "is_bot": false,
          "headline": "chore(plugins): rename plugin manifests to agento11y (#479)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-28T15:06:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e3348e1f06401182980ec9c6f5e518da3d35ef7b",
          "body": "Adds the `subagent` built-in tag to the opencode plugin, matching\nclaude-code, codex, and cursor: `subagent=\"true\"` on generations from a\nsession opencode created with a parent session.\n\nAlso documents the built-in launcher tags (`cwd`, `git.branch`,\n`subagent`) in `docs/concepts/tags-and-metadata.md`.",
          "is_bot": false,
          "headline": "feat(plugins/opencode): emit the subagent built-in tag (#476)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-28T11:46:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "773726b8409642ccda170c5c97c0d8d00b1050a1",
          "body": "…477)\n\nWe renamed plugin to `grafana-agento11y-app` in\nhttps://github.com/grafana/agento11y/pull/452, but after that\nhttps://github.com/grafana/agento11y/pull/454 was merged with some old\nids. Renaming.",
          "is_bot": false,
          "headline": "chore: change grafana-sigil-app plugin id to grafana-agento11y-app (#…",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-28T11:36:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c66ab95925fbcd111491cec97137c90f5b5b2720",
          "body": "Reworks the local viewer. The sessions list is now grouped by workspace\n(the `cwd` tag) with token, cost, and cache hit tiles for the selected\ntime range, and search moves to the server.",
          "is_bot": false,
          "headline": "feat(plugins): local viewer UI improvements (#475)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-28T11:35:16Z",
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          "body": "Remove the old unused sigil.v1 proto files.",
          "is_bot": false,
          "headline": "chore: remove old sigil/v1 protos (#474)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
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          "oid": "549442db7661494921c79a384218ecd36e774538",
          "body": "> ℹ️ **Note**\n> \n> This PR body was truncated due to platform limits.\n\nThis PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) | Type |\nUpdate |\n|---|---|---|---|---|---|\n| [Sys\n[…]\n2giXX0=-->\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update dotnet monorepo (#244)",
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          "oid": "9b97338c974c6cb6b761b58638feddc3ecce4ede",
          "body": "…455)\n\nThis PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) |\n|---|---|---|---|\n| [tar](https://redirect.github.com/isaacs/node-tar) | [`7.5.19` →\n`7.5.21`](https://renovateb\n[…]\nGNoIl19-->\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
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          "headline": "fix(security/medium/): update dependency tar to v7.5.21 [security] (#…",
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          "oid": "b4828f99e1fbeb7c5b7c01dd2903d1e5ffd6ac6c",
          "body": "…ecurity] (#465)\n\nThis PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) |\n|---|---|---|---|\n|\n[brace-expansion@5](https://redirect.github.com/juliangruber/brace-expansion)\n| [\n[…]\nCJdfQ==-->\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
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          "headline": "fix(security/high/): update dependency brace-expansion@5 to v5.0.8 [s…",
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        {
          "oid": "9fb0b3c2c1294662f7d6c8c746672bf4a2ff87c1",
          "body": "## Plugin version bumps\n\n- @grafana/agento11y-pi@0.19.0\n- @grafana/agento11y-opencode@0.15.0\n\n\n---\n\n**@grafana/agento11y-pi**\n\n## [0.19.0] - 2026-07-28\n\n### Documentation\n\n- AI Observability -> Agent Observability rename (#450)\n- sigil -> agento11y rename in docs, examples and errors (#415)\n\n---\n\n**\n[…]\nmples and errors (#415)\n\nGenerated by `.github/workflows/plugins-publish.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins): bump versions (minor) (#473)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-28T08:33:57Z",
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          "oid": "a4a64595c000dae8cc86cce3cf31bbda34524b6f",
          "body": "Releases `plugins/agento11y/v0.21.0`.\n\n## [0.21.0] - 2026-07-28\n\n### Features\n\n- **plugins**: migrate legacy sigil plugin installs to agento11y (#447)\n\n### Bug Fixes\n\n- **security/high/plugins/agento11y**: update module\ngoogle.golang.org/grpc to v1.82.1 [security] (#442)\n\n### Documentation\n\n- AI Obs\n[…]\n PR merges into main.\n\nGenerated by `.github/workflows/release-agento11y.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins/agento11y): release v0.21.0 (#472)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-28T08:33:43Z",
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        {
          "oid": "021b03beaeb390ca80f080a40d9268cb32e77938",
          "body": "Auto-generated by the Python SDK publish workflow.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(sdk-python): bump version to 0.12.0 (#471)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-28T08:33:22Z",
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        {
          "oid": "43a1cd6422ccfc8be9b32f8a6fe7e04eec8de605",
          "body": "## Summary\n\n- add a Go prompt optimizer that hill-climbs Grafana Assistant's\nproduction unit-inference prompt over 27 labelled fixtures\n- use `agento11y/experiments` for the complete suite, trial, generation,\nscore, finalization, and report lifecycle\n- keep candidate proposal and provider calls in e\n[…]\nt was not run automatically because\ncredentials are intentionally not copied into this worktree\n\n---------\n\nCo-authored-by: Codex <codex@openai.com>\nCo-authored-by: Jack Gordley <jgordley99@gmail.com>",
          "is_bot": false,
          "headline": "feat(examples): add Go prompt optimizer (#468)",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-28T07:31:21Z",
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          "oid": "353787b1f19fcaded7923578927182ab478ec889",
          "body": "## Summary\n\nAdds `github.com/grafana/agento11y/go/agento11y/experiments`, bringing\nthe Go SDK to tracking-first feature parity with the Python experiments\nsurface.\n\n## What changed\n\n- add experiment and trial lifecycle APIs with stable resume identities,\nimmediate streaming, cleanup-safe finalizatio\n[…]\n blockers\nremain in the getting-started Go example dependency metadata, `.slnx`\nsupport in the available .NET SDK, and proto generator/cache drift.\n\n---------\n\nCo-authored-by: Codex <codex@openai.com>",
          "is_bot": false,
          "headline": "feat(experiments): add Go tracking parity (#454)",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-27T20:19:31Z",
          "body_truncated": true,
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        },
        {
          "oid": "e58f56825181d1a6c70646bed172f884ea544c58",
          "body": "…gent_id (#470)\n\n## Summary\n\nThe LiteLLM handler read `agent_name` from exactly one key in exactly\none dict (`litellm_params[\"metadata\"][\"agent_name\"]`). Callers behind a\nproxy who identify themselves the LiteLLM way — the `x-litellm-agent-id`\nheader, or an `agent_id` on their virtual key — matched \n[…]\ne-edit sources — neither `--reinstall-package` nor `--refresh` busted\nit, only a fresh `UV_CACHE_DIR`. CI starts cold so it is unaffected, but\nlocal runs after editing the package can test stale code.",
          "is_bot": false,
          "headline": "feat(python-frameworks/litellm)!: resolve agent_name from LiteLLM's a…",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-27T13:34:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "43aa8ca2596571ee7514443a917db1e5810e58a3",
          "body": "The API now reads `X-Agento11y-*` request headers and keeps the\n`X-Sigil-*` only as accepted aliases, so the SDKs move to the new names.\nTwo headers are affected:\n\n- `X-Agento11y-Hook-Timeout-Ms` on `POST /api/v1/hooks:evaluate` (Go,\nPython, JS)\n- `X-Agento11y-Ingest-Actor` on experiment ingest and lifecycle requests\n(Python)",
          "is_bot": false,
          "headline": "feat(sdk): send new X-Agento11y-* request headers (#469)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-27T13:15:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "840bedf8ba9ec7edc815eb9226e9663f28219877",
          "body": "The Grafana app plugin is renamed from grafana-sigil-app to\ngrafana-agento11y-app as part of the agento11y rename. Updated\nexperiment deep links, login prompts, and setup URLs.",
          "is_bot": false,
          "headline": "chore: update app plugin ID to grafana-agento11y-app (#452)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-27T09:45:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5a262f60f9437b99b61abbd1e861c13523831c0",
          "body": "## Summary\n\n- add a deployable LangChain operations agent for Amazon Bedrock\nAgentCore with synthetic inventory, order, support, and returns tools\n- export model generations, tool executions, invocation traces, and\ncustom metrics to Grafana Cloud Agent Observability\n- correlate telemetry with AgentC\n[…]\n [x] `git diff --check`\n- [ ] Ruff and `agentcore validate` were unavailable locally; no\ndependencies or tools were installed solely for validation\n\n---------\n\nCo-authored-by: Codex <codex@openai.com>",
          "is_bot": false,
          "headline": "feat(examples): add Bedrock AgentCore observability demo (#467)",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-27T06:36:03Z",
