Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-26 19:07 UTC

spiceai / docs

Website, documentation, and blog for Spice.ai Open Source

MDXApache-2.0★ 11 stars⑂ 22 forkssince Aug 2021View on GitHub ↗

spiceai/docs holds a health index of 68 out of 100, placing it in the Moderate band. It scores highest on Vitality (91/100) and lowest on Community & Adoption (51/100). It was last updated today. 3 contributors account for most of its recent work.

68
overall / 100
Moderate

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

68
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.

Ownership

Spice.ai OSSOrganization
93 followers114 public repossince Nov 2020

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

Metrics by category

Vitality

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

91Excellent · 22% of overall

Development activity

100Excellent
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 816 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year816
human_commit_share0.97
days_since_last_push0
active_weeks_last_year52

Release discipline

78Good
How it's scored
27/27Ships releases — 99 releases published
16.2/36Release recency — latest release 215 days ago
27/27Release cadence — a release every ~17.1 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count99
latest_release_tagv1.10.2
releases_from_tagsno
days_since_latest_release215
mean_days_between_releases17.1
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

51Moderate · 18% of overall

Popularity & adoption

29Critical
How it's scored
16.2/60Stars — 11 stars
11/25Forks — 22 forks
1.7/15Watchers — 3 watchers
Inputs used
forks22
stars11
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

77Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductno
has_pull_request_templateyes

Sustainability & Governance

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

81Good · 24% of overall

Maintainer resilience (bus factor)

76Good
How it's scored
36/54Bus factor — 3 contributor(s) cover half of all commits
16.7/22.5Commit distribution — top contributor authored 26% of commits
13.5/13.5Contributor breadth — 28 contributors
10/10OpenSSF Scorecard: Contributors — project has 9 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled28
top_contributor_share0.258

Issue & PR responsiveness

98Excellent
How it's scored
46.5/46.8Issue resolution — 100% of issues closed
36.5/38.3PR acceptance — 1,694/1,777 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs1,694
open_issues1
closed_issues201
issue_closed_ratio0.995
closed_unmerged_prs83

Ownership & stewardship

69Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
14.2/25Owner reach — 93 followers of spiceai
24.4/25Track record — 114 public repos, account ~5 yr old
Inputs used
followers93
owner_typeOrganization
is_verified—
owner_loginspiceai
public_repos114
account_age_days2,091

Engineering Quality

Are baseline engineering and documentation practices in place?

52Moderate · 20% of overall

Engineering practices

50Moderate
How it's scored
24/24CI workflows — 6 workflow(s)
0/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsno
has_editorconfigyes
has_linter_configno
has_precommit_configno

Documentation

55Moderate
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://spiceai.org
10/10Repository description
0/10Topics
0/10Wiki
Inputs used
topics—
has_wikino
homepagehttps://spiceai.org
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

54Moderate · 16% of overall

Security posture

50Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 9 contributing companies or organizations
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 21 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.

Dependency advisories

72Good
How it's scored
14/35Direct dependencies free of known advisories — 1 affected: postcss 8.5.10 (high 7.5)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories34
affected_packages19
assessed_packages1,801
unassessed_packages0
affected_by_severityhigh 14, moderate 4, low 1
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 1801 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

63Moderate · 0% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — .github/copilot-instructions.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 97 of 97 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share1
agent_instruction_files.github/copilot-instructions.md
agent_instruction_max_bytes3,384

Verify loop (build / test / typecheck)

32At risk
How it's scored
0/18One-command bootstrap
0/22Automated tests
0/11Lint / format config
11/11Static type checking — website/tsconfig.json
10/10Reproducible environment — lockfile
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 2 of the last 100 commits are automated dependency updates
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Inputs used
has_nixno
has_testsno
lockfilespackage-lock.json
has_dockerfileno
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configswebsite/tsconfig.json
agent_commit_share0.01
toolchain_manifests—
dependency_bot_commit_share0.02

Code legibility for models

82Good
How it's scored
27/45Type-checkable code — MDX with type-check config (website/tsconfig.json)
55/55Manageable file sizes — 0/65 source files over 60KB
Inputs used
primary_languageMDX
largest_source_bytes25,480
source_files_sampled65
oversized_source_files0

Machine-readable interfaces

80Good
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — website/public/openapi.json
0/20MCP server
40/40Runnable examples — cookbook
Inputs used
example_dirscookbook
has_mcp_signalno
api_schema_fileswebsite/public/openapi.json

Key facts

11GitHub stars
28contributors
816commits, last 12 months
0days since last push
99releases
3bus factor
1open issues
npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 22 ⇿
0Stars
22Forks
99Releases

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.

048121620242222021-092023-122026-04
Major 1Minor 7Patch 15

Each point covers 5 days.

OpenSSF Scorecard 5.0 / 10
5.0aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-26 19:06 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 9 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities21 existing vulnerabilities detected
Direct dependencies 29
RegistryPackageVersion constraintManifest
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npm@docusaurus/faster^3.8.1website/package.json
npm@docusaurus/plugin-client-redirects^3.8.1website/package.json
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All dependencies 1,801

Full resolved dependency set from the GitHub dependency graph: 31 direct and 1,770 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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Dependency advisories 19

This repository publishes no package the index resolves, so its own dependency graph was assessed — 1,801 packages, which also include development and test pins that never ship: 19 carry known advisories, of which 1 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
postcss8.5.10directhigh28.5.18
brace-expansion1.1.13indirecthigh25.0.8
brace-expansion2.0.3indirecthigh25.0.8
js-yaml3.14.2indirecthigh24.3.0
js-yaml4.1.0indirecthigh34.3.0
js-yaml4.1.1indirecthigh24.3.0
lodash4.17.21indirecthigh34.18.0
lodash4.17.23indirecthigh24.18.0
minimatch3.1.2indirecthigh310.2.3
minimatch5.1.6indirecthigh310.2.3
serialize-javascript6.0.2indirecthigh27.0.5
sharp0.34.5indirecthigh10.35.0
uuid11.1.0indirecthigh113.0.1
uuid8.3.2indirecthigh113.0.1
@ai-sdk/provider-utils3.0.18indirectmoderate1—
http-proxy-middleware2.0.9indirectmoderate14.1.0
joi17.13.3indirectmoderate118.2.1
yaml1.10.2indirectmoderate12.8.3
@babel/core7.28.5indirectlow18.0.0-rc.6