          "body_truncated": true,
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        },
        {
          "oid": "1861f1c09f77a8fee55296c283a3013845f01f80",
          "body": "Co-authored-by: Codex <codex@openai.com>",
          "is_bot": false,
          "headline": "Correlate guard decisions with conversations (#466)",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-25T14:30:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7aefff46e300507733a32b68ba83b613782b7b93",
          "body": "…453)\n\n## Notes\n\nThis expands the Python Experiments SDK into a tracking-first API that\nworks with any experiment runner or benchmark framework.\n\nTest suites and platform-defined evaluators remain optional. A caller\ncan publish trials, transcripts, scores, costs, and artifacts using only\ningestion c\n[…]\nting and\nstricter suite serialization and validation\n- Canonical `AGENTO11Y_*` configuration with warnings for ignored legacy\nvariables\n\n---------\n\nCo-authored-by: Sven Grossmann <svennergr@gmail.com>",
          "is_bot": false,
          "headline": "feat(experiments): python test suite support and general hardening (#…",
          "author_name": "Jack Gordley",
          "author_login": "jgordley",
          "committed_at": "2026-07-24T17:35:52Z",
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        {
          "oid": "220e6d25b87471deb759c9db6c77a030fb3a435a",
          "body": null,
          "is_bot": false,
          "headline": "chore: replace sigil mentions in the code with agento11y (#451)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-23T16:55:01Z",
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        {
          "oid": "3b57ed37b4f7d2d49458e6d6931732c68273f2ea",
          "body": null,
          "is_bot": false,
          "headline": "docs: AI Observability -> Agent Observability rename (#450)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-23T15:22:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a71b70ed751624bd3b8bfd6b6845e9c243926df",
          "body": "Migrates legacy `sigil-*` plugin installs to the `agento11y` names in\nthe pi, opencode, claude-code, and codex launchers automatically.\n\nAll migrations are best-effort: failures are logged and do not block the\nlaunch. Version pins are dropped since pre-rename versions don't exist\nunder the new names.",
          "is_bot": false,
          "headline": "feat(plugins): migrate legacy sigil plugin installs to agento11y (#447)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-23T15:08:49Z",
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        },
        {
          "oid": "88677b6e8e5608462243c51432ea18073734de7d",
          "body": "… (#449)\n\n## What\n\nCorrects `llms.txt` (the canonical reference coding agents fetch) with\n**five fixes, each verified against the SDK source** — four facts that a\nreal instrumentation run hit but that weren't documented, plus one stale\nscoping of the workflow-step API.\n\n## Changes (all verified at `\n[…]\nll (grafana/gcx#1043) as a stopgap; this PR is the canonical home.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(llms): fix real-run gaps and workflow-step cross-language parity…",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-23T13:48:52Z",
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        {
          "oid": "acebe531f2eacad87a919ade1931fe7d538ffbe3",
          "body": "…s (#445)\n\nDerives SDK versions from build metadata instead of hardcoded constants.\n\nThe Go, JS, Java, and .NET SDKs add a version constant into the\ngeneration-export `User-Agent`, but release automation never bumped it,\nso published SDKs misreport the versions.\n\nThis PR makes them resolve the versi\n[…]\ng.ReadBuildInfo`\n- JS: version set at build time\n- Java: `Implementation-Version` from the jar manifest\n- .NET: `AssemblyInformationalVersionAttribute`\n\nBuilds without metadata report `0.0.0+unknown`.",
          "is_bot": false,
          "headline": "fix(sdk): derive SDK versions from build metadata instead of constant…",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-22T13:41:37Z",
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          "is_coding_agent": false
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        {
          "oid": "1e0e9d43b6b9b2b3f8d888e01b498450f8759b3b",
          "body": "Consolidates the open renovate security PRs into one instead of merging\n~25 separate ones.\n\nGo, all modules: `google.golang.org/grpc` v1.82.1, `golang.org/x/net`\nv0.56.0, `golang.org/x/text` v0.39.0 (#418-#433, #435-#441).\n\nJS overrides in `pnpm-workspace.yaml`:\n\n- `tar` 7.5.19 (#406)\n- `brace-expan\n[…]\n <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: Alexander Akhmetov <me@alx.cx>",
          "is_bot": true,
          "headline": "chore: consolidate open renovate security updates (#441)",
          "author_name": "renovate-sh-app[bot]",
          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-22T09:02:53Z",
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        {
          "oid": "41d33f72e3e6ecbaff57f4868fe13e6a749a5345",
          "body": "## Summary\n- Promote the `agento11y-instrument` skill as the recommended path for\nSDK users instrumenting their own app or agent code.\n- Add `gcx` install context, script/Homebrew options, update guidance,\nand fallback instructions for agents without skill support.\n\n## Test plan\n- `git diff --check -- README.md llms.txt`\n- ReadLints on `README.md` and `llms.txt`",
          "is_bot": false,
          "headline": "docs: promote agento11y instrumentation skill (#444)",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-22T08:55:54Z",
          "body_truncated": false,
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        },
        {
          "oid": "c042332cd6e23ee1487b865473392871ef5517b4",
          "body": "The version choice inputs had no explicit default, so the GitHub UI\npreselected the first option (patch). Most releases add features rather\nthan just fixes, so minor is the safer preselection.",
          "is_bot": false,
          "headline": "chore(actions): default release version bump to minor (#443)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-22T08:24:03Z",
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        {
          "oid": "89ca8237b40dd7db4ab4de6978a345c715a45365",
          "body": "Renames `sigil` mentions to `agento11y`: docs, READMEs, examples,\n`llms.txt`, skills, and the `agento11y login` error message. Follow-up\nfor #403 and #404.\n\nBesides the text replacements:\n\n- the non-interactive login hint now mentions `AGENTO11Y_ENDPOINT`,\n`AGENTO11Y_AUTH_TENANT_ID` and `AGENTO11Y_A\n[…]\ncripts/deploy.sh` installs `opencode-agento11y.js`\nand the `agento11y` skill, and removes installs from before the rename\n- `plugins/opencode/skills/sigil` moved to\n`plugins/opencode/skills/agento11y`",
          "is_bot": false,
          "headline": "docs: sigil -> agento11y rename in docs, examples and errors (#415)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-22T08:23:05Z",
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          "oid": "e8b4172093842214acb04568835f09d3c85a3c9b",
          "body": "…/grpc to v1.82.1 [security] (#442)\n\nThis PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) |\n|---|---|---|---|\n| [google.golang.org/grpc](https://redirect.github.com/grpc/grpc\n[…]\niJdfQ==-->\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(security/high/plugins/agento11y): update module google.golang.org…",
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          "committed_at": "2026-07-22T05:15:45Z",
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          "oid": "aa5d6485efd3e8aefd1e7e05fbaada7ed2aa1eec",
          "body": "Auto-generated by the JS SDK publish workflow.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(sdk-js): bump version to 0.9.0 (#414)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-21T16:26:54Z",
          "body_truncated": false,
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        {
          "oid": "cb46944aa521ef268bb66df4d4fb30c674762745",
          "body": "## Plugin version bumps\n\n- @grafana/agento11y-pi@0.18.0\n- @grafana/agento11y-opencode@0.14.0\n\n\n---\n\n**@grafana/agento11y-pi**\n\n## [0.18.0] - 2026-07-21\n\n### Breaking Changes\n\n- rename public SDK APIs from sigil to agento11y (#403)\n\n### Features\n\n- **plugins**: rename launcher state folder to agento1\n[…]\nSIGIL_* fallback (#395)\n\nGenerated by `.github/workflows/plugins-publish.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins): bump versions (minor) (#413)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-21T16:24:14Z",
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        {
          "oid": "1023e8673c54ae66d859a02bc0cf912e99df13a6",
          "body": "Auto-generated by the Python SDK publish workflow.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(sdk-python): bump version to 0.10.0 (#412)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-21T14:12:31Z",
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          "body": "Releases `plugins/agento11y/v0.20.0`.\n\n## [0.20.0] - 2026-07-21\n\n### Breaking Changes\n\n- rename public SDK APIs from sigil to agento11y (#403)\n\n### Features\n\n- **plugins**: rename launcher state folder to agento11y (#404)\n- **plugins**: move CLI config to ~/.config/agento11y/config.env (#401)\n- **sd\n[…]\n PR merges into main.\n\nGenerated by `.github/workflows/release-agento11y.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins/agento11y): release v0.20.0 (#411)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-21T11:59:19Z",