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
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          "body": "…or temporary S3 credentials\n\nspiceai/spiceai#12041 added an `aws_session_token` component parameter to the\nDatabricks and DuckLake data connectors and to the Databricks, DuckLake, and Unity\nCatalog catalog connectors, so temporary (STS) credentials authenticate against the\nS3 object store. The parameter tables listed only the access key ID and secret.",
          "is_bot": false,
          "headline": "docs(databricks/ducklake/unity catalog): document aws_session_token f…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-26T17:17:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "753f4c991d84bf9d3fe9eb375b869666325cf160",
          "body": "…flow\n\nspiceai/spiceai#12040 added a `databricks_auth_mode` component parameter to the\nDatabricks data connector and catalog connector. Secret parameters are auto-loaded\nfrom the secret stores and the environment, so `auto` inference could switch a U2M\nSpicepod to machine-to-machine off an ambient DATABRICKS_CLIENT_SECRET.",
          "is_bot": false,
          "headline": "docs(databricks): document databricks_auth_mode for pinning the auth …",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-26T17:17:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aee5397957aef393bcaf58009657e67df1213b76",
          "body": "…y budget\n\nspiceai/spiceai#11985 added an always-on, cgroup-aware coordinated memory budget:\nwhen duckdb_memory_limit is unset, each distinct DuckDB instance is capped at a\nshare of the query memory region instead of taking DuckDB's own ~80%-of-host-RAM\ndefault, and the query pool is reduced to match. The docs still described the\nuncoordinated 80%-per-instance behavior.",
          "is_bot": false,
          "headline": "docs(duckdb accelerator): document the coordinated DuckDB/query memor…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-26T17:16:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e6ac99db0373f7210d56d986f7e4d8e532b7f5eb",
          "body": "… slot\n\nspiceai/spiceai#12026 made the CDC-accelerated catalog's slot name a pure\nfunction of the catalog name (spice_catalog_{name}_{hash}, no instance\ncomponent), so restarts and reschedules reuse the slot, and a second live\nconsumer fails the catalog to load after a bounded wait.",
          "is_bot": false,
          "headline": "docs(postgres catalog): document the deterministic shared replication…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-26T17:16:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89ae3e4089c44e6109926d504ce12affa03aef0e",
          "body": "… under lag\n\nspiceai/spiceai#12048 cross-checks the layout that will decode a table's row\nimages against the column types the binlog TableMap event itself carries, so a\nsame-column-count ALTER applied while replication is behind detaches that member\ninstead of silently scrambling columns.",
          "is_bot": false,
          "headline": "docs(mysql cdc): document the TableMap cross-check on layouts adopted…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-26T17:16:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14f7bc7edfbcb89a908cb8a7d79be3bdd0eb8cb9",
          "body": "…ion metrics (#1977)\n\nA CDC-accelerated PostgreSQL catalog that discovers no eligible table now fails\nto load with an ERROR status instead of registering empty, the startup summary\nreports the acceleration-kind split, and two gauges record table dispositions\nper refresh (spiceai/spiceai#11983). vNext only.\n\nCo-authored-by: claudespice <claudespice@users.noreply.github.com>\nCo-authored-by: Luke Kim <80174+lukekim@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs(postgres catalog): fail-loud on zero eligible tables + accelerat…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-25T18:49:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1946d314d982d95b053e3e4afd5e6f5b72d03ce6",
          "body": "All 14 HTTP rate-control metrics are declared with `.auto_register()`, so\nthey export with no `metrics:` configuration. The deployment guides told\nreaders to enable them, which is a no-op instruction.\n\nAlso documents the instrument prefix (`dataset_http_` / `dataset_graphql_`)\nand the `origin` attribute that replaces the usual `name` attribute.",
          "is_bot": false,
          "headline": "docs(http/graphql): rate-control metrics are auto-registered, not opt-in",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-25T18:41:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "817c081790ed459b73f95f62ce9a9c7eaca3ae0c",
          "body": "…e table\n\nNearly all Postgres replication metrics are declared with `.auto_register()`,\nso the guide's \"Enable them in the dataset's `metrics` section\" was a no-op\ninstruction. Names the opt-in exceptions per release and adds the seven vNext\nmetrics the table was missing.",
          "is_bot": false,
          "headline": "docs(postgres): correct replication metrics registration; complete th…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-25T18:41:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1a86f5ec69cea10b6236070868a3371330b0256",
          "body": "Since v2.0, MetricSpec supports .auto_register(); those metrics export with\nno `metrics` block and are turned off with `enabled: false`. The blanket\n\"disabled by default\" claim on the Component Metrics page and the datasets\nreference is wrong for them.",
          "is_bot": false,
          "headline": "docs(observability): component metrics are not all disabled by default",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-25T18:40:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "82b5a6af3524be5fb9e29ed0f46559a7cd360471",
          "body": "…at: unix_nanos\n\nOTLP metric ingest now supports Histogram data points and the dataset\n`time_format: unix_nanos` value that OTLP's nanosecond timestamps need\n(spiceai/spiceai#11992). vNext only — both shipped after v2.1.1.",
          "is_bot": false,
          "headline": "docs(otlp): document histogram ingest, ingested schema, and time_form…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-25T18:40:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99a3093924e2a068082a41e32f7ade2b3e60249f",
          "body": "… (vNext)\n\npg_replication_initial_snapshot is an enum defaulting to auto, not the boolean\ntrue the connector reference still claimed; pg_publication derives from an\nexplicit slot; and pg_replication_ready_lag /\npg_replication_member_channel_capacity were missing rows.\nAll per spiceai/spiceai#11777, vNext only.",
          "is_bot": false,
          "headline": "docs(postgres): correct and complete the CDC replication params table…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-25T18:40:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e6b6fecf071573412c68cb4d5db9b1b295fe1664",
          "body": "…ext)\n\nrefresh_mode: changes now builds its replication connection from\npg_connection_string (key=value and URI forms) instead of requiring discrete\npg_host/pg_user/pg_db (spiceai/spiceai#12000). A connection string that omits\nsslmode defaults to verify-full on the WAL transport, unlike the discrete path's\nprefer.",
          "is_bot": false,
          "headline": "docs(postgres cdc): document pg_connection_string support for CDC (vN…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-25T18:39:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a7ff75b80af437fdd9620fa374f546d0b4f78d6d",
          "body": "engine: elasticsearch now writes through a local Tantivy warm index that serves\nsearches, falling back to Elasticsearch only on empty results and only when\non_zero_results: use_source (spiceai/spiceai#11971). Multi-column datasets and\nwarm-tier build failures keep the Elasticsearch-only path.",
          "is_bot": false,
          "headline": "docs(search): document the Elasticsearch FTS warm tier (vNext)",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-25T18:39:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b051fcc1fc466849568e930a81d2ee9f844f936e",
          "body": "Every refresh_mode: changes dataset that connects the same way now shares one\nCOM_BINLOG_DUMP connection and server_id (spiceai/spiceai#11814), replacing the\nstale \"one binlog connection per dataset / shared connection is a follow-up\"\nlimitation. Also corrects the mysql_replication_server_id default (derived from\nconnection identity, not the dataset name) and adds the auto-registered\nreplication_member_attached gauge. vNext only.",
          "is_bot": false,
          "headline": "docs(mysql cdc): document the always-on shared binlog connection",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-25T18:38:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a84b83e9a2c1d4cb40f380853b9e7734e2df4106",
          "body": "The Unified CDC config change (spiceai/spiceai#11777, post-v2.1.1) renamed\nthe DynamoDB Streams params to the shared replication vocabulary and\ndeprecated the old names as dual-read aliases:\n\n- ready_lag -> dynamodb_replication_ready_lag\n- lag_exceeds_shard_retention_behavior -> dynamodb_replication\n[…]\n\n\nDocs still presented the deprecated names as canonical and listed the\nremoved ready_before_load value as a valid option (even in examples).\nvNext-only; versioned snapshots keep the pre-rename names.",
          "is_bot": false,
          "headline": "docs(dynamodb): rename CDC streams params to unified vocabulary (vNext)",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-24T16:36:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "419216124019d0e92d61fe17617103589696508f",
          "body": "The Spice.ai connector deployment guide named two acceleration refresh\nmetrics that are not registered anywhere in source:\n\n- refresh_last_duration_ms -> dataset_acceleration_refresh_duration_ms\n- refresh_errors_total      -> dataset_acceleration_refresh_errors\n\nReal names verified at crates/runtime\n[…]\nexports counters with\n.without_counter_suffixes(), so the registered name is emitted verbatim).\n\nCorrection predates versioning; fixed in vNext + 2.1.x + 2.0.x (both names\nexist in v2.0.1 and v2.1.1).",
          "is_bot": false,
          "headline": "docs(spiceai): correct fabricated acceleration refresh metric names",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-24T16:36:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9256600d5d296af0fe27fc18f5931f8fff02e308",
          "body": "…te counters\n\nThe replication metrics table abbreviated two of the three row-level\ncounters as bare `updates_total` / `deletes_total` in a slash-combined\ncell. As standalone tokens those are not valid metric names; the exported\nnames are `dataset_postgres_replication_updates_total` and\n`dataset_post\n[…]\nnnector-postgres, exported with the dataset_postgres_ prefix like the\nalready-full inserts entry). Spelled out for copy-paste correctness.\n\nCorrection predates versioning; fixed vNext + 2.1.x + 2.0.x.",
          "is_bot": false,
          "headline": "docs(postgres cdc): use full metric names for replication update/dele…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-24T16:34:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bcc33c6177501cef8d05225fe3060d9f4b06a3ff",
          "body": "…Next)\n\nThe Unified CDC config change (spiceai/spiceai#11777, post-v2.1.1, vNext)\nturned pg_replication_initial_snapshot from a boolean (default true) into\nthe shared enum auto|always|disabled (default auto); the legacy booleans\ntrue/false are still accepted but deprecated (map to auto/disabled). Th\n[…]\non_member_channel_capacity (shared-slot only, default 1024).\n\nvNext-only: v2.1.1 still ships the boolean default:true and has no\nready_lag/member_channel_capacity, so versioned snapshots stay correct.",
          "is_bot": false,
          "headline": "docs(postgres cdc): pg_replication_initial_snapshot is now an enum (v…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-24T16:34:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6080418c5cd22f141bc5ad67f1eaceaa458797b5",
          "body": "…eader (vNext)",
          "is_bot": false,
          "headline": "docs(https): document OAuth2 client-credentials grant + custom auth h…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-24T15:05:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a074f29c326d5d252d93e5b2778f5aad35bd074",
          "body": null,
          "is_bot": false,
          "headline": "docs(runtime): document metric_prefix validation rules (vNext)",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-24T15:04:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "713607ce04f562ba092e70b1ac5379bf39836d9d",
          "body": "…(vNext)",
          "is_bot": false,
          "headline": "docs(cayenne): promote accelerator status Release Candidate → Stable …",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-23T14:51:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6afc77d5594dfa5f298827b1d98044371f6ae0e8",
          "body": "New feature from spiceai/spiceai#11955: any Debezium source plugin can\nstream change events directly into a Spice-accelerated dataset over HTTP\n(POST /v1/datasets/{name}/cdc), JSON or Avro, with no Kafka bus.\n\n- Add website/docs/features/cdc/debezium-ingest.md (new page)\n- List the push-ingest path \n[…]\ns section\n\nParams documented with the runtime-required cdc_ prefix\n(cdc_schema_registry_url, cdc_avro_schema) — the connector uses\nParameterSpec::component, so the unprefixed form is silently ignored.",
          "is_bot": false,
          "headline": "docs(cdc): document Debezium push ingest (from: cdc:, no Kafka)",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-23T14:51:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2e5ab568437e33b1b9c5c325306e979a39496725",
          "body": "spiceai/spiceai#11979 extends Cayenne maintained-aggregate IVM views so\nSUM and AVG accept Decimal128 columns (the CDC money-column case), with\nexact i128 backing-value accumulators. Document the supported types and\nDataFusion's decimal return types:\n  SUM(p,s) -> Decimal128(min(38,p+10), s)\n  AVG(p,s) -> Decimal128(min(38,p+4), min(38,s+4))  (non-negative scale)\nDecimal256 is not supported.\n\nvNext-only (feature is post-v2.1.1); no versioned-docs propagation.",
          "is_bot": false,
          "headline": "docs(cayenne): maintained SUM/AVG now support Decimal128 (vNext)",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-23T14:50:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8a4965bcc324782e0e79fb2d6f3319a03a92509",
          "body": "spiceai/spiceai#11973 makes Cayenne cold-tier promotion cluster by the\nhottest columns observed in query pushdown filters when neither\ncayenne_datalake_clustering_columns nor cayenne_sort_columns is set\n(previously it fell straight through to the primary key). Update the\nclustering-key fallback prec\n[…]\n parameter table and\nthe datalake clustering prose to: clustering_columns -> sort_columns ->\nobserved hot filter columns -> primary key.\n\nvNext-only (F4 is post-v2.1.1); no versioned-docs propagation.",
          "is_bot": false,
          "headline": "docs(cayenne): document default-on adaptive cold clustering (F4, vNext)",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-23T14:50:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c3d421459d98a9c9506346600b2ff84d36959e99",
          "body": "…pdates\n\nBumps the npm_and_yarn group with 10 updates in the /website directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [body-parser](https://github.com/expressjs/body-parser) | `1.20.5` | `1.20.6` |\n| [dompurify](https://github.com/cure53/DOMPurify) | `3.4.0` | `3.4.12` |\n| [fast-uri](https\n[…]\nroup: npm_and_yarn\n- dependency-name: websocket-driver\n  dependency-version: 0.7.5\n  dependency-type: indirect\n  dependency-group: npm_and_yarn\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump the npm_and_yarn group across 1 directory with 11 u…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-22T18:31:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d0a6e9ab2401ab04b5d8a4fcc8dbc76bf700a56e",
          "body": "spiceai/spiceai#11777 unified the CDC config across connectors and removed\nthe pre-unification MySQL param aliases (feature never shipped in a release).\n\n- mysql_replication_snapshot_mode -> mysql_replication_initial_snapshot\n  (values auto|never|always -> auto|always|disabled; 'never' -> 'disabled')\n- mysql_replication_invalid_position_behavior -> mysql_replication_invalid_checkpoint_behavior\n  (value 'rebootstrap' -> 'restart')\n- add mysql_replication_ready_lag (default 2s)",