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        },
        {
          "oid": "e7c844ea85f6a9482f7479a86f23594d0fc5ff51",
          "body": "Removing the temporary replace now when the repository is renamed.",
          "is_bot": false,
          "headline": "chore: remove replace directive from plugins/agento11y (#410)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-21T11:55:29Z",
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        {
          "oid": "6a78defb47a09da29f6e0f6424dcb3a3ae3df33a",
          "body": null,
          "is_bot": false,
          "headline": "Change sigil-sdk references to agento11y (#409)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-21T08:40:42Z",
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          "is_coding_agent": false
        },
        {
          "oid": "b402734be25dfb8f8030fd7e8371682a9fcca61a",
          "body": "Renames the remaining `sigil` namings in the launcher: state dir, debug\nlog, OTel service name, vibe/Copilot hook entries, and the `doctor` JSON\nsection. Follow-up for #401.\n\n- state moves to `~/.local/state/agento11y` with the same resolution as\nthe config file in #401: legacy `~/.local/state/sigil\n[…]\nigil.json` file are replaced on the next launch so\nhooks don't fire twice\n\nPlugin IDs (`sigil-cc`, `sigil-copilot`), the `grafana-sigil-app` URLs,\nand the marketplace repo names are unchanged for now.",
          "is_bot": false,
          "headline": "feat(plugins): rename launcher state folder to agento11y (#404)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-20T17:48:37Z",
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        {
          "oid": "e07eb64301b0cad19c4ad7bb81954fc5b6ddcf43",
          "body": "…on.core:jackson-databind to v2.21.5 [security] (#351)\n\nThis PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) |\n|---|---|---|---|\n|\n[com.fasterxml.jackson.core:jackson-databin\n[…]\nCJdfQ==-->\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(security/high/java/gradle): update dependency com.fasterxml.jacks…",
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          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-20T17:03:25Z",
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        {
          "oid": "06c76a586efce19791b0e40e51ec66cc78781677",
          "body": "This PR contains the following updates:\n\n| Package | Type | Update | Change |\n|---|---|---|---|\n|\n[ghcr.io/berriai/litellm](https://images.chainguard.dev/directory/image/wolfi-base/overview)\n([source](https://redirect.github.com/BerriAI/litellm)) | final |\npinDigest | → `9e1536c` |\n\n---\n\n> [!WARNING\n[…]\nXIiXX0=-->\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): pin ghcr.io/berriai/litellm docker tag to 9e1536c (#398)",
          "author_name": "renovate-sh-app[bot]",
          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-20T15:44:32Z",
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        {
          "oid": "ec79cbd2c68fc15fc76ca470aede155b9f814447",
          "body": "### Breaking change\n\nRenames the SDK APIs from `sigil` to `agento11y` in all languages, as a\n**breaking change**. Since the package names were already changed in all\nworkflows (https://github.com/grafana/sigil-sdk/pull/397), only the new\nSDK packages (`agento11y-*`) include this rename.\n\n- Go: `go/s\n[…]\nafana.sigil` -> `com.grafana.agento11y`, `Sigil*` classes\nrenamed too\n- .NET: `Grafana.Sigil` namespaces -> `Grafana.Agento11y`\n- Also renames SDK log/error prefixes (`sigil: ...` -> `agento11y: ...`)",
          "is_bot": false,
          "headline": "feat!: rename public SDK APIs from sigil to agento11y (#403)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-20T15:34:49Z",
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        },
        {
          "oid": "4e8d65ca67c5b2058696433aa2df13b1a5b840ab",
          "body": "…ity] (#381)\n\nThis PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) |\n|---|---|---|---|\n| [setuptools](https://redirect.github.com/pypa/setuptools)\n([changelog](https://setupt\n[…]\n655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: Kevin Adam <kevin.adam@grafana.com>",
          "is_bot": true,
          "headline": "fix(security/high/python): update dependency setuptools to v83 [secur…",
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          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-20T15:17:55Z",
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        },
        {
          "oid": "a5766b5657de040e55c2aecf1ed464705e7c1caf",
          "body": "fixes CVE-2026-54280\n\n## Summary\n\n- Add `aiohttp>=3.14.1` as an explicit LiteLLM framework dependency\n- Update the lockfile to aiohttp 3.14.1",
          "is_bot": false,
          "headline": "fix(deps): require aiohttp for the LiteLLM framework (#402)",
          "author_name": "Kevin Adam",
          "author_login": "kevelopment",
          "committed_at": "2026-07-20T14:47:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ea272196119ffaca51ac366f65559f6bbc5d579",
          "body": "> ℹ️ **Note**\n> \n> This PR body was truncated due to platform limits.\n\nThis PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) |\n|---|---|---|---|\n| [pnpm](https://pnpm.io)\n([so\n[…]\nd to here.\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(security/high/): update pnpm to v11.8.0 [security] (#354)",
          "author_name": "renovate-sh-app[bot]",
          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-20T13:52:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a55450d4c5f5a426dd13f228d516105e142fe273",
          "body": "The Go launcher and the `pi`/`opencode` plugins that read the config\nfile from `~/.config/sigil/config.env` now prefer\n`~/.config/agento11y/config.env` and fall back to the old path when only\nthat file exists, so existing installs keep working and fresh installs\nget the new location.\n\nPart of https://github.com/grafana/sigil/issues/1282",
          "is_bot": false,
          "headline": "feat(plugins): move CLI config to ~/.config/agento11y/config.env (#401)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-20T12:52:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e093ca6c98a30669844562ab4f754360ba3f89a6",
          "body": "fixes CVE-2025-68121\n\n## What\n- Update the workspace, SDK modules, providers, framework, plugin, and\nexamples to Go 1.25.7.\n\n## Why\n- Keep the repository aligned with the latest required Go patch release.",
          "is_bot": false,
          "headline": "chore: update Go version to 1.25.7 (#399)",
          "author_name": "Kevin Adam",
          "author_login": "kevelopment",
          "committed_at": "2026-07-20T11:21:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a312d9456aa782a3ea71b033299408e648f3521b",
          "body": "Rename `sigil` to agento11y in:\n\n- Span attributes, metadata keys, and tags (`agento11y.tag.<key>`)\nacross the Go, Python, JS, Java, and .NET SDKs\n- `User-Agent`: `sigil-sdk-<lang>` becomes `agento11y-sdk-<lang>`\n- Coding-agent plugin tags, etc (`sigil.claude-code` is now\n`agento11y.claude-code`, etc)\n- Docs, llms.txt, examples, and plugin golden fixtures\n\nPart of https://github.com/grafana/sigil/issues/1283",
          "is_bot": false,
          "headline": "feat(sdk): rename attributes from sigil.* to agento11y.* (#392)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-20T08:07:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d119b191826af5a0b953d012612dfe0f662d97d",
          "body": "Rename every published package to `agento11y-*`:\n\n- Go modules:\n`github.com/grafana/agento11y/{go,go-providers/*,go-frameworks/google-adk,plugins/agento11y}`\n- PyPI: `agento11y` and `agento11y-*` distributions, modules\n`sigil_sdk*` -> `agento11y*`\n- npm: `@grafana/agento11y`, `@grafana/agento11y-cor\n[…]\nic APIs, telemetry contracts\n(`sigil-sdk-*`/`sigil-plugin-*` User-Agents stay unchanged.\n\n`plugins/agento11y/go.mod` has a temporary replace of the Go SDK module\nuntil the renamed module is published.",
          "is_bot": false,
          "headline": "feat: rename package identities from sigil-sdk to agento11y (#397)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-20T07:10:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6b0216fccac3ec166e8f26639a3d2d2db29494cd",
          "body": "Releases `plugins/sigil/v0.19.0`.\n\n## [0.19.0] - 2026-07-17\n\n### Features\n\n- **plugins/sigil**: rename sigil CLI to agento11y (#393)\n- add AGENTO11Y_* env var aliases with SIGIL_* fallback (#395)\n\n---\n\nThe tag `plugins/sigil/v0.19.0` will be created automatically by\n`tag-sigil-on-merge.yml` when this PR merges into main.\n\nGenerated by `.github/workflows/release-sigil.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins/sigil): release v0.19.0 (#396)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-17T08:55:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eabcaaffc2dbbe9d4ad67fddf42fe2f165a7813f",
          "body": "The launcher command is renamed to `agento11y`. `sigil` stays as a\ntemporary compatibility command and will be removed later.\n\nThe CLI logic moves from `cmd/sigil` to `internal/entry` so that both\n`cmd/agento11y` and `cmd/sigil` can be thin entrypoints. Generated hooks\nnow use the executable path in\n[…]\nking.\n\nOnly the command name changes: source paths, `plugins/sigil/v*` release\ntags, config and state paths, plugin and package IDs are unchanged.\n\nPart of https://github.com/grafana/sigil/issues/1282",
          "is_bot": false,