          "is_bot": false,
          "headline": "docs(cdc): rename MySQL replication params to unified CDC vocabulary",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-22T18:30:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "faacb660d0e838d3b409bb4d00dda7b22c32c29e",
          "body": "…ment exclude",
          "is_bot": false,
          "headline": "docs(postgres catalog): replica-identity-aware CDC eligibility + docu…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-22T18:29:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a56af33e2599545ff1731fb6ef092c6f33b42d1",
          "body": "…(vNext)",
          "is_bot": false,
          "headline": "docs(cayenne): cayenne_delta_encoding auto encodes every delta light …",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-22T18:29:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "628de2a649f8dce77916abe6848e1974c926302d",
          "body": "Bumps the npm_and_yarn group with 1 update in the /website directory: [qs](https://github.com/ljharb/qs).\n\n\nUpdates `qs` from 6.14.2 to 6.15.2\n- [Changelog](https://github.com/ljharb/qs/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/ljharb/qs/compare/v6.14.2...v6.15.2)\n\n---\nupdated-dependenc\n[…]\n dependency-type: indirect\n  dependency-group: npm_and_yarn\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump qs (#1764)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-22T03:50:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e590ef5ef0f47c5f24aa201a4722b04c4660e280",
          "body": "…hole-table (#1920)\n\nspiceai/spiceai#11745 rewrote cold-tier (datalake) promotion from\nwhole-table re-materialization to incremental carry-forward:\n- dirty/clean manifest classification via per-PK-column stat rectangles\n  refined by per-file PK bloom filters (conservative in the safe direction)\n- cl\n[…]\nadd a\nphysical-GC bullet to match current trunk.\n\nCo-authored-by: claudespice <claudespice@users.noreply.github.com>\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs(cayenne): datalake promotion is incremental carry-forward, not w…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-22T03:41:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c75504e97760e802cfe7f2cd271907fb6eecd2a9",
          "body": "…e_datalake_tiering_check_interval_ms (#1942)\n\nspiceai/spiceai#11920 hard-renamed the param (no alias, added after v2.1.0)\nand rephrased the runtime traces/errors to 'datalake tiering' language. The\nold key is now silently ignored, so update all three occurrences on the vNext\nCayenne accelerator page and align the affected descriptions to the runtime's\nnew vocabulary.\n\nCo-authored-by: claudespice <claudespice@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs(cayenne): rename cayenne_datalake_promotion_interval_ms → cayenn…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-22T03:41:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45784caaeadace1418f726473ec8b7051ec11bf6",
          "body": "* v2.1.1 Release Blog\n\n* Fix MDX link syntax in v2.1.1 release note",
          "is_bot": false,
          "headline": "v2.1.1 Release Blog (#1954)",
          "author_name": "Wyatt Wenzel",
          "author_login": "wyattwenzel",
          "committed_at": "2026-07-22T00:50:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eee58b2253cb8fe43390f00def3911c90a3fee39",
          "body": "…ly Kafka as a changes source\n\nThe global 'Changes Refresh Mode' reference listed PostgreSQL, DynamoDB,\nKafka, and Debezium as CDC-capable connectors — but Kafka is append-only\n(refresh_mode: append, not changes), and MySQL (binlog) and MongoDB\n(change streams) native CDC were omitted despite having\n[…]\nB rows of the connector\noverview matrix (vNext).\n\nVersioned 2.1.x/2.0.x carry the same wrong Kafka claim and MongoDB\nomission (corrected); MySQL CDC is not in those releases, so it is not\nadded there.",
          "is_bot": false,
          "headline": "docs(cdc): surface MySQL + MongoDB native CDC; stop listing append-on…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-21T22:46:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f78a3cfe91642a94bb84705b6c4e9088cc641e8e",
          "body": "…g into a /performance subpage\n\nAdds a 'Change Data Capture (refresh_mode: changes)' section to the\nCayenne accelerator page that consolidates the previously-scattered CDC\nstory: Cayenne as the recommended changes sink, links to every Spice CDC\nconnector (Postgres/MySQL/MongoDB/DynamoDB/Debezium) an\n[…]\n file-size) into a dedicated\ncayenne/performance.md subpage (auto-added to the sidebar), leaving a\npointer on the index page. Repoints the in-page parameter-table\nreferences to the new page's anchors.",
          "is_bot": false,
          "headline": "docs(cayenne): add consolidated CDC section + split Performance Tunin…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-21T22:45:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "68b7e194acf7ea24cc3db604201b59facae28e6f",
          "body": "… -> 50 MB, not 128 MB)\n\nThe Performance Tuning guide stated the Cayenne footer cache defaults to\n128 MB. Since v2.0, cayenne_footer_cache_mb is Option<usize> = None, and\nwhen unset the runtime applies DataFusion's 50 MB file-metadata-cache\nlimit (footer_cache_mb: Option<usize> in crates/cayenne). This matches\nthe Cayenne accelerator page, which was already corrected. Fixed in\nvNext + 2.1.x + 2.0.x; 1.11.x keeps 128 MB (correct for that release,\nbefore the field became Option).",
          "is_bot": false,
          "headline": "docs(performance-tuning): correct Cayenne footer-cache default (unset…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-21T22:45:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7bb2471483d0bb660a6309f57a7c3988a3e1e93d",
          "body": "…erformance subpages\n\nExtends the dedicated /performance subpage pattern (established for the\nCayenne accelerator) to the two connectors that carried a top-level\nPerformance section:\n\n- Microsoft SQL Server: converts mssql.md -> mssql/{index,performance}.md;\n  moves the '## Performance' section (Top\n[…]\n/.../mssql), so all inbound links keep working. Fixed one now-self-\nreferential link (./index.md -> ../index.md) on the MSSQL page. The\nautogenerated sidebar picks up the new subpages via frontmatter.",
          "is_bot": false,
          "headline": "docs(connectors): split MSSQL + ScyllaDB Performance sections into /p…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-21T22:45:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "408b4c6d598d981f580c5c9f9ca3653beb757787",
          "body": "… in example",
          "is_bot": false,
          "headline": "docs(google): correct false default-model claim; use current GA model…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-21T16:49:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14141a65511224fc3be7d1acff61d676ed0c2908",
          "body": "…delete / skip, not fail)",
          "is_bot": false,
          "headline": "docs(mongodb): correct missing-fullDocument CDC behavior (substitute …",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-21T16:49:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5cd25ac176560ffdd7f90db91b44895dae5c31c",
          "body": "Documents the new catalog-wide acceleration block added in\nspiceai/spiceai#11897: opting a PostgreSQL catalog into\nacceleration.refresh_mode: changes bootstraps and CDC-accelerates every\ndiscovered table over a single shared replication slot/publication, with\nno per-table configuration.",
          "is_bot": false,
          "headline": "docs(postgres catalog): document catalog-level CDC acceleration",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-21T16:48:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8c32f9b47dc8f5dc9dc5074d24cab3aedacd96f1",
          "body": "… guidance\n\nThe SQLite accelerator exposes no connection-string, post-startup-SQL, or\npragma channel — its only user knobs are the `busy_timeout` and `file`\nparams (crates/runtime/src/dataaccelerator/sqlite.rs). Pragmas (cache_size,\njournal_mode, etc.) are set by the runtime/pool at connection setup\n[…]\neai/spiceai origin/trunk + v2.1.0 (sqlite accelerator\nPARAMETERS = file, busy_timeout, file_watcher only) and the pinned\ndatafusion-table-providers rev 12321c06 (base pragmas incl. cache_size=-20000).",