          "headline": "feat(plugins/sigil): rename sigil CLI to agento11y (#393)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-17T08:50:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d69152f6a8945931dafa6206a3fa6c986a61c0d4",
          "body": "Add `AGENTO11Y_*` env vars support with `SIGIL_*` fallback.",
          "is_bot": false,
          "headline": "feat: add AGENTO11Y_* env var aliases with SIGIL_* fallback (#395)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-16T20:46:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d995a9858e9a15216f615a6f0d20b53b921749b3",
          "body": "… (#394)\n\nAligns the two AI-agent evaluation skills with the product rename to\n**Agent Observability**.\n\n## What changes\n- `sigil-eval-starter` → `agento11y-eval-starter`\n- `sigil-experiments` → `agento11y-experiments`\n\nOnly the **skill names** change: directories, frontmatter `name:`, the\ncross-ref\n[…]\nown prose, not an import), only the order matters\nfor cleanliness.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(skills): rename eval-starter and experiments skills to agento11y…",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-16T14:38:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9c13f46777524aeaa7a75fef1ae8a78e35fb9388",
          "body": "## Summary\n- deep-copy `Media` payloads in Go SDK generation part cloning\n- add a regression test for media part clone preservation\n\n## Why\n`GenerationRecorder.End` clones mapped generations before validation and\nexport. Media parts added in `v0.14.0` were not copied by `cloneParts`,\nso image-bearing generations could fail validation or lose media before\ningest.\n\n## Test plan\n- `cd go && go test ./...`\n\nCo-authored-by: Codex <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(go): clone media message parts (#391)",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-16T07:11:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c80d463abee8eafc95deef262389cb2527399b59",
          "body": "Auto-generated by the JS SDK publish workflow.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(sdk-js): bump version to 0.8.2 (#390)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-16T06:59:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23781b165717fd65e99bb33ccc72afc0962b6648",
          "body": null,
          "is_bot": false,
          "headline": "fix(sdk-js): support Vercel AI SDK v6 prepareStep (#388)",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-16T06:27:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "386d878f9d9feec3bd0915aea7ea09b1feb35bcf",
          "body": "## Summary\n- add a media part to the generation ingest proto and SDK models\n- encode media through Go codecs, local plugin wire storage, and\nAnthropic image request mapping\n- strip media URLs/data URLs in metadata-only capture mode\n\n## Tests\n- `go test ./go/sigil/...`\n- `go test ./go-providers/anthropic/...`\n- `GOPATH=/tmp/codex-empty-gopath UV_NO_CONFIG=1 CI=true mise run\ncheck:proto`",
          "is_bot": false,
          "headline": "Add media message parts (#386)",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-15T11:20:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1f7ae398bd2ba2f1ee883ed3b3f19c3393f9453",
          "body": "…, and .NET (#385)\n\nGo and JS have emitted client-level tags as `sigil.tag.<key>` attributes\non spans and metrics since #284, but Python, Java, and .NET only put\nthem in the generation export. For apps in those languages the\n`sigil_tag_<key>` Prometheus labels and the Sigil app tag filters did\nnot work.\n\nThe three SDKs now follow the same rules as Go and JS.\n\nFixes #365",
          "is_bot": false,
          "headline": "feat(sdk): emit client tags on OTel spans and metrics in Python, Java…",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-15T09:59:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5613ae38a0ff1269604a4987d5cc27bcb08b4300",
          "body": "…#384)",
          "is_bot": false,
          "headline": "feat(sdk-go): add WithTag/WithTags for per-request dimensional tags (…",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-15T09:59:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6425f0fdbe586a2a0a6144693fd8e2d2a0b2e494",
          "body": "## Plugin version bumps\n\n- @grafana/sigil-pi@0.17.0\n- @grafana/sigil-opencode@0.13.0\n\n\n---\n\n**@grafana/sigil-pi**\n\n## [0.17.0] - 2026-07-14\n\n### Features\n\n- **plugins**: add git.branch and cwd built-in tags to pi, opencode,\ncodex, copilot (#328)\n- **plugins**: log when a guard redaction transform is\n[…]\nt never complete\n(#317)\n\nGenerated by `.github/workflows/plugins-publish.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins): bump versions (minor) (#383)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-14T16:55:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "639918bd58888419f99a814326212d6c6eff8326",
          "body": "Capture the system prompt from the existing\n`experimental.chat.system.transform` hook, which fires after OpenCode\ncombines the agent prompt with runtime context.\n\n<img width=\"882\" height=\"991\" alt=\"image\"\nsrc=\"https://github.com/user-attachments/assets/345676a9-555f-4742-9174-23dc442cda4c\"\n/>",
          "is_bot": false,
          "headline": "feat(plugins/opencode): capture system prompt (#382)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-14T16:29:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9605e60d6588a6594ab3596e6a1408a34db20c99",
          "body": "## What\n\nThe OpenCode guard previously only honored a `deny` verdict and\n**ignored** the server's `transformedInput`. So a Sigil\ntransform/redaction guard targeting tool-call arguments would evaluate\nbut never actually redact what the tool ran with — the gap reported in\nthe escalation (Transform-typ\n[…]\n empty-object transform\nstrips all args, and non-plain-object args fail open. 166 tests pass;\ntypecheck and lint clean.\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(plugins/opencode): apply guard tool-call argument transforms (#379)",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-14T11:14:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a65ce552020c906c1f55c636d70396385c4acc37",
          "body": "…(#378)\n\n## What\n\nWhen OpenCode invokes a subagent, it runs in a fresh session whose\n`Session.parentID` points at the spawning session (delivered on the\n`session.created` event). The plugin previously chained generations only\n*within* a session, so a subagent run showed up as an **unrelated\nconversa\n[…]\nent run. Fails safe (unlinked, never\nmislinked) if the ordering assumption doesn't hold. A real run or debug\nlog would close this.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(plugins/opencode): link subagent sessions to the spawning parent …",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-14T09:41:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3f957d9be48ec9588dc427e3b53cefe9f3c9a31c",
          "body": "…inference (#377)\n\n## What\n\nLangChain/LangGraph reports AWS Bedrock with a **non-canonical provider\nhint** — e.g. `ls_provider: \"amazon_bedrock\"` (sometimes `provider`).\nBoth the JS and Python framework handlers normalized any\nnon-openai/anthropic/gemini hint to `\"custom\"` and **returned it\nimmediat\n[…]\nreal handler →\nexported generation), and cross-checked with an adversarial review for\nprecedence regressions and JS↔Python parity.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(sdk): non-canonical provider hint no longer blocks Bedrock model …",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-14T07:28:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "990584fc457234df2cea91edd1acc083ab9d2f80",
          "body": "## What\n\nAdds the **`sigil-eval-starter`** coding-agent skill and fixes an SDK\ngap it surfaced.\n\n### The skill (`skills/sigil-eval-starter/`)\nAn early-stage skill (before ship, before traffic) that:\n- reads an AI agent's code and **recommends which evaluators** to set\nup, citing real lines;\n- writes\n[…]\ns SDK has the same record path and is\nnot touched here.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: sigil-eval-starter skill + agent_version propagation fix (#367)",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-13T15:17:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ab64dafc9ab568d243818aa25fc257216a8ded39",
          "body": "Auto-generated by the JS SDK publish workflow.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(sdk-js): bump version to 0.8.1 (#376)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-13T14:14:19Z",
          "body_truncated": false,
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        },
        {
          "oid": "543e4ece31198010ee10795e4b052459dedcff4a",
          "body": "Auto-generated by the Python SDK publish workflow.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(sdk-python): bump version to 0.9.3 (#373)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-13T13:40:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c42754d7efbcc9fa298ead733cea52d109aae171",
          "body": "Releases `plugins/sigil/v0.18.0`.\n\n## [0.18.0] - 2026-07-13\n\n_No user-facing changes._\n\n---\n\nThe tag `plugins/sigil/v0.18.0` will be created automatically by\n`tag-sigil-on-merge.yml` when this PR merges into main.\n\nGenerated by `.github/workflows/release-sigil.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins/sigil): release v0.18.0 (#374)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-13T13:40:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc1fc6c621f5e48c407cef087a9a580504b40ecd",
          "body": "## What\n\nLangChain/LangGraph with an AWS Bedrock **inference profile** does not\nsurface the model at request start, so it resolves to `\"unknown\"` /\nprovider `\"custom\"`. The real model — a Bedrock inference-profile ARN —\nonly arrives on the LLM **response**. As a result the token-usage metric\n(which \n[…]\nck ARNs/inference-profile IDs. Residual $0 for a specific model\nafter this ships would indicate a model-catalog gap, not this bug.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(js): backfill Bedrock inference-profile model onto generation (#375)",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-13T13:33:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8e55285662dbc449c6eef239b02ade84e1edee9f",
          "body": "…cess (#370)\n\n## Summary\n\nHardens the Go SDK generation exporter so duplicate generation responses\nfrom Sigil are treated as idempotent success instead of `Flush()`\nfailures.\n\nThis prevents Claude Code and other transcript-backed plugins from\ngetting stuck in a retry loop when they re-send a generat\n[…]\njected-export logging.\n- Keep non-duplicate rejected export results as errors.\n- Add a regression test covering `Flush()` behavior for duplicate\ngeneration results.\n\n## Testing\n\n- `go test ./go/sigil`",
          "is_bot": false,
          "headline": "fix(cc):  Treat duplicate generation export results as idempotent suc…",
          "author_name": "Jack Gordley",
          "author_login": "jgordley",
          "committed_at": "2026-07-13T09:40:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "01514d721182a17c7407d2997d6f08d7d0d8f289",
          "body": "… (#371)\n\n## What\n\nLangChain/LangGraph with an AWS Bedrock **inference profile** does not\nsurface the model at request start, so it resolves to `\"unknown\"` /\nprovider `\"custom\"`. The real model — a Bedrock inference-profile ARN —\nonly arrives on the LLM response. As a result the token-usage metric\n(\n[…]\nResidual `$0` for a specific model after this ships would indicate a\nmodel-catalog gap (separate, engineering-side), not this bug.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(python): backfill Bedrock inference-profile model onto generation…",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-13T07:50:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7ac3f8c8c82a51e38e10c580f0ea440c4427f115",
          "body": "…ng (#369)\n\n## What\n\nThe Go anthropic provider mapped `thinking` / `redacted_thinking`\ncontent blocks to Sigil thinking parts without checking for empty text.\nAdaptive-thinking models (Claude Sonnet 5 is always-adaptive on Bedrock)\nroutinely emit signature-only thinking blocks with empty text. An em\n[…]\nw regression test `TestFromRequestResponseSkipsEmptyThinkingBlocks`\n(fails on main with the validation error above).\n- `go test ./...` in `go/` and `go-providers/anthropic/`, `mise run\nlint:go` clean.",
          "is_bot": false,
          "headline": "fix(sdk-go): skip empty thinking blocks in anthropic generation mappi…",
          "author_name": "Alexander Sniffin",
          "author_login": "alexsniffin",
          "committed_at": "2026-07-09T18:56:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "513f01489557c0e5dd364095b5a093c1f8f75303",
          "body": "## What\n\nAddresses the fixable CVEs reported by `pnpm audit`: **10 high + 14\nmoderate + 4 low → 1 high + 1 moderate + 2 low** (the 4 remaining are\ngenuinely blocked — see below).\n\n## How\n\nTwo mechanisms:\n\n- **package.json bumps** where the vulnerable package is transitive but\npulled by a **direct** \n[…]\nrozen-lockfile` — in sync (reproducible)\n- `js` SDK build + typecheck — 0 errors\n- `plugins/pi` + `plugins/opencode` esbuild bundles rebuild clean\n(that's the real check that no bundled dep API broke)",
          "is_bot": false,
          "headline": "fix(sigil-sdk): address fixable npm CVEs (#366)",
          "author_name": "Dominik Broj",
          "author_login": "brojd",
          "committed_at": "2026-07-08T10:32:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5aef385939fa13fddb003075e65719ea5a416a05",
          "body": "…#361)\n\n## What\nAdds `WorkflowStep` ingest/export to the **Go** and **JS** SDKs, and\naligns the enqueue semantics across **Go, JS, and Python** so an\nidentical input produces an identical exported step (or an identical\nrejection) in every language.\n\n## Parity fixes uncovered during review\n- **Valida\n[…]\npe here — this PR covers the SDK ingest\nlayer + parity.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(go,js,python): workflow-step ingest with cross-language parity (…",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-08T07:44:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "55996134f23e0b04f7a4b5b565beef17037ef70b",
          "body": "Auto-generated by the Python SDK publish workflow.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(sdk-python): bump version to 0.9.2 (#363)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-07T18:47:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2672dcfaeee6d4c94897458199017a30947c2994",
          "body": "Auto-generated by the Python SDK publish workflow.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(sdk-python): bump version to 0.9.1 (#360)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-07T18:42:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fc7e26d4244ebd0aac7047215c4b92b56e1e263e",
          "body": null,
          "is_bot": false,
          "headline": "fix(python): nest executor spans under the execute_tool span (#362)",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-07T18:17:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "29081817951e6c0644582466dd82a72968efb21f",
          "body": "## Summary\n\nThis PR adds Go support for Experiments V1 in Grafana AI o11y.\n\nThe setup is intentionally minimal, as shown below:\n\n```go\nrun, err := sigil.WithExperiment(ctx, sigil.ExperimentOptions{\n\tClient: client,\n\tRunID:  runID,\n\tName:   \"Support agent eval\",\n\tSuite:  suite,\n}, func(ctx context.Co\n[…]\nomebrew/bin/go test ./sigil\n```\n\nand:\n\n```bash\ncd examples/experiments/go\nenv -u GOROOT GOWORK=off /opt/homebrew/bin/go test ./...\n```\n\n---------\n\nCo-authored-by: Cyril Tovena <cyril.tovena@gmail.com>",
          "is_bot": false,
          "headline": "feat(go): adding Experiments support",
          "author_name": "Jack Gordley",
          "author_login": "jgordley",
          "committed_at": "2026-07-01T14:12:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c16bed41d1e87aa57311b80bbace199592de9e2e",
          "body": "## Notes\n\nThis PR adds broad support for Experiments V1 in Grafana AI o11y. \n\nThe setup is minimal, as shown in the example snippet:\n```python\nfrom sigil_sdk import experiments as sigil\n\nwith sigil.experiment(\"Support agent eval\", suite=suite) as exp:\n    for case in suite.test_cases:\n        with e\n[…]\nt in\nwith `use_experimental_otel=True` on `sigil.experiment(...)` or\n`SIGIL_USE_EXPERIMENTAL_OTEL=true`. This path is not working yet.\n\n## Testing\n\nExtensive testing against dev and prod environments.",
          "is_bot": false,
          "headline": "feat(python): experiments v1 support (#357)",
          "author_name": "Jack Gordley",
          "author_login": "jgordley",
          "committed_at": "2026-06-30T15:08:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1af048776c3bab4eb141078466a30f3f25686c0e",
          "body": "## Summary\n\n- Add **Dependencies** and **Workflow** tab references to the\ngetting-started \"What to look for\" section so users know what to expect\nin the conversation detail view after running examples.\n- Update the LangGraph README so `capture_workflow_steps=True` explains\nit enables the **Workflow*\n[…]\nanion PR: grafana/sigil docs/dependencies-workflow-tabs\n\n## Test plan\n\n- [ ] Verify the updated READMEs render correctly on GitHub.\n- [ ] Cross-check tab names against the live conversation detail UI.",
          "is_bot": false,
          "headline": "docs: reference Dependencies and Workflow tabs in SDK docs (#355)",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-06-29T14:46:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2729b38113335e799e74e834bacc6ae50eeedad7",
          "body": "## Notes\n\n- Adds Python Claude Agent SDK support through\n`sigil-sdk-claude-agent-sdk`.\n- Adds `SigilClaudeSDKClient` for full `ClaudeSDKClient` workflows.\n- Adds `sigil_query()` as a convenience wrapper for simple `query()`\nusage.\n- Records Sigil generations, streamed messages, tool calls/results,\nu\n[…]\n for the new adapter and example.\n\n- `ruff format --check python-frameworks/claude-agent-sdk\nexamples/getting-started/python-claude-agent-sdk`\n  - Validates formatting for the new adapter and example.",
          "is_bot": false,
          "headline": "feat(python): adding claude agent SDK support (#353)",
          "author_name": "Jack Gordley",
          "author_login": "jgordley",
          "committed_at": "2026-06-29T12:44:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "52ea2d6f5265346293c386b271e6f14bed3f6712",
          "body": "## Notes\n\nCleaning up docs to point at Grafana cloud endpoints rather than local\nSigil collection endpoints",
          "is_bot": false,
          "headline": "chore(docs): clean up example references (#350)",
          "author_name": "Jack Gordley",
          "author_login": "jgordley",
          "committed_at": "2026-06-23T19:41:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27607d545c6e0574808a5bffef45bcb7dac27153",