          "is_bot": false,
          "headline": "docs(sqlite-accel): remove fabricated pragma/connection-string config…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-20T14:40:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "212f75b8183853b2d082ea15365030d0737c8bd8",
          "body": "The Cayenne S3 Express per-request client timeout defaults to 2 minutes\n(120s), not '5 minutes per request'. Verified across v1.11.6, v2.0.1,\nv2.1.0, and trunk: the object-store ClientOptions timeout is\nDuration::from_secs(120) / from_mins(2) on every S3 path (warm, cold,\nvalidation); the only large\n[…]\n crates/runtime/src/dataaccelerator/cayenne/mod.rs:887,1203\n(default_timeout = from_secs(120) // 2 minutes per request);\ntrunk + v2.1.0 crates/runtime/src/dataaccelerator/cayenne/s3.rs (from_mins(2)).",
          "is_bot": false,
          "headline": "docs(cayenne): correct S3 Express request-timeout figure (2 min, not 5)",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-20T14:40:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ca86e7ab1073fe044563222bc163dbe67a3a3263",
          "body": null,
          "is_bot": false,
          "headline": "docs(cayenne): document maintained aggregates (min/max in vNext)",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-20T14:39:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dced63a35c971b8f847053a47d3b0c042f9a3936",
          "body": "…acceleration.mode reference\n\nCayenne supports `mode: memory` on trunk/vNext (spiceai#11720). The\nacceleration.mode reference pages (datasets.md, views.md) still said memory\nmode is 'Not supported for Spice Cayenne', contradicting the Cayenne\naccelerator page and data-accelerators index. Same claim fixed page-only in\ndocs #1928; these two reference stragglers were missed. vNext-only — memory\nmode is not in v2.1.0/v2.0.x, so versioned docs keep the original wording.",
          "is_bot": false,
          "headline": "docs(cayenne): correct 'memory mode not supported' claim on spicepod …",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-20T14:39:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc3ca72dd84962b3819614db41609c5ff8b76bf9",
          "body": "…github, graphql, https)\n\nThe github and graphql connectors do not use the shared resilient_http\ntransport at all (github uses plain reqwest + its own rate_limit.rs;\ngraphql uses default_spice_client + its own execute_with_retry loop), and\nresilient_http registers no OpenTelemetry instruments — it o\n[…]\ntomicU64 retry/inflight counters. There is no 'HTTP\nresponse status distribution' metric emitted for any of these connectors,\nso the observability bullet was fabricated on all three deployment guides.",
          "is_bot": false,
          "headline": "docs(metrics): remove fabricated resilient_http observability claim (…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-20T14:38:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8ae35e9424d8320f3297ec66ad3a78b552f75cad",
          "body": "…metric names\n\nThe deployment guides referenced `query_failures_total` and\n`dataset_acceleration_refresh_errors_total`, but spiced's Prometheus exporter\nis built with `.without_counter_suffixes()` (bin/spiced/src/lib.rs), so the\n/metrics endpoint emits counter names exactly as registered — no _total\n[…]\ny table already uses\nthe correct `query_failures`.\n\nSame class as #1911/#1913. Correction applies to all versions (v2.0.1 and\nv2.1.0 both ship .without_counter_suffixes() + the bare instrument names).",
          "is_bot": false,
          "headline": "docs(metrics): remove fabricated _total suffix from deployment-guide …",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-20T14:38:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7bbf0b4d3209e13f84a83094edb82ce3e2e2115c",
          "body": "…efaults to auto",
          "is_bot": false,
          "headline": "docs(cayenne): schema_inference removed (always-on); cayenne_tuning d…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-20T14:37:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45dd04dbb06cc9a272d412a641b747f0ac5681d4",
          "body": "…e_datalake_tiering_check_interval_ms",
          "is_bot": false,
          "headline": "docs(cayenne): rename cayenne_datalake_promotion_interval_ms → cayenn…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-20T14:37:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a169b9a287cee4c75dc8d0e2ba17a797f869b40",
          "body": "…ed_type_action, resilient discovery\n\nPostgreSQL Catalog Beta review resolved three documented limitations on trunk:\n- Materialized views and foreign tables are now discovered (spiceai/spiceai#11874)\n- unsupported_type_action honored via dataset_params, defaults to string (spiceai/spiceai#11875)\n- Per-schema discovery failures skip-and-warn instead of aborting the catalog (spiceai/spiceai#11873)",
          "is_bot": false,
          "headline": "docs(postgres catalog): matviews/foreign tables discovered, unsupport…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-20T14:35:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fec9a9d123cda736e4d7724bc5503386fae0a014",
          "body": "…ert gate)",
          "is_bot": false,
          "headline": "docs(cayenne): document serializable transactions (BEGIN/COMMIT + ass…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-20T14:35:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "420e6a05864ae80a60b2a7339ac51e6026b810bf",
          "body": null,
          "is_bot": false,
          "headline": "docs(ducklake): document ducklake_automatic_migration param",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-17T05:19:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8fb9254e9b73646bf6b1fb8dd34f13bfbd44d8d4",
          "body": "…unset, no 128)",
          "is_bot": false,
          "headline": "docs(cayenne): correct footer_cache_mb default in v2.1.x (50 MB when …",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-17T05:19:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "529150e73a8724b853e5c2ead293386240b31ae5",
          "body": null,
          "is_bot": false,
          "headline": "docs(cayenne): document cayenne_metastore_* runtime.params tuning knobs",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-17T05:19:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "00e02ca7af4544061896bbb6b46421fd0785a909",
          "body": "…string channel)",
          "is_bot": false,
          "headline": "docs(duckdb): correct connector memory/spill guidance (no connection-…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-17T05:18:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b77614b0bfc6ec77543e4cadc90e89b2433cb943",
          "body": "…ide (missed #1906 propagation)",
          "is_bot": false,
          "headline": "docs(duckdb): fix stale memory-limit guidance in 2.1.x accelerator gu…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-17T05:18:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3c3539a9b13fb686807c79b2c0012fa644146f0",
          "body": "… memory shipped in #11720)\n\nCayenne now supports mode: memory (fully in-RAM, ephemeral) on trunk via spiceai/spiceai#11720, but the vNext docs still stated memory mode is unsupported in three places.",
          "is_bot": false,
          "headline": "docs(cayenne): correct false 'memory mode not supported' claim (mode:…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-15T05:20:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e207c267a8bcdd24636f298d16f0ba0ec9097c9c",
          "body": null,
          "is_bot": false,
          "headline": "docs(runtime): document runtime.query.timeout parameter",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-15T05:19:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e26962c58aaa9ac5d3a1a9214f06dfe3bf7bef88",