          "body": "`examples/` mixed one-file getting-started quickstarts with offline-eval\nexperiments and a reference app. TypeScript also had no guards example.\n\nGroup the experiment dirs under `examples/experiments/`, and add index\nREADMEs.\n\nThe new typescript-hooks example follows the go-hooks and python-hooks\nfl\n[…]\nfor commit\nca6feb0822dc0280203aa4f12e8a47fb078030ec. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "docs(examples): reorganize and add TypeScript guards example (#337)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-06-23T04:42:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a1127d2dbe0596fc2432e05e3c06b48bfab73ac4",
          "body": "Releases `plugins/sigil/v0.17.0`.\n\n## [0.17.0] - 2026-06-23\n\n### Features\n\n- **plugins/sigil**: add Settings tab to the local viewer (#345)\n\n### Bug Fixes\n\n- **plugins/sigil**: stop local daemons started with go run (#344)\n\n---\n\nThe tag `plugins/sigil/v0.17.0` will be created automatically by\n`tag-s\n[…]\nthis PR merges into main.\n\nGenerated by `.github/workflows/release-sigil.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins/sigil): release v0.17.0 (#349)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-06-23T04:31:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b4aa7896659c1b40876381eb142adcd05daa592e",
          "body": "## Notes\n\nThe release workflows previously did `git commit && git push` of a\n`release/*` branch using the `grafana-plugins-platform-bot` App token,\nwhich produces an unsigned commit. A GitHub App has no user identity to\nregister a signing key against, so the fix is to let GitHub create the\ncommit se\n[…]\n (use `dry-run` where available) and confirm\nthe release-branch commit shows Verified (author = bot, committer =\n`GitHub <noreply@github.com>`), and that the PR, tags, and auto-merge\nbehave as before.",
          "is_bot": false,
          "headline": "chore(actions): sign sdk release commits from workflow actions (#347)",
          "author_name": "Jack Gordley",
          "author_login": "jgordley",
          "committed_at": "2026-06-23T04:28:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e48caf64ff3864a6017916c947e42b2cd9ac089a",
          "body": "## Notes\n\n`publish-homebrew-formula.yml` previously cloned\n`grafana/homebrew-grafana`, did `git commit && git push --force`, and\nopened a PR — an unsigned commit. A GitHub App has no user identity to\nregister a signing key against, so the fix is to let GitHub create the\ncommit server-side, where it \n[…]\nff → no PR) and\nthe existing-PR/force-push handling (updates the branch in place on\nre-run).\n\n## Testing\n\nDispatch with an existing `plugins/sigil/v*` tag and confirm the tap PR\ncommit shows Verified.",
          "is_bot": false,
          "headline": "chore(actions): sign homebrew formula commit (#348)",
          "author_name": "Jack Gordley",
          "author_login": "jgordley",
          "committed_at": "2026-06-23T04:27:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        }
      ],
      "releases_count": 12,
      "commits_last_year": 628,
      "latest_release_at": "2026-07-28T21:09:52Z",
      "latest_release_tag": "plugins/agento11y/v0.22.0",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 25,
      "days_since_latest_release": 3,
      "mean_days_between_releases": 4.7
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    "community": {
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      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 62,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": false
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          "exists": true,
          "license": null,
          "keywords": [],
          "ecosystem": "go",
          "matches_repo": true,
          "registry_url": "https://pkg.go.dev/github.com/grafana/agento11y/go",
          "is_deprecated": false,
          "latest_version": "v0.15.0",
          "repository_url": "https://github.com/grafana/agento11y",
          "versions_count": 16,
          "total_downloads": null,
          "dependents_count": null,
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          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": null,
          "latest_published_at": "2026-07-21T08:40:42Z",
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          "days_since_latest_publish": 11
        },
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          "name": "@grafana/agento11y",
          "exists": true,
          "license": "Apache-2.0",
          "keywords": [],
          "ecosystem": "npm",
          "matches_repo": true,
          "registry_url": "https://www.npmjs.com/package/@grafana/agento11y",
          "is_deprecated": false,
          "latest_version": "0.9.0",
          "repository_url": "https://github.com/grafana/agento11y",
          "versions_count": 2,
          "total_downloads": null,
          "dependents_count": null,
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          "maintainers_count": 1,
          "monthly_downloads": 1597,
          "first_published_at": "2026-07-21T15:30:28.504000Z",
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          "latest_version_yanked": null,
          "days_since_latest_publish": 10
        },
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          "exists": true,
          "license": "Apache-2.0",
          "keywords": [],
          "ecosystem": "npm",
          "matches_repo": true,
          "registry_url": "https://www.npmjs.com/package/@grafana/agento11y-core",
          "is_deprecated": false,
          "latest_version": "0.9.0",
          "repository_url": "https://github.com/grafana/agento11y",
          "versions_count": 2,
          "total_downloads": null,
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          "monthly_downloads": 373,
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                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
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                      "gap": 4.7
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                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 10
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          },
          {
            "key": "abandonment",
            "band": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
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                "key": "project_is_still_maintained",
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                "detail": "maintenance record not established from the collected data",
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                "details": [
                  {
                    "code": "abandonment_unverified",
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                ],
                "max_points": 100
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            ]
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        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 52,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "weak",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 37,
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              "forks": 14,
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              "growth_factor_pct": 100,
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            "components": [
              {
                "key": "stars",
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                    "code": "stars",
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                "max_points": 60
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              {
                "key": "forks",
                "name": "Forks",
                "detail": "14 forks",
                "points": 9.3,
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                  {
                    "code": "forks",
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                      "count": 14
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                "max_points": 25
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              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 1
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                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "readme_badge_services": [],
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
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              {
                "key": "license",
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                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
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                      "spdx": "Apache-2.0"
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                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
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              {
                "key": "code_of_conduct",
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                "points": 13.5,
                "status": "met",
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              {
                "key": "issue_template",
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              {
                "key": "pr_template",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
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          },
          {
            "key": "ecosystem_adoption",
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            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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              },
              {
                "code": "weights_renormalized",
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            "value": 59,
            "inputs": {
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                "@grafana/agento11y",
                "@grafana/agento11y-core",
                "agento11y"
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              "total_downloads": null,
              "monthly_downloads": 3374
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            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "3,374 downloads/month across go, npm, pypi",
                "points": 47,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 3374,
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                  }
                ],
                "max_points": 80
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              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 71,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
              "bus_factor": 2,
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
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                "status": "partial",
                "details": [
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                    "code": "bus_factor",
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                      "count": 2
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                "max_points": 54
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              {
                "key": "commit_distribution",
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                "points": 11.8,
                "status": "partial",
                "details": [
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "19 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 19
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                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            "value": 57,
            "inputs": {
              "merged_prs": 368,
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              "closed_unmerged_prs": 72,
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              "first_time_prs_merged_30d": null,
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "38% of issues closed",
                "points": 16,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
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                      "share": 38
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                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "368/440 decided PRs merged",
                "points": 25.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 368,
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                  }
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                "max_points": 30
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              {
                "key": "newcomer_pr_acceptance",
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                "status": "excluded",
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                    "code": "no_newcomer_prs",
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                "max_points": 13
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                ],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "excellent",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
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                "key": "ownership_backing",
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                "points": 30,
                "status": "met",
                "details": [
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                    "code": "owner_organization",
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                ],
                "max_points": 30
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              {
                "key": "verified_domain",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "owner_reach",
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                "detail": "7,140 followers of grafana",
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                "details": [
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                    "code": "owner_followers",
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
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                "details": [
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                    "code": "public_repos",
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                      "count": 587
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                  },
                  {
                    "code": "account_age_years",
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                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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            "components": [
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                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
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                "details": [
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                    "code": "publish_recency",
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
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                "detail": "16 published versions",
                "points": 20,
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                "details": [
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                    "code": "published_versions",
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                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
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                "status": "met",
                "details": [
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                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
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        "metrics": [
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            "note": null,
            "notes": [],
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            "inputs": {
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            "components": [
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                "key": "ci_workflows",
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                "detail": "11 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
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                    "code": "ci_workflows",
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
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                "details": [],
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "status": "met",
                "details": [
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                    "code": "file_list",
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                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://grafana.com/docs/grafana-cloud/observe-and-act/agent-observability/",
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              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
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                "max_points": 25
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                "key": "documentation_homepage_site",
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                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
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                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "critical",
        "name": "Security",
        "value": 19,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 1,
            "inputs": {
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              "manifests": [
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                "js-core/package.json",
                "js/package.json",
                "package.json",
                "python/pyproject.toml",
                "python/setup.py"
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              "has_codeql_workflow": false,
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              "has_dependabot_config": false
            },
            "components": [
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                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
                "detail": "published library — lockfiles are an application concern, not expected",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "lockfiles_not_expected",
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "codeql_workflow",
                "name": "CodeQL workflow",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Matched the npm:@grafana/agento11y@0.9.0 runtime dependency closure — what installing the published package pulls in — 312 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
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                  "assessed": 312
                }
              },
              {
                "code": "advisories_reachability",
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            ],
            "value": 89,
            "inputs": {
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              "affected_packages": 1,
              "assessed_packages": 312,
              "unassessed_packages": 0,
              "affected_by_severity": "moderate 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "1 affected: @opentelemetry/core 2.6.0 (moderate 5.3)",
                "points": 14.4,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "@opentelemetry/core 2.6.0 (moderate 5.3)"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 312,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 11
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "exceptional",
        "name": "AI Readiness",
        "value": 93,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "exceptional",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_llms_txt": true,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md",
                "js/docs/providers/gemini.md"
              ],
              "agent_instruction_max_bytes": 5023
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md, js/docs/providers/gemini.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md, js/docs/providers/gemini.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": "llms.txt present",
                "points": 15,
                "status": "met",
                "details": [
                  {
                    "code": "llms_txt_present",
                    "params": {}
                  }
                ],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "71 of 71 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 71,
                      "sampled": 71
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json",
                "pnpm-lock.yaml",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "examples/experiments/python/mise.toml",
                "examples/python-langchain/mise.toml",
                "mise.toml",
                "plugins/agento11y/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "js-core/tsconfig.json",
                "js/tsconfig.json",
                "plugins/opencode/tsconfig.json",
                "plugins/pi/tsconfig.json",
                "python-frameworks/claude-agent-sdk/agento11y_claude_agent/py.typed",
                "python-frameworks/google-adk/agento11y_google_adk/py.typed",
                "python-frameworks/langchain/agento11y_langchain/py.typed",
                "python-frameworks/langgraph/agento11y_langgraph/py.typed",
                "python-frameworks/litellm/agento11y_litellm/py.typed",
                "python-frameworks/llamaindex/agento11y_llamaindex/py.typed",
                "python-frameworks/openai-agents/agento11y_openai_agents/py.typed",
                "python-frameworks/pydantic-ai/agento11y_pydantic_ai/py.typed",
                "python-frameworks/strands/agento11y_strands/py.typed",
                "python-providers/anthropic/agento11y_anthropic/py.typed",
                "python-providers/gemini/agento11y_gemini/py.typed",
                "python-providers/openai/agento11y_openai/py.typed",
                "python/agento11y/py.typed"
              ],
              "agent_commit_share": 0.1,
              "toolchain_manifests": [
                "dotnet/examples/Grafana.Agento11y.DevExEmitter/Grafana.Agento11y.DevExEmitter.csproj",
                "dotnet/src/Grafana.Agento11y.Anthropic/Grafana.Agento11y.Anthropic.csproj",
                "dotnet/src/Grafana.Agento11y.Gemini/Grafana.Agento11y.Gemini.csproj",
                "dotnet/src/Grafana.Agento11y.OpenAI/Grafana.Agento11y.OpenAI.csproj",
                "dotnet/src/Grafana.Agento11y/Grafana.Agento11y.csproj",
                "dotnet/tests/Grafana.Agento11y.Anthropic.Tests/Grafana.Agento11y.Anthropic.Tests.csproj",
                "dotnet/tests/Grafana.Agento11y.Gemini.Tests/Grafana.Agento11y.Gemini.Tests.csproj",
                "dotnet/tests/Grafana.Agento11y.OpenAI.Tests/Grafana.Agento11y.OpenAI.Tests.csproj",
                "dotnet/tests/Grafana.Agento11y.Tests/Grafana.Agento11y.Tests.csproj",
                "examples/experiments/go/go.mod",
                "examples/getting-started/go-hooks/go.mod",
                "examples/getting-started/go/go.mod",
                "go-frameworks/google-adk/go.mod",
                "go-providers/anthropic/go.mod",
                "go-providers/gemini/go.mod",
                "go-providers/openai/go.mod",
                "go/go.mod",
                "java/benchmarks/build.gradle.kts",
                "java/build.gradle.kts",
                "java/core/build.gradle.kts",
                "java/devex-emitter/build.gradle.kts",
                "java/frameworks/google-adk/build.gradle.kts",
                "java/providers/anthropic/build.gradle.kts",
                "java/providers/gemini/build.gradle.kts",
                "java/providers/openai/build.gradle.kts",
                "plugins/agento11y/go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "examples/experiments/python/mise.toml, examples/python-langchain/mise.toml, mise.toml, plugins/agento11y/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples/experiments/python/mise.toml, examples/python-langchain/mise.toml, mise.toml, plugins/agento11y/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml, biome.json, ruff.toml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml, biome.json, ruff.toml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "js-core/tsconfig.json, js/tsconfig.json, plugins/opencode/tsconfig.json, plugins/pi/tsconfig.json, python-frameworks/claude-agent-sdk/agento11y_claude_agent/py.typed, python-frameworks/google-adk/agento11y_google_adk/py.typed, python-frameworks/langchain/agento11y_langchain/py.typed, python-frameworks/langgraph/agento11y_langgraph/py.typed, python-frameworks/litellm/agento11y_litellm/py.typed, python-frameworks/llamaindex/agento11y_llamaindex/py.typed, python-frameworks/openai-agents/agento11y_openai_agents/py.typed, python-frameworks/pydantic-ai/agento11y_pydantic_ai/py.typed, python-frameworks/strands/agento11y_strands/py.typed, python-providers/anthropic/agento11y_anthropic/py.typed, python-providers/gemini/agento11y_gemini/py.typed, python-providers/openai/agento11y_openai/py.typed, python/agento11y/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "js-core/tsconfig.json, js/tsconfig.json, plugins/opencode/tsconfig.json, plugins/pi/tsconfig.json, python-frameworks/claude-agent-sdk/agento11y_claude_agent/py.typed, python-frameworks/google-adk/agento11y_google_adk/py.typed, python-frameworks/langchain/agento11y_langchain/py.typed, python-frameworks/langgraph/agento11y_langgraph/py.typed, python-frameworks/litellm/agento11y_litellm/py.typed, python-frameworks/llamaindex/agento11y_llamaindex/py.typed, python-frameworks/openai-agents/agento11y_openai_agents/py.typed, python-frameworks/pydantic-ai/agento11y_pydantic_ai/py.typed, python-frameworks/strands/agento11y_strands/py.typed, python-providers/anthropic/agento11y_anthropic/py.typed, python-providers/gemini/agento11y_gemini/py.typed, python-providers/openai/agento11y_openai/py.typed, python/agento11y/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "10 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 10,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 236901,
              "source_files_sampled": 757,
              "oversized_source_files": 17
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "17/757 source files over 60KB",
                "points": 53.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 757,
                      "oversized": 17
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "example",
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
                "js/proto/agento11y/v1/generation_ingest.proto",
                "js/proto/opentelemetry/proto/collector/trace/v1/trace_service.proto",
                "js/proto/opentelemetry/proto/common/v1/common.proto",
                "js/proto/opentelemetry/proto/resource/v1/resource.proto",
                "js/proto/opentelemetry/proto/trace/v1/trace.proto",
                "proto/agento11y/v1/generation_ingest.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "js/proto/agento11y/v1/generation_ingest.proto, js/proto/opentelemetry/proto/collector/trace/v1/trace_service.proto, js/proto/opentelemetry/proto/common/v1/common.proto, js/proto/opentelemetry/proto/resource/v1/resource.proto, js/proto/opentelemetry/proto/trace/v1/trace.proto, proto/agento11y/v1/generation_ingest.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "js/proto/agento11y/v1/generation_ingest.proto, js/proto/opentelemetry/proto/collector/trace/v1/trace_service.proto, js/proto/opentelemetry/proto/common/v1/common.proto, js/proto/opentelemetry/proto/resource/v1/resource.proto, js/proto/opentelemetry/proto/trace/v1/trace.proto, proto/agento11y/v1/generation_ingest.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "example, examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "example, examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library"
      ],
      "labels": [
        "library"
      ],
      "scores": {
        "library": 15,
        "network-service": 3
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:npm",
          "weight": 6
        },
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 3
        },
        {
          "tier": "structure",
          "label": "network-service",
          "source": "api_schema",
          "weight": 3
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "OpenSSF Scorecard timed out after 240s; skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-01T15:31:14.436273Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/grafana/agento11y.svg",
  "full_name": "grafana/agento11y",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.5.0, schema v0.27.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — Go, npm, PyPI.