          "body": "…emini-embedding-2\n\nGoogle shut down text-embedding-004 on 2026-01-14. Update all Google AI\nembedding examples to default to google:gemini-embedding-2 (the latest GA\nmodel) and the legacy example to google:gemini-embedding-001 (still available).\n\nAlso correct the false claim that the model ID defaul\n[…]\nng-004:\nthe runtime's google() embedding path requires an explicit model ID and errors\nwith ModelNotProvided when absent (crates/runtime/src/model/embed.rs), across\nv1.11.x through trunk.\n\nFixes #1926",
          "is_bot": false,
          "headline": "docs(embeddings): replace deprecated Google text-embedding-004 with g…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-15T05:19:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "728d23a1756f01768fa60b9b1985121e45314173",
          "body": "The docs referenced '30+' / 'over 30' connectors, but the canonical\ndata-connectors table now lists 40 (~39 distinct). Bump the three\ncount references to reflect the current lineup:\n\n- comparison.md: 30+ -> 40+ connectors\n- components/index.md: over 30 -> over 40 connectors\n- use-cases/ai/multi-tenant-agents: 30+ -> 40+ data sources",
          "is_bot": false,
          "headline": "docs: update connector count references to 40+",
          "author_name": "Luke Kim",
          "author_login": "lukekim",
          "committed_at": "2026-07-14T08:25:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb899cbcaed5e2083adbdd53d110ed7b07f9dd80",
          "body": null,
          "is_bot": false,
          "headline": "chore: update browserslist caniuse-lite database (#1915)",
          "author_name": "Luke Kim",
          "author_login": "lukekim",
          "committed_at": "2026-07-14T00:53:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7a78e46e28e529cafb79534637677a76d0224f3",
          "body": "…nly auth\n\nThe Cosmos DB connector authenticates with account keys / connection\nstrings only (no Microsoft Entra ID / AAD token path). Data-plane RBAC\nroles such as 'Cosmos DB Built-in Data Reader' apply only to Entra ID\nidentities, so they cannot scope access under key auth — account keys\ngrant ful\n[…]\nt-level access. The deployment guide's recommendation to\n'scope read-only RBAC role assignments' directly contradicted the same\npage's 'key-based authentication only' statement and was not actionable.",
          "is_bot": false,
          "headline": "docs(cosmosdb): correct misleading data-plane RBAC guidance for key-o…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-14T00:40:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "32285bd989645eadc6da98bb399d19cbddb31dd0",
          "body": "Cold (datalake) tier registration now hard-fails or warns on\nmisconfigurations instead of silently over-forcing or no-op'ing\n(spiceai/spiceai#11812):\n\n- Explicit cayenne_deletion_mode: position + datalake enabled is now\n  rejected at registration (was: silently auto-forced to key with a log).\n- A da\n[…]\nration.\n- Unknown cayenne_datalake_clustering_columns entries are ignored with a\n  warning.\n\nvNext-only: the datalake tier (cayenne_datalake_* params) does not exist\nin versioned_docs (2.0.x / 2.1.x).",
          "is_bot": false,
          "headline": "docs(cayenne): document datalake tier registration-time validation",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-14T00:40:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1c041fb0749b435116655702baf1c6dcde9fc46a",
          "body": "…tes are pushed down",
          "is_bot": false,
          "headline": "docs(elasticsearch): correct filter-pushdown claim — no WHERE predica…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-13T03:07:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8bba051cedec703a83a8af4de27933b4335a0356",
          "body": "…(fix silently-ignored keys)",
          "is_bot": false,
          "headline": "docs(cayenne): complete cold-tier param rename to cayenne_datalake_* …",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-13T03:06:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ba3f5e0aca7001d0ca1146217f4acba23b7f6460",
          "body": "DuckDB partitioned acceleration was removed in spiceai/spiceai#11808. The\nDuckDB engine now rejects `partition_by` at load time; the `partition_mode`,\n`duckdb_partitioned_write_flush_threshold_rows`, and `partitioned_write_buffer`\nparams are gone. Update the partitioning feature page and the DuckDB accelerator\nreference to reflect that only the arrow and cayenne engines support partitioning.\n\nvNext-only: DuckDB partitioning shipped in v2.1.0, so versioned_docs stay.",
          "is_bot": false,
          "headline": "docs(duckdb): remove partitioned DuckDB acceleration (removed in vNext)",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-13T03:06:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4fc60d0cad64f7b40353f90a420841a2b3d4388",
          "body": "…artitions\n\nspiceai/spiceai#11798 changed the PostgreSQL catalog connector to register\nonly the declaratively-partitioned parent and exclude leaf partitions (children\nin pg_inherits, covering both declarative partitions and legacy inheritance),\nresolving #11726. The published Limitations note claime\n[…]\nte; querying the parent returns rows from all\npartitions.\n\nvNext-only: 11798 is not in v2.1.0, so versioned_docs (v2.0.x describes the\nprior double-registration behavior correctly) are left untouched.",
          "is_bot": false,
          "headline": "docs(postgres catalog): register partitioned parent only, not child p…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-13T03:06:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "eb0566d469c5d9b054ac46c9b9ce6f73a84c4e1e",
          "body": "The cold (datalake) tier was finalized in spiceai/spiceai#11731, which\nrenamed the enabling params and constrained the location scheme after the\ndocs were first written (spiceai/docs#1882). Correct the docs to match the\ncurrent runtime:\n\n- cayenne_cold_tier_location -> cayenne_datalake_location (the\n[…]\not the warm S3 Express bucket\n- document the cayenne_datalake_s3_* credential params, cayenne_datalake_gc_interval_ms,\n  the refresh_mode: changes|append requirement, and the default promotion trigger",
          "is_bot": false,
          "headline": "docs(cayenne): correct cold object-store tier params to match v1 impl",
          "author_name": "claudespice",
          "author_login": "claudespice",
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          "body": "MySQL now implements extended schema inference (spiceai/spiceai#11742),\nmirroring PostgreSQL and MongoDB. Update the schema_inference reference so\nthe supported-connector list matches the runtime.",
          "is_bot": false,
          "headline": "docs(datasets): add MySQL to schema_inference: extended connector list",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-11T01:13:55Z",
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        },
        {
          "oid": "0a940264fea17831b5743326d049f6cff9a95989",
          "body": "…out drift\n\nspiceai/spiceai#11761 makes the MySQL binlog stream refuse to resume when the\nsource table's column layout drifted incompatibly with the recorded position\n(not only when the position was purged), governed by the same\nmysql_replication_invalid_position_behavior parameter. Document the broadened\nscope and the compatible-vs-incompatible schema-change handling.",
          "is_bot": false,
          "headline": "docs(mysql-cdc): invalid_position_behavior now also guards source-lay…",
          "author_name": "claudespice",
          "author_login": "claudespice",
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        },
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          "oid": "46f4663ab13aa15eff9538671810a7ff3699e35b",
          "body": "Documents known limitations of the PostgreSQL Catalog Connector for the\nAlpha release criteria: materialized views / foreign tables not discovered,\npartitioned-table child registration, include-filters-tables semantics,\nunsupported column type handling, partial-discovery-failure behavior,\nAmazon Redshift metadata caveats, and read-only catalog tables. Links the\ntracking issues (#11724, #11725, #11726, #11728) and the cookbook recipe.\n\nApplied to current (vNext) and version-2.0.x docs.",
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          "headline": "docs(postgres catalog): add Limitations and Cookbook sections (#1909)",
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          "is_bot": false,
          "headline": "docs(s3): correct client_timeout default (30s from object_store, not …",
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          "headline": "docs: remove fabricated transport/IO metrics claims (object-store + F…",
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          "body": "…#11684)\n\nPR #11684 deleted the model_components crate and all ONNX/Tract ML\ninference, including the /v1/predict and /v1/models/{name}/predict\nendpoints. Update the Models component, ML feature page, and spicepod\nmodels reference to reflect LLM-only model serving. The model 'datasets'\nfield now scopes an LLM tool table allowlist (create_table_allowlist /\nwith_table_patterns) rather than preselecting an ML inference dataset.",
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          "headline": "docs(models): remove traditional ML (ONNX) inference (spiceai/spiceai…",
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          "is_bot": false,
          "headline": "docs(releases): add v2.1.0 release notes and update announcement bar …",
          "author_name": "Jack Eadie",
          "author_login": "Jeadie",
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          "headline": "Add versioned docs for v2.1 (#1903)",
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          "body": "… target_partitions), not core count)",
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          "headline": "docs(cayenne): correct cayenne_write_concurrency auto default (min(4,…",
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          "is_bot": false,
          "headline": "docs(cayenne): scope metastore journal_mode=WAL to SQLite backend (Tu…",
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          "is_bot": false,
          "headline": "docs(accelerators): correct non-existent connection-string config gui…",
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          "is_bot": false,
          "headline": "docs(mysql): document native MySQL binlog replication (refresh_mode: …",
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          "author_login": "claudespice",
          "committed_at": "2026-07-08T15:03:03Z",
          "body_truncated": false,
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          "body": "…taFusion 50 MB applies when unset)",
          "is_bot": false,
          "headline": "docs(cayenne): correct cayenne_footer_cache_mb default (no 128 MB; Da…",
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          "is_bot": false,
          "headline": "ci: add base_branch input to create-release workflow (#1899)",
          "author_name": "Jack Eadie",
          "author_login": "Jeadie",
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          "body": "…default, not 127.0.0.1:9090) (#1808)\n\nCo-authored-by: claudespice <claudespice@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs(cli): correct spice run --metrics-endpoint default (disabled by …",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-07T03:10:39Z",
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        },
        {
          "oid": "e35030044fe4ce7865cc1361ed5ec0ec2980fcf7",
          "body": "The query-memory default under active Cayenne acceleration was documented\nas 75%, but spiceai/spiceai#11641 reduced CAYENNE_QUERY_MEMORY_PERCENT from\n75 to 70 (crates/runtime/src/datafusion/builder.rs:1500). The non-Cayenne\ndefault remains 90%.\n\nvNext-only: like the original 75% value, the reduced default is post-v2.0.1,\nso versioned docs correctly keep the flat 90%.",
          "is_bot": false,
          "headline": "docs: correct Cayenne query-memory default 75% -> 70%",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-06T15:48:17Z",
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        },
        {
          "oid": "50c45cec135c6379f3b3815c6726c19c8bde6cbe",
          "body": "databricks_use_ssl is read only in the spark_connect match arm\n(crates/data-connectors/connector-databricks/src/lib.rs); its ParameterSpec\ndescription already says 'Spark Connect endpoint'. In delta_lake and\nsql_warehouse modes the value is silently ignored. Aligns the row with the\nsibling mode-scoped params (databricks_cluster_id, databricks_sql_warehouse_id).\n\nApplied to vNext + version-2.0.x (verified against trunk and the v2.0.1 tag).",
          "is_bot": false,
          "headline": "docs(databricks): scope databricks_use_ssl to spark_connect mode",
          "author_name": "claudespice",
          "author_login": "claudespice",
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          "body": null,
          "is_bot": false,
          "headline": "docs(imap): date column is Timestamp(Millisecond), not Date64",
          "author_name": "claudespice",
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          "body": null,
          "is_bot": false,
          "headline": "docs(trace): note dynamic MCP/custom tool_use task names are traceable",
          "author_name": "claudespice",
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          "committed_at": "2026-07-06T15:47:22Z",
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        },
        {
          "oid": "4b6f61284a42922424a9afdb0a5a2371c0f3100d",
          "body": "The query-memory default is 90% of total RAM only when Cayenne acceleration\nis inactive; with Cayenne active the runtime reduces it to 75% to reserve\nheadroom for the dedicated compaction memory pool and the in-memory CDC tier\n(CAYENNE_QUERY_MEMORY_PERCENT, crates/runtime/src/datafusion/builder.rs).\n\nvNext-only: this behavior was introduced by spiceai/spiceai#11463, after the\nv2.0.1 tag, so versioned docs correctly keep the flat 90%.",
          "is_bot": false,
          "headline": "docs(memory): note memory_limit default drops to 75% under Cayenne",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-05T15:26:12Z",
          "body_truncated": false,
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        },
        {
          "oid": "a5b6c2de63d54b4a0d9e6cc410e81ead42580d26",
          "body": "spiceai/spiceai#11575 removed the cayenne_orphaned_dv_cleanup_min_files\nspicepod parameter and made orphaned deletion-vector cleanup unconditional\nat a fixed threshold of 20 (ORPHANED_DV_CLEANUP_MIN_FILES constant). The\nparam row and its YAML example (added in docs #1883) no longer match the\nruntime; reframe the section as always-on behavior.\n\nSource: spiceai/spiceai#11575",
          "is_bot": false,
          "headline": "docs(cayenne): orphaned-DV cleanup is now always-on (param removed)",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-05T15:25:50Z",
          "body_truncated": false,
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        {
          "oid": "4dc25f7c6805a9d12dbab9520737655246a5f3d4",
          "body": "spiceai/spiceai#11600 reverted #11554, so dataset_acceleration_cdc_replication_lag_ms\nand dataset_acceleration_cdc_applied_commit_unix_time_ms no longer exist in the\nruntime. Docs #1884 had just documented both; remove the two now-nonexistent\nmetric rows.\n\nSource: spiceai/spiceai#11600",
          "is_bot": false,
          "headline": "docs(observability): remove reverted CDC replication-lag metrics",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-05T15:25:35Z",
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        {
          "oid": "c6d7b3d4a4a3b4325a352fd20057a1d264795b99",
          "body": "…NULL\n\nspiceai/spiceai#11604 (fixes #11267) changed the ScyllaDB connector to\nreturn a query error when a CQL decimal cannot be rescaled to\nDecimal128(38, 2) without loss (dropped fractional digits or >128-bit\nmantissa), instead of silently truncating, rounding, or returning NULL.\nCorrect the Decimal Handling section and the Connector Limitations bullet\nto match. vNext only; released versions still document the prior behavior.\n\nSource: spiceai/spiceai#11604",
          "is_bot": false,
          "headline": "docs(scylladb): decimal now errors on lossy conversion, not truncate/…",
          "author_name": "claudespice",
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          "committed_at": "2026-07-05T15:25:15Z",
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          "oid": "e7937db0e3bd57e1c4bb089db65e0c0f2d81a2e4",
          "body": "spiceai/spiceai#11555 adopted the shared schema-projection core and gave\nMongoDB and Debezium json_object column nesting for the first time, on both\nthe scan and CDC/change-stream paths. Document the catch-all column config,\nmirroring the DynamoDB precedent, with the per-connector required-column rule\n(_id for MongoDB, primary keys for Debezium).\n\nSource: spiceai/spiceai#11555",
          "is_bot": false,
          "headline": "docs(mongodb,debezium): document json_object column nesting",
          "author_name": "claudespice",
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          "body_truncated": false,
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          "body": "…to_infer_schema",
          "is_bot": false,
          "headline": "docs(mongodb): document schema_infer_max_records, deprecate num_docs_…",
          "author_name": "claudespice",
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          "committed_at": "2026-07-04T18:22:52Z",
          "body_truncated": false,
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        },
        {
          "oid": "7ea6e4516e19df47cf5bc43ef03967f854224170",
          "body": "'Delta Lake data connector connector enables SQL queries' → 'Delta Lake data connector enables SQL queries'. Duplicated word predates versioning, so fixed in the unversioned page and all 8 versioned snapshots.",
          "is_bot": false,
          "headline": "docs(delta-lake): remove duplicated word in connector intro",
          "author_name": "claudespice",
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          "committed_at": "2026-07-03T15:35:03Z",
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        {
          "oid": "2e69c0c884f3ee223f958fd9ac53dbdca6c13ebe",
          "body": "Sources:\n- spiceai/spiceai#11543 feat(cayenne): cold object-store tier with read-optimized clustering",
          "is_bot": false,
          "headline": "docs(cayenne): document cold object-store tier + its acceleration params",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-03T15:34:46Z",
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          "body": "…t 20)\n\nSources:\n- spiceai/spiceai#11517 perf(cayenne): orphaned deletion-vector cleanup off the write path, behind a knob\n- spiceai/spiceai#11523 feat(cayenne): wire orphaned-DV cleanup knob to spicepod params\n- spiceai/spiceai#11533 feat(cayenne): enable orphaned-DV cleanup by default (per-table threshold 20)",
          "is_bot": false,
          "headline": "docs(cayenne): document cayenne_orphaned_dv_cleanup_min_files (defaul…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-03T15:34:32Z",
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          "body": "Sources:\n- spiceai/spiceai#11554 Generic CDC replication-lag metric",
          "is_bot": false,
          "headline": "docs(observability): document CDC replication-lag acceleration metrics",
          "author_name": "claudespice",
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        {
          "oid": "b339ff76a0f7457a3ae00bfe3ce4f800eb8b6ba4",
          "body": "…tus table\n\nThe acceleration.engine list in datasets.md still labeled Cayenne as\n'Alpha', but the authoritative 'Supported Data Accelerators' status table\nin data-accelerators/index.md advanced it Alpha -> Beta (v1.11) -> Release\nCandidate (v2.0/vNext). The datasets.md bullet was never kept in sync,\n[…]\nable.\n\nAligns each version's datasets.md bullet with that version's index table:\n- vNext + v2.0.x: Release Candidate\n- v1.11.x: Beta\nv1.9.x/v1.10.x correctly remain Alpha (matched their index tables).",
          "is_bot": false,
          "headline": "docs(datasets): sync Cayenne accelerator status label with engine sta…",
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        {
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          "body": "The Debezium connector consumes kafka_ssl_certificate_location,\nkafka_ssl_key_location, and kafka_ssl_key_password for mTLS client\nauthentication (crates/runtime/src/dataconnector/debezium.rs:141-152,\ndeclared in PARAMETERS at :258-266), but debezium.md's params table and\nYAML example omitted all th\n[…]\nthe three params to both the YAML example and the params table,\nmirroring kafka.md's wording. vNext only: the commit is not in any\nv1.x/v2.0.x release tag, so older versioned docs correctly lack them.",
          "is_bot": false,
          "headline": "docs(debezium): document Kafka mTLS client-cert params",
          "author_name": "claudespice",
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          "is_bot": false,
          "headline": "docs(cayenne): document EC2 IMDS environment probe + SPICE_DISABLE_IM…",
          "author_name": "claudespice",
          "author_login": "claudespice",
          "committed_at": "2026-07-02T16:56:42Z",
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            "band": "good",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 1801 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 1801
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "source": "osv",
              "advisories": 34,
              "affected_packages": 19,
              "assessed_packages": 1801,
              "unassessed_packages": 0,
              "affected_by_severity": "high 14, moderate 4, low 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: postcss 8.5.10 (high 7.5)",
                "points": 14,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "postcss 8.5.10 (high 7.5)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "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": "excellent",
            "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": 1801,
              "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": "excellent",
            "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"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 6
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 63,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                ".github/copilot-instructions.md"
              ],
              "agent_instruction_max_bytes": 3384
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "97 of 97 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 97,
                      "sampled": 97
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 32,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "website/tsconfig.json"
              ],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.02
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "website/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "website/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "2 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 2,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "MDX",
              "largest_source_bytes": 25480,
              "source_files_sampled": 65,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "MDX with type-check config (website/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "website/tsconfig.json",
                      "language": "MDX"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/65 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 65,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "cookbook"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
                "website/public/openapi.json"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "website/public/openapi.json",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "website/public/openapi.json"
                    }
                  }
                ],
                "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": "cookbook",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "cookbook"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T19:07:23.982320Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/spiceai/docs.svg",
  "full_name": "spiceai/docs",
  "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 v1.13.0, schema v0.27.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics.