Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-23 02:04 UTC

Layr-Labs / d-inference

Private Inference Network on Idle Macs

Go · SwiftCustom license★ 231 stars⑂ 45 forkssince Mar 2026View on GitHub ↗

Layr-Labs/d-inference holds a health index of 66 out of 100, placing it in the Moderate band. It scores highest on AI Readiness (92/100) and lowest on Sustainability & Governance (48/100). It was last updated today. A single contributor accounts for most of its recent work.

66
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.

66
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

Eigen LabsOrganization
847 followers160 public repossince Oct 2021

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?

82Good · 22% of overall

Development activity

77Good
How it's scored
36/36Push recency — last push 0 days ago
13.2/36Commit cadence — 19/52 weeks with commits
18/18Commit volume — 881 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year881
human_commit_share0.97
days_since_last_push0
active_weeks_last_year19

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~2.1 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv0.7.12
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases2.1

Community & Adoption

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

62Moderate · 18% of overall

Popularity & adoption

55Moderate
How it's scored
38.3/60Stars — 231 stars
13.7/25Forks — 45 forks
3.3/15Watchers — 5 watchers
Inputs used
forks45
stars231
watchers5
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

71Good
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
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?

48At risk · 24% of overall

Maintainer resilience (bus factor)

31At risk
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
2.1/22.5Commit distribution — top contributor authored 90% of commits
13.5/13.5Contributor breadth — 11 contributors
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor1
contributors_sampled11
top_contributor_share0.905

Issue & PR responsiveness

42At risk
How it's scored
11.4/46.8Issue resolution — 24% of issues closed
30.2/38.3PR acceptance — 278/352 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 1/29 approved changesets -- score normalized to 0
Inputs used
merged_prs278
open_issues87
closed_issues28
issue_closed_ratio0.243
closed_unmerged_prs74

Ownership & stewardship

74Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
21.1/25Owner reach — 847 followers of Layr-Labs
22.5/25Track record — 160 public repos, account ~4 yr old
Inputs used
followers847
owner_typeOrganization
is_verified—
owner_loginLayr-Labs
public_repos160
account_age_days1,737

Engineering Quality

Are baseline engineering and documentation practices in place?

85Excellent · 20% of overall

Engineering practices

82Good
How it's scored
24/24CI workflows — 7 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml, eslint.config.mjs
0/9.6Pre-commit hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 26 out of 27 merged PRs checked by a CI test -- score normalized to 9
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://darkbloom.dev
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics—
has_wikiyes
homepagehttps://darkbloom.dev
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

54Moderate · 16% of overall

Security posture

52Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.2/2.5CI-Tests — 26 out of 27 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 1/29 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.2/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 37 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.2
Excluded from scoring (no data or not applicable): packaging. Remaining weights renormalized.

Dependency advisories

60Moderate
How it's scored
4.7/35Direct dependencies free of known advisories — 4 affected: golang.org/x/crypto v0.51.0 (critical 10.0), next 16.2.6 (high 8.2), next 16.2.7 (high 8.2), +1 more
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
advisories68
affected_packages22
assessed_packages1,495
unassessed_packages0
affected_by_severitycritical 2, high 13, moderate 2, low 1, unknown 4
direct_affected_packages4
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 1495 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.

92Excellent · 0% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, docs/AGENTS.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_filesAGENTS.md, CLAUDE.md, docs/AGENTS.md
agent_instruction_max_bytes26,845

Verify loop (build / test / typecheck)

95Excellent
How it's scored
18/18One-command bootstrap — Makefile, mise.toml
22/22Automated tests
11/11Lint / format config — .golangci.yml, eslint.config.mjs
11/11Static type checking — admin-ui/tsconfig.json, console-ui/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 30 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 2 of the last 100 commits are automated dependency updates
5/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock, go.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile, mise.toml
has_devcontainerno
has_linter_configyes
typecheck_configsadmin-ui/tsconfig.json, console-ui/tsconfig.json
agent_commit_share0.3
toolchain_manifestscoordinator/internal/e2e/testdata/decrypt/Cargo.toml, coordinator/promptsidecar/Cargo.toml, go.mod
dependency_bot_commit_share0.02

Code legibility for models

99Excellent
How it's scored
45/45Type-checkable code — Go (statically typed)
54.1/55Manageable file sizes — 23/1,379 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes200,362
source_files_sampled1,379
oversized_source_files23

Key facts

231GitHub stars
11contributors
881commits, last 12 months
0days since last push
100releases
1bus factor
87open issues
Go, npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch go package 'github.com/eigeninference/d-inference' from its registry
  • Could not fetch crates package 'promptsidecar' from its registry

More detail

Star and fork history 0 ★ / 45 ⇿
0Stars
45Forks
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.

010203040504372026-042026-062026-07
Major 0Minor 4Patch 64
OpenSSF Scorecard 5.2 / 10
5.2aggregate

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 · 2026-07-23 02:03 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
9CI-Tests26 out of 27 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 1/29 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities37 existing vulnerabilities detected
Direct dependencies 49
RegistryPackageVersion constraintManifest
npmlucide-react^1.0.1admin-ui/package.json
npmnext^16.2.6admin-ui/package.json
npmpg^8.13.1admin-ui/package.json
npmreact^19.2.4admin-ui/package.json
npmreact-dom^19.2.4admin-ui/package.json
npm@datadog/browser-rum^6.32.0console-ui/package.json
npm@privy-io/react-auth^3.18.0console-ui/package.json
npm@vercel/analytics^2.0.1console-ui/package.json
npmasn1js^3.0.7console-ui/package.json
npmlucide-react^1.0.1console-ui/package.json
npmnext^16.2.6console-ui/package.json
npmpkijs^3.4.0console-ui/package.json
npmreact^19.2.4console-ui/package.json
npmreact-dom^19.2.4console-ui/package.json
npmreact-markdown^10.1.0console-ui/package.json
npmremark-gfm^4.0.1console-ui/package.json
npmtweetnacl^1.0.3console-ui/package.json
npmzustand^5.0.12console-ui/package.json
Gofilippo.io/agev1.3.1go.mod
Gogithub.com/DataDog/datadog-go/v5v5.8.3go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.1go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/jackc/pgx/v5v5.9.2go.mod
Gogithub.com/openai/openai-gov1.12.0go.mod
Gogithub.com/smallstep/pkcs7v0.2.1go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogo.etcd.io/bboltv1.4.3go.mod
Gogolang.org/x/cryptov0.51.0go.mod
Gogolang.org/x/timev0.15.0go.mod
Gogopkg.in/DataDog/dd-trace-go.v1v1.74.8go.mod
Gonhooyr.io/websocketv1.8.17go.mod
Gosoftware.sslmate.com/src/go-pkcs12v0.7.1go.mod
crates.ioanyhow1.0.103coordinator/promptsidecar/Cargo.toml
crates.iobytes1.12.1coordinator/promptsidecar/Cargo.toml
crates.ioclap4.6.1coordinator/promptsidecar/Cargo.toml
crates.iohex0.4.3coordinator/promptsidecar/Cargo.toml
crates.iohttp-body-util0.1.4coordinator/promptsidecar/Cargo.toml
crates.iohyper1.10.1coordinator/promptsidecar/Cargo.toml
crates.iohyper-util0.1.20coordinator/promptsidecar/Cargo.toml
crates.iolibc0.2.186coordinator/promptsidecar/Cargo.toml
crates.iominijinja2.21.0coordinator/promptsidecar/Cargo.toml
crates.iominijinja-contrib2.21.0coordinator/promptsidecar/Cargo.toml
crates.ioserde1.0.228coordinator/promptsidecar/Cargo.toml
crates.ioserde_json1.0.150coordinator/promptsidecar/Cargo.toml
crates.iosha20.11.0coordinator/promptsidecar/Cargo.toml
crates.iosubtle2.6.1coordinator/promptsidecar/Cargo.toml
crates.iothiserror2.0.18coordinator/promptsidecar/Cargo.toml
crates.iotokenizers0.23.1coordinator/promptsidecar/Cargo.toml
crates.iotokio1.52.3coordinator/promptsidecar/Cargo.toml
All dependencies 1,495

Full resolved dependency set from the GitHub dependency graph: 52 direct and 1,443 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.ioanyhow1.0.103direct
crates.iobytes1.12.1direct
crates.ioclap4.6.1direct
crates.iohex0.4.3direct
crates.iohttp-body-util0.1.4direct
crates.iohyper1.10.1direct
crates.iohyper-util0.1.20direct
crates.iolibc0.2.186direct
crates.iominijinja2.21.0direct
crates.iominijinja-contrib2.21.0direct
crates.ioserde1.0.228direct
crates.ioserde_json1.0.150direct
crates.iosha20.11.0direct
crates.iosubtle2.6.1direct
crates.iothiserror2.0.18direct
crates.iotokenizers0.23.1direct
crates.iotokio1.52.3direct
Gofilippo.io/agev1.3.1direct
Gogithub.com/datadog/datadog-go/v5v5.8.3direct
Gogithub.com/golang-jwt/jwt/v5v5.3.1direct
Gogithub.com/google/uuidv1.6.0direct
Gogithub.com/jackc/pgx/v5v5.9.2direct
Gogithub.com/openai/openai-gov1.12.0direct
Gogithub.com/smallstep/pkcs7v0.2.1direct
Gogithub.com/stretchr/testifyv1.11.1direct
Gogo.etcd.io/bboltv1.4.3direct
Gogolang.org/x/cryptov0.51.0direct
Gogolang.org/x/timev0.15.0direct
Gogopkg.in/datadog/dd-trace-go.v1v1.74.8direct
Gonhooyr.io/websocketv1.8.17direct
Gosoftware.sslmate.com/src/go-pkcs12v0.7.1direct
npm@datadog/browser-rum6.32.0direct
npm@privy-io/react-auth3.18.0direct
npm@vercel/analytics2.0.1direct
npmasn1js3.0.7direct
npmlucide-react0.554.0direct
npmlucide-react1.0.1direct
npmlucide-react1.17.0direct
npmnext16.2.6direct
npmnext16.2.7direct
npmpg8.21.0direct
npmpkijs3.4.0direct
npmreact19.2.4direct
npmreact19.2.7direct
npmreact-dom19.2.4direct
npmreact-dom19.2.7direct
npmreact-markdown10.1.0direct
npmremark-gfm4.0.1direct
npmtweetnacl1.0.3direct
npmzustand5.0.0direct
npmzustand5.0.12direct
npmzustand5.0.3direct
crates.ioahash0.8.12indirect
crates.ioaho-corasick1.1.4indirect
crates.ioanstream1.0.0indirect
crates.ioanstyle1.0.14indirect
crates.ioanstyle-parse1.0.0indirect
crates.ioanstyle-query1.1.5indirect
crates.ioanstyle-wincon3.0.11indirect
crates.ioatomic-waker1.1.2indirect
crates.ioautocfg1.5.1indirect
crates.iobase640.13.1indirect
crates.iobit-set0.8.0indirect
crates.iobit-vec0.8.0indirect
crates.iobitflags2.13.0indirect
crates.ioblock-buffer0.12.1indirect
crates.iocastaway0.2.4indirect
crates.iocfg-if1.0.4indirect
crates.ioclap_builder4.6.0indirect
crates.ioclap_derive4.6.1indirect
crates.ioclap_lex1.1.0indirect
crates.iocolorchoice1.0.5indirect
crates.iocompact_str0.9.1indirect
crates.ioconst-oid0.10.2indirect
crates.iocpufeatures0.3.0indirect
crates.iocrossbeam-deque0.8.7indirect
crates.iocrossbeam-epoch0.9.20indirect
crates.iocrossbeam-utils0.8.22indirect
crates.iocrypto-common0.2.2indirect
crates.iodaachorse1.0.1indirect
crates.iodarling0.20.11indirect
crates.iodarling_core0.20.11indirect
crates.iodarling_macro0.20.11indirect
crates.iodary_heap0.3.9indirect
crates.ioderive_builder0.20.2indirect
crates.ioderive_builder_core0.20.2indirect
crates.ioderive_builder_macro0.20.2indirect
crates.iodigest0.11.3indirect
crates.ioeither1.16.0indirect
crates.ioequivalent1.0.2indirect
crates.ioerrno0.3.14indirect
crates.ioesaxx-rs0.1.10indirect
crates.iofancy-regex0.17.0indirect
crates.iofastrand2.4.1indirect
crates.iofnv1.0.7indirect
crates.iofutures-channel0.3.32indirect
crates.iofutures-core0.3.32indirect
crates.iogetrandom0.3.4indirect
crates.iohashbrown0.17.1indirect
crates.ioheck0.5.0indirect
crates.iohttp1.4.2indirect
crates.iohttp-body1.1.0indirect
crates.iohttparse1.10.1indirect
crates.iohttpdate1.0.3indirect
crates.iohybrid-array0.4.13indirect
crates.ioident_case1.0.1indirect
crates.ioindexmap2.14.0indirect
crates.iois_terminal_polyfill1.70.2indirect
crates.ioitertools0.14.0indirect
crates.ioitoa1.0.18indirect
crates.iolinux-raw-sys0.12.1indirect
crates.iolog0.4.33indirect
crates.iomacro_rules_attribute0.2.2indirect
crates.iomacro_rules_attribute-proc_macro0.2.2indirect
crates.iomemchr2.8.3indirect
crates.iomemo-map0.3.3indirect
crates.iominimal-lexical0.2.1indirect
crates.iomio1.2.1indirect
crates.iomonostate0.1.18indirect
crates.iomonostate-impl0.1.18indirect
crates.ionom7.1.3indirect
crates.ionum-traits0.2.19indirect
crates.ioonce_cell1.21.4indirect
crates.ioonce_cell_polyfill1.70.2indirect
crates.iopaste1.0.15indirect
crates.iopin-project-lite0.2.17indirect
crates.ioppv-lite860.2.21indirect
crates.ioproc-macro21.0.106indirect
crates.ioproptest1.11.0indirect
crates.ioquick-error1.2.3indirect
crates.ioquote1.0.46indirect
crates.ior-efi5.3.0indirect
crates.iorand0.9.5indirect
crates.iorand_chacha0.9.0indirect
crates.iorand_core0.9.5indirect
crates.iorand_xorshift0.4.0indirect
crates.iorayon1.12.0indirect
crates.iorayon-cond0.4.0indirect
crates.iorayon-core1.13.0indirect
crates.ioregex1.13.0indirect
crates.ioregex-automata0.4.15indirect
crates.ioregex-syntax0.8.11indirect
crates.iorustix1.1.4indirect
crates.iorustversion1.0.23indirect
crates.iorusty-fork0.3.1indirect
crates.ioryu1.0.23indirect
crates.ioserde_core1.0.228indirect
crates.ioserde_derive1.0.228indirect
crates.iosignal-hook-registry1.4.8indirect
crates.iosmallvec1.15.2indirect
crates.iosocket20.6.4indirect
crates.iospm_precompiled0.1.4indirect
crates.iostatic_assertions1.1.0indirect
crates.iostrsim0.11.1indirect
crates.iosyn2.0.119indirect
crates.iotempfile3.27.0indirect
crates.iothiserror-impl2.0.18indirect
crates.iotokio-macros2.7.0indirect
crates.iotypenum1.20.1indirect
crates.iounarray0.1.4indirect
crates.iounicase2.9.0indirect
crates.iounicode-ident1.0.24indirect
crates.iounicode-normalization-alignments0.1.12indirect
crates.iounicode-segmentation1.13.3indirect
crates.iounicode_categories0.1.1indirect
crates.ioutf8parse0.2.2indirect
crates.ioversion_check0.9.5indirect
crates.iowait-timeout0.2.1indirect
crates.iowasi0.11.1+wasi-snapshot-preview1indirect
crates.iowasip21.0.4+wasi-0.2.12indirect
crates.iowindows-link0.2.1indirect
crates.iowindows-sys0.61.2indirect
crates.iowit-bindgen0.57.1indirect
crates.iozerocopy0.8.54indirect
crates.iozerocopy-derive0.8.54indirect
crates.iozmij1.0.23indirect
Gofilippo.io/hpkev0.4.0indirect
Gogithub.com/cenkalti/backoff/v5v5.0.3indirect
Gogithub.com/cespare/xxhash/v2v2.3.0indirect
Gogithub.com/cihub/seelogv0.0.0-20170130134532-f561c5e57575indirect
Gogithub.com/datadog/datadog-agent/comp/core/tagger/origindetectionv0.67.0indirect
Gogithub.com/datadog/datadog-agent/pkg/obfuscatev0.67.0indirect
Gogithub.com/datadog/datadog-agent/pkg/protov0.67.0indirect
Gogithub.com/datadog/datadog-agent/pkg/remoteconfig/statev0.69.0indirect
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Dependency advisories 22

This repository publishes no package the index resolves, so its own dependency graph was assessed — 1,495 packages, which also include development and test pins that never ship: 22 carry known advisories, of which 4 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
golang.org/x/cryptov0.51.0directcritical270.52.0
google.golang.org/grpcv1.79.3indirectcritical11.82.1
next16.2.6directhigh916.2.11
next16.2.7directhigh916.2.11
brace-expansion1.1.14indirecthigh15.0.7
brace-expansion1.1.15indirecthigh15.0.7
brace-expansion5.0.5indirecthigh25.0.7
brace-expansion5.0.6indirecthigh15.0.7
sharp0.34.5indirecthigh10.35.0
uuid8.3.2indirecthigh113.0.1
uuid9.0.1indirecthigh113.0.1
ws7.5.10indirecthigh18.21.0
ws8.18.0indirecthigh28.21.0
ws8.18.3indirecthigh28.21.0
ws8.20.0indirecthigh28.21.0
postcss8.4.31indirectmoderate18.5.10
postcss8.4.49indirectmoderate18.5.10
@babel/core7.29.0indirectlow18.0.0-rc.6
software.sslmate.com/src/go-pkcs12v0.7.1directunknown10.7.2
golang.org/x/netv0.55.0indirectunknown10.56.0
golang.org/x/textv0.37.0indirectunknown10.39.0
paste1.0.15indirectunknown1—

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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          "oid": "5c33a32a934c83faa551a569e25efab55a3ac166",
          "body": "* fix(provider): honor Gemma reasoning and tool choice\n\n* fix(provider): enforce forced tool choices\n\n* fix(provider): bound forced-call buffering\n\n* fix(provider): enforce forced tool selection\n\n* fix(provider): keep private tool names out of errors",
          "is_bot": false,
          "headline": "fix(provider): honor Gemma reasoning and tool choice (#538)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-13T02:59:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77817fff8655d0971597acdf458f7a92a191301a",
          "body": "* feat(provider): add opt-in fan control\n\n* fix(provider): support non-ASCII fan install paths\n\n* fix(provider): tighten fan control lifetimes\n\n* test(provider): tolerate loaded CI server startup\n\n* fix(provider): make fan takeover ownership exact\n\n* fix(provider): preserve higher fan targets\n\n* fix(provider): close final fan safety races",
          "is_bot": false,
          "headline": "feat(provider): add opt-in fan control (#536)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-13T01:23:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "75895ebaaf62a620f23050fd544b22995962da9c",
          "body": "… fallback\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "release(provider): v0.7.8 — bump ProviderCore.version and coordinator…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-11T23:16:36Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "311ff10b2d8fe3383cda9ab6ba762077a9b930e7",
          "body": "…unded (#535)\n\n* fix(provider): make paged KV opt-in and resource-safe\n\nKeep production auto on contiguous while making explicit paged canaries fail safely on missing resources, live-memory limits, and Metal buffer limits. Package and execute SwiftPM resources from the signed app artifact before pub\n[…]\nbound all update verification subprocesses so malformed releases cannot wedge installation.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(provider): make paged KV opt-in, resource-safe, and physically bo…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-11T23:12:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "70b721b9347d74099ba7198e411087b5a3f65ff3",
          "body": "…ck (#534)\n\n* feat(provider): add watchdog-owned update rollback\n\nSerialize every updater path, retain a verified predecessor, and quarantine failed releases so crashed or inactive providers recover without reinstall loops.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* fix(provider): harden wa\n[…]\n27 suites; one\nunrelated EngineV2 liveness timing flake passed in isolation and on\nre-run).\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(provider): watchdog-owned updates + automatic predecessor rollba…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-11T08:10:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "aa4315bc1fca84a89f2d032964fbb4f07dfacfb1",
          "body": "Synchronize provider and coordinator fallback versions so the release tag and runtime report the PagedAttention rollout consistently.",
          "is_bot": false,
          "headline": "release(provider): v0.7.6 — enable paged KV for GPT-OSS (#533)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-10T21:27:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0868bf112f5442c8291619d9a635bb9be6e06328",
          "body": "…for GPT-OSS text slots (#531)\n\n* feat(provider): PagedAttention KV backend in production — default ON for GPT-OSS text slots\n\nWire the CBv2 PagedKVBackend (block-table page pool + fused Metal decode\nkernel, built as engine workstream C) into the provider's production\nengine factory, gated and obser\n[…]\nlLoaded (pre-load gate →\nweights → re-slice → slab commit → BOTH guards → serve; 51 s on real\ngpt-oss weights — this is the coverage whose loss let the P1 slip).\nFull provider suite green (1073 + 82).",
          "is_bot": false,
          "headline": "feat(provider): PagedAttention KV backend in production — default ON …",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-10T19:35:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e9eef6342c02a059952bcb01b2a079a52c269c9c",
          "body": null,
          "is_bot": false,
          "headline": "fix(release): fail closed on Apple notarization (#529)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-10T02:03:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "73cff2a2332c1b302dd7d61607b6635659b169f1",
          "body": "…video+prefix on CBv2, KV re-slicing, fail-loud (#522)\n\n* chore(engine): bump mlx-swift-lm to 24c592c — vision prefill merged to main (+ Codex P2 fixes, fused-cache base)\n\n* feat(provider): vision requests through Engine V2 on Gemma 4 VLM slots (v0.7.4)\n\nImage requests on a v2-bridged Gemma 4 slot n\n[…]\nKV reservation and the staging accounting (StagedEntry.deviceBytes,\n  stagedBytesInUse) now shrink to the bytes actually staged — release +\n  re-reserve; a raced refusal degrades to silent recompute …",
          "is_bot": false,
          "headline": "release(provider): v0.7.5 — one engine: full legacy deletion, vision+…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-09T23:19:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4cb1f76b3fc2758e9685da481569c202a311048a",
          "body": "…(postmortem layer 6) (#524)\n\n* fix(registry): per-model solo-TPS quality caps (gemma postmortem layer 6)\n\nThe quality-concurrency cap consumed resolvedDecodeTPS(p) — the provider-\nLEVEL registration benchmark — for every model on the box. Mixed boxes\nbenchmarked on gpt-oss (58-93 tok/s) therefore g\n[…]\nagged by both PR #524 reviewers.)\n\n* fix(registry): bound cross-class solo rates by seed\n\n* fix(registry): keep cold pooled KV accounting in bytes\n\n* fix(registry): honor authoritative zero KV budgets",
          "is_bot": false,
          "headline": "fix(registry): per-model solo-TPS quality caps + pooled-KV admission …",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-09T20:47:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9b1d3b0219d2658cda6e33e05d68b2bc1d790663",
          "body": null,
          "is_bot": false,
          "headline": "fix(routing): correct capacity-rate window accounting (#527)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-09T19:51:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3220bd9ef4fa59a461293a3c079ceeb28ed1023a",
          "body": "…mortem layers 3-4) (#523)\n\n* fix(routing): gray-box budget clamp + capacity-503 rate penalty\n\nFixes the Jul 6 gray-box gap: mixed boxes co-resident with gpt-oss served\n~60% of gemma dispatches while capacity-503ing the rest (11,581 503s/6h).\nTheir heartbeat budgets looked ~1.4% used at admit time (\n[…]\nyDoesNotDonateBudgetState,\nTestBudgetClampLifecycleMissWithStaleBudgetSnapshotDoesNotClamp,\nTestGrayBoxClassificationTrustsStructuredReason.\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(routing): gray-box budget clamp + capacity-503 rate penalty (post…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-08T23:39:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "76447bc05a6e7d41cd51066e6e8e2f113d3daaf2",
          "body": "…ntries, auto-payout schedule, dead-account recovery (#498)\n\n* fix(billing): Stripe payouts — recipient agreement for non-US/EEA countries, auto-payout schedule, dead-account recovery\n\nFixes the three Stripe issue clusters reported in #support:\n\n1. AU/NZ/JP withdrawals failed with \"Funds can't be se\n[…]\niner are country-aware: JP shows\n  'up to 7-10 business days' / weekly-payout copy (matches the backend's\n  weekly schedule for Japan).\n\nTests: JP copy pins (standardEta/methodExplainer), suite green.",
          "is_bot": false,
          "headline": "fix(billing): Stripe payouts — recipient agreement for non-US/EEA cou…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-05T23:31:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7513ca97ed81487face31b90ed1a3c820c2ce40a",
          "body": "…GiB reclaimed per MoE box)\n\nThe SwitchGLU runtime fused gate+up cache held a full second copy of the\nMoE expert weights (~15 GiB on gemma-4-26b-8bit, ~8 GiB on qat-4bit) for a\ndecode benefit measured at ~0%, confined to B=1 solo decode — batched\ndecode and prefill never used it. Deleting it (mlx-sw\n[…]\n-lm #63) — activates with the upcoming multimodal provider\nrelease; text serving is byte-identical.\n\nLatestProviderVersion fallback bumped in lockstep.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "release(provider): v0.7.4 — delete the fused MoE gate+up cache (8-15 …",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-05T20:49:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8e6ae1a212d93229fa05d67fd2af8f0764a1046f",
          "body": "… fused-cache removal (#516)\n\n* provider: drop fused-MoE-cache accounting; pin mlx-swift-lm to the fused-cache removal\n\nmlx-swift-lm (Layr-Labs/mlx-swift-lm#66) deletes SwitchGLU's runtime\nfused gate+up cache — the full second copy of the MoE gate/up expert\nweights (7.98 GiB qat-4bit / 15.07 GiB 8bi\n[…]\n\n* chore: pin mlx-swift-lm to current main HEAD bc1c0ee (#66 removal + #67 test follow-ups)\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "provider: drop fused-MoE-cache accounting; pin mlx-swift-lm to merged…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-05T20:40:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "10c4b1b10e681ce6eecd534982960d8b0098b5a3",
          "body": "…ts, dedupe (#518)\n\n* test: pin zeroize <1.9 so cross-language decrypt crate builds on cargo <1.85\n\n* test(store): dedupe memory/postgres test pairs behind storeBackends, split store_test.go by concern\n\n- New harness_test.go centralizes testPostgresStore, storeBackends, uniqueID,\n  and compile-time \n[…]\nw to open the PR from Actions (agent token lacks pull_requests:write)\n\n* ci: remove temporary PR-bootstrap workflow (PR #518 now open)\n\n---------\n\nCo-authored-by: Cursor Agent <cursoragent@cursor.com>",
          "is_bot": true,
          "headline": "test: repo-wide test-suite refactor — shared harnesses, monolith spli…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-05T20:04:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "93aab5f45fe2436d892b44a46ee9ab7987bd6dbc",
          "body": "…rkbloom-mainnet) (#515)\n\nThe runbook still described the retired EigenCloud deployment. Rewritten\nfrom the live system: GCE VM darkbloom-coordinator via IAP, Cloud Build\nimages by short SHA, /etc/d-inference/env management, and the verified\nswap procedure with both incident lessons baked in — pre-s\n[…]\nrebuild\nverification, traffic-level checks, fallback-container rollback, and a\ntroubleshooting row for env kill switches silently disabling subsystems.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "docs(operations): rewrite coordinator deploy runbook for GCP prod (da…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-05T04:00:57Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b78c97f9604b8f4e4814e2168f6280026312e9df",
          "body": "…te calibration, reconnect-proof breakers, dedicated queueing, decode floor, servability (#512)\n\n* fix(coordinator): seven routing fixes from prod-DB analysis + review follow-ups\n\nSquash of e118e747 + 2e9dcc6f + 103cb0a3 (see PR #512 description for full details):\n- TTFT ladder termination (EIGENINF\n[…]\n(fail-without-fix verified); full suite green,\nregistry race-clean, golangci-lint 0 issues.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(coordinator): seven routing fixes from prod-DB analysis — TTFT ga…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-05T03:11:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5dc52a234b081b321e174537275593e78de64627",
          "body": "…nputs, realistic assumptions (console + landing) (#502)\n\nThe old calculator buried the estimate under five input groups (Mac type,\nchip, memory, model multi-select, electricity) and priced a saturated\nbest case (80% util × 4× batch). Redesign both the console /earn page and\nthe landing-page mirror \n[…]\n80% × 4×)\n- No-fit machines get a \"notify me when smaller models launch\" CTA\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\nCo-authored-by: Gajesh Naik <26431906+Gajesh2007@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(earn): redesign earnings calculator — results-first range, two i…",
          "author_name": "Kydo",
          "author_login": "0xkydo",
          "committed_at": "2026-07-05T01:04:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "36ff46344fd8229746d8d6e92d954f3851029128",
          "body": "Bumps the go_modules group with 1 update in the / directory: [golang.org/x/net](https://github.com/golang/net).\n\n\nUpdates `golang.org/x/net` from 0.51.0 to 0.55.0\n- [Commits](https://github.com/golang/net/compare/v0.51.0...v0.55.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/net\n  dep\n[…]\n\n  dependency-type: indirect\n  dependency-group: go_modules\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": "chore(deps): bump golang.org/x/net (#506)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-05T01:03:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b4e0d45a7ae17f45877ad4b4b52466bf14afeb8a",
          "body": "…dates (#514)\n\nBumps the npm_and_yarn group with 7 updates in the /console-ui directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [js-yaml](https://github.com/nodeca/js-yaml) | `4.1.1` | `4.3.0` |\n| [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) | `8.0.8` | `8.1.3` |\n| [axios](\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": "chore(deps): bump the npm_and_yarn group across 1 directory with 8 up…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-05T01:01:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "98a38f5b0318181df5b7e9614853e83cacb6b2f3",
          "body": "… (#511)\n\n* chore(trust): remove the dormant ACME device-attest-01 leg end-to-end\n\nThe ACME leg was never wired end-to-end: the Swift provider never presented\nthe device cert, and no ingress ever did mTLS client auth or forwarded the\nnginx-era X-Ssl-Client-* headers the coordinator read. Zero ACME v\n[…]\n.yaml: move SEC-005 from open_findings to a resolved_findings\n  record per the threat-model-review bot — the header-parsing surface is now\n  deleted at the code level, not just documented as resolved.",
          "is_bot": false,
          "headline": "chore(trust): remove the dormant ACME device-attest-01 leg end-to-end…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-05T01:01:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2bab9ae620db452eef4caccb22ae422b9b09db7c",
          "body": "* Allow self-route keys to use owned local models\n\n* Avoid client-side provider payload parsing\n\n* Gate off-catalog self-route on vision capability and advertised size\n\nThe owner context that admits an off-catalog model past the routable gate\nnow carries through the vision gate, so an owned local VL\n[…]\nnchanged behavior).\n\n* Exclude render-broken builds from OwnedModels (list/route agreement for the template gate)\n\n---------\n\nCo-authored-by: Gajesh Naik <26431906+Gajesh2007@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: allow self-route keys to use owned local models (#471)",
          "author_name": "Justin Schroeder",
          "author_login": "justin-schroeder",
          "committed_at": "2026-07-04T20:03:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d570ebec3b81d1b1221e48c942041543f14f977f",
          "body": "…eric-path accept, 404 strikes, all-cooled 429 (#510)\n\n* fix(coordinator): capacity-cooldown follow-ups — generic-path accept, true half-open probe, 404 not-loaded strikes, all-cooled surfaces 429\n\nFast-follow for the four P2 review findings on #507:\n\n1. Generic-path accept (api/consumer.go): the /v\n[…]\n never as\n   transient capacity — otherwise a fleet of undersized cooled boxes reads\n   as 'busy, retry' (429) for a model that will never fit.\n\nRegression test verified to fail with the fix reverted.",
          "is_bot": false,
          "headline": "fix(coordinator): capacity-cooldown follow-ups — half-open probe, gen…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-04T00:35:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "273193613d0fb5c1dcd7d4d39767dbe619dfe5ce",
          "body": "… gate+up cache; budget self-heal (#508)\n\n* fix(provider): v0.7.2 black hole — share the MoE fused gate+up cache between the VLM wrapper and the extracted text model\n\nRoot cause of the 0.7.2 incident (8 boxes — 7x64GB gemma-4-26b-8bit +\n1x36GB qat-4bit — rejecting 100% of requests with the shared-KV\n[…]\nduped measurement over real quantized SwitchGLUs. Live\nregression (gemma-4-26b-8bit): fused cache 15.07 GiB/30 layers; advertised\nceiling 13.50 GiB == shared-gate headroom exactly (pre-fix 28.56 GiB).",
          "is_bot": false,
          "headline": "hotfix(provider): v0.7.3 — Gemma black-hole cure: share the MoE fused…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-03T20:48:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7c10d00360631c4c8b8789ce42f2427d77ba8f31",
          "body": "Live incident: 7 providers (64GB, gemma-4-26b-8bit, v0.7.2) rejected 100%\nof dispatches with token_budget_exhausted (503) from their first request\n(~9,000 rejections/30min, zero successes). Their idle-looking heartbeats\nkept winning the cost scheduler, and capacity-class failures are\ndeliberately in\n[…]\nff, env\ntunables, kill switch, config clamps, map bounding) + api tests\n(classifier table, end-to-end trip -> metric/log -> routing diverts to\nhealthy provider, 4xx and context-overflow never strike).",
          "is_bot": false,
          "headline": "fix(coordinator): capacity-reject routing cooldown (#507)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-03T19:48:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e697a56601247b0eeeae758f08bcf42e14c143e7",
          "body": "…slots (weight-shared extraction, per-request routing) (#505)\n\n* feat(provider): engine_v2 text routing on VLM-loaded Gemma 4 slots\n\nEvery prod Gemma 4 checkpoint ships a vision tower, so the provider loads\nit via VLMModelFactory and the slot is isVLM=true. The per-slot v2 gate\n(guard !isVLM else re\n[…]\nest does not perturb the\nv2 text output.\n\n* release(provider): bump version to 0.7.2\n\nProviderCore.version and coordinator LatestProviderVersion -> 0.7.2 for the\nengine_v2 VLM text-routing capability.",
          "is_bot": false,
          "headline": "fix(provider): v0.7.2 — engine_v2 text routing on VLM-loaded Gemma 4 …",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-03T17:19:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2ea1ba51b6d00efc76923b6a9aa85fc2ac3c2485",
          "body": "…pt-oss-20b, gemma-4-26b-8bit, gemma-4-26b-qat-4bit), drop HF repo ids (#504)\n\nv0.7.0 gated Engine V2 on HuggingFace repo ids (mlx-community/...) that no\nproduction provider advertises — the fleet uses coordinator-catalog ids, so\nv2 never engaged and every box silently ran the legacy engine (confirmed\nagainst the prod provider registry). Allowlist now matches the real fleet\nids; QAT-4bit included (validated: strict batch-invariance + faster).",
          "is_bot": false,
          "headline": "fix(provider): v0.7.1 — engine_v2 allowlist uses fleet catalog ids (g…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-03T06:07:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff469434f263f02d9f711ca5714303ff9f6f0e60",
          "body": "… startup warming, rollover jitter",
          "is_bot": false,
          "headline": "release(provider): v0.7.0 — Engine V2 continuous batching default-on,…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-03T05:32:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fab6ea8705b4332244c3d285d36510fafcea385e",
          "body": "…ma 4 + GPT-OSS 20B) (#499)\n\n* feat(engine-v2): provider bridge for ContinuousBatchingV2 behind DARKBLOOM_ENGINE_V2\n\n- EngineV2Config: env DARKBLOOM_ENGINE_V2 / [backend] engine_v2 key selection,\n  gemma-4*/gpt-oss* per-model allowlist (DARKBLOOM_ENGINE_V2_MODELS override),\n  EngineV2Factory with sa\n[…]\nreading. Full provider suite green\n(1327 tests); live engine-path tests green (weight-gated).\n\n* docs(provider): review-nit comment fixes — GenerationEvent.info arity in docs, gate empty-env rationale",
          "is_bot": false,
          "headline": "provider: ContinuousBatchingV2 bridge behind DARKBLOOM_ENGINE_V2 (Gem…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-03T05:06:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9920498570c94e9517440f40c23924366f3a8f89",
          "body": "…rrent codebase (#495)\n\n* docs(agents): verify and refresh AGENTS.md + CLAUDE.md against the current codebase\n\nEvery factual claim in both files was checked against source; stale ones\nfixed with evidence, missing subsystems added, deleted things purged.\n\nHeadline corrections:\n- Memory model: the 'es\n[…]\nease; LatestProviderVersion only backs\n  the version-display fallback\n- template_render_ok=false fences ALL request shapes, not just\n  tool-bearing ones; only capability version floors are tool-scoped",
          "is_bot": false,
          "headline": "docs(agents): verify and refresh AGENTS.md + CLAUDE.md against the cu…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-03T00:16:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dbce5ee867368d61891da6b7cf1b980e82033ad0",
          "body": "…edesign (#493)\n\n* feat(console-ui): move leaderboard to standalone /leaderboard tab\n\nExtract the leaderboard out of the monolithic stats page into a modular\nsrc/components/leaderboard/ package (types, useLeaderboard hook, format\nhelpers + tests, TotalsStrip, PodiumCard, RankingsTable, Controls, thi\n[…]\natch medal tones\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\nCo-authored-by: Gajesh Naik <26431906+Gajesh2007@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(console-ui): standalone Leaderboard tab with ranking-first 24h r…",
          "author_name": "Kydo",
          "author_login": "0xkydo",
          "committed_at": "2026-07-02T23:49:43Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "92326673e48a2f09777b49cdab051304990ed73e",
          "body": "…t (#496)\n\n'darkbloom stop' only ran 'launchctl bootout', which deregisters the job\nfrom the current login session. The provider and watchdog plists stayed\nin ~/Library/LaunchAgents with RunAtLoad=true, so launchd re-bootstrapped\nthem at the next login/reboot and restarted a provider the user had\nex\n[…]\nabase across reboots) for the provider (canonical + legacy\nlabels) and the watchdog; start/restart re-enable before bootstrap. The\nplist stays on disk so 'darkbloom restart' keeps the model selection.",
          "is_bot": false,
          "headline": "fix(provider): darkbloom stop no longer auto-starts again after reboo…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-02T18:55:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2dee4ef48dc9b33cd60fe7eb1b3e2170b7c1ae51",
          "body": "…ement, and false UI claims (#492)\n\nDarkbloom never uses Hypervisor.framework. SecurityChecks.isHypervisorActive()\nwas a hardcoded-'return false' stub whose value flowed into attestation,\nprivacy capabilities, the trust UI, and marketing copy as a memory-isolation\nclaim that never existed. This remo\n[…]\ncorrected to (network, keychain).\n\nLeft alone deliberately: papers/*.tex (historical document) and\nlanding/index.html (one mention; file has in-flight edits on another\nbranch — flagged for follow-up).",
          "is_bot": false,
          "headline": "chore(attestation): retire the hypervisor_active stub — field, entitl…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-02T04:05:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f19c4e4a5524cc1969980c42abb22c2409766aa9",
          "body": "…#491)\n\n* perf(network): streaming hot-path optimizations + dead-code cleanup\n\nCoordinator relay path (per-token costs):\n- Precompute the X25519 shared key once per request (chunk_key_cache) so\n  chunk decryption is a symmetric open (~2us) instead of a fresh scalar\n  multiplication (~40-60us) on the\n[…]\nlf-route header in the fallback example (Codex P2)\n\nWithout X-Darkbloom-Route: self the coordinator fallback would hit the\npublic paid fleet, contradicting the section's 'both paths are free'\npromise.",
          "is_bot": false,
          "headline": "perf(network): streaming hot-path optimizations + dead-code cleanup (…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-02T00:18:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8c291a1e67310eb436277530c70e0af58a7b4075",
          "body": "… to 0.6.28 engine) (#489)\n\nReverts libs/mlx-swift-lm 5d0a084 (compiled decode + bf16 conversion, shipped in v0.6.29) -> e5d0a94 (v0.6.28's engine). v0.6.29's compiled-decode cold start (26GB model load + bf16 conversion + compile() graph trace) blew the TTFT deadline for Gemma under the 00:00 UTC s\n[…]\nhe breakage, proven safe since 0.6.29. Bumps ProviderCore.version + coordinator LatestProviderVersion 0.6.29 -> 0.6.30. Re-warm/pre-compile fix tracked in DAR-378 before re-attempting compiled decode.",
          "is_bot": false,
          "headline": "release(provider): v0.6.30 — roll back Gemma4 compiled decode (revert…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-01T00:48:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ff844199eab9d3f975c4e174717639061a3ac835",
          "body": "…k encryption (#487)\n\nBumps ProviderCore.version and coordinator LatestProviderVersion 0.6.28 -> 0.6.29.\n\nRelease contents (already on master since v0.6.28):\n\n- #482 Gemma4 MoE compiled decode + fused gate+up + bf16 (pin mlx-swift-lm 5d0a084), incl. P1/P2 compiled-decode correctness fixes.\n\n- #483 precompute DH shared key for chunk encryption (~150us -> ~2us per chunk).",
          "is_bot": false,
          "headline": "release(provider): v0.6.29 — Gemma4 MoE compiled decode + DH-key chun…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-01T00:03:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95425a058242655bd177af47854912ade8bde94c",
          "body": "…64→78 TPS, +23%) (#482)\n\n* perf(provider): gemma4 MoE decode optimizations — compiled decode + fused gate+up + bf16\n\nPin mlx-swift-lm to c0065d2 which includes three MoE decode optimizations:\n\n1. Compiled decode for B=1: wraps model forward in compile(), fusing\n   ~970 Metal kernel dispatches into \n[…]\nshot (no stale rotating-cache state)\n\nNOTE: supersedes the earlier commit message that referenced c0065d2; the correct, current pin is 5d0a084 (c0065d2 is an OLD pre-fix commit — do not revert to it).",
          "is_bot": false,
          "headline": "perf(provider): Gemma4 MoE decode — compiled decode + fused gate+up (…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-30T23:53:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "712e88db83ca4ed569606cacdcbd44f2ef7db5a0",
          "body": "X25519 DH scalar multiplication (~150us) was computed on every chunk,\nproducing the same shared key each time (same keypair within a request).\n\nFix: precompute once per request via sodium.box.beforenm(), then use\nsymmetric-only XSalsa20-Poly1305 per chunk (~1-2us). Drops per-chunk\nprovider-side encr\n[…]\nordinator-side precompute, TPS measurement fix, single-pass JSON\nunmarshal, binary WS frames, and normalizeSSEChunk elimination are\ndesigned and tested but require a coordinated deploy — follow-up PR.",
          "is_bot": false,
          "headline": "perf(provider): precompute DH shared key for chunk encryption (#483)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-29T23:13:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e502d08e2b0d077d193089f2b63b698e149732d1",
          "body": "Eliminate the cooperative pool round-trip from the decode loop and lower\nstreamInterval for better user latency.\n\nEngine loop fix (mlx-swift-lm submodule):\n  The engine loop bounced through the cooperative thread pool on every\n  decode step: Task { engineLoop() } → withCheckedContinuation →\n  engine\n[…]\nwer\n  latency to the user — each token visible ~31ms sooner. At 130 TPS,\n  a 4-token burst every ~31ms is smoother than 60fps.\n\nSubmodule: libs/mlx-swift-lm c945bfe → e5d0a94\nProvider: 0.6.27 → 0.6.28",
          "is_bot": false,
          "headline": "perf(provider): v0.6.28 — GCD engine loop + streamInterval=4 (#481)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-27T17:33:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6d1d0cd54163c7ce7c54b5e3fc1383e9fbd08c3b",
          "body": "Relax the ChunkSenderTests throughput assertion from >=10x to >=1.5x.\nOn real Apple Silicon with MLX saturating the cooperative pool, the\ndirect path is 100-370x faster. On CI runners (limited cores, no MLX\nload) the gap is ~2-5x because the pool is not truly starved. The 10x\nassertion is correct for production but flaky on CI.\n\nBump provider 0.6.26 → 0.6.27, coordinator LatestProviderVersion.",
          "is_bot": false,
          "headline": "release(provider): v0.6.27 — direct-send bypass + fix flaky CI threshold",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-27T07:41:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d428482aa47e8d933d8634ae335943e8082b0773",
          "body": "…rnel send) (#480)\n\nThe cooperative thread pool scheduling gap between AsyncStream.yield()\nand the outbound for-await loop is the dominant per-chunk overhead\n(~30-40ms). MLX inference saturates the pool, starving the outbound\nconsumer Task. This adds ~58ms per chunk × 115 chunks = 6.7s of\nunnecessar\n[…]\nfor 500 frames).\n\nExpected: coordinator-observed TPS ~50 → ~120-130 (limited only by\none-way network latency on the final chunk).\n\nZero coordinator changes. Same WS protocol. OutboundRouter untouched.",
          "is_bot": false,
          "headline": "perf(provider): bypass AsyncStream for inference chunks (direct-to-ke…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-27T07:35:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "237310e0f1c76c3837b1dc81add7b37671f51d2f",
          "body": "…e latency)\n\nv0.6.25 migrated from URLSessionWebSocketTask to NWConnection but did\nnot set TCP_NODELAY. NWConnection defaults to Nagle's algorithm ON,\nwhich batches small WebSocket frames (~200 bytes) and delays sending\nuntil the previous segment is ACKed or enough data fills an MSS (~1460\nbytes) — \n[…]\nx worse\n- Solo TPS: 48.1 → 28.0 = -42%\n\nFix: set NWProtocolTCP.Options.noDelay = true on the transport protocol\nbefore connection setup. This is the NWConnection equivalent of\nsetsockopt(TCP_NODELAY).",
          "is_bot": false,
          "headline": "hotfix(provider): v0.6.26 — set TCP_NODELAY on NWConnection (fix Nagl…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-27T06:50:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e00a2806c3a15a95fb7d9f7b9586095aa21e9607",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump provider 0.6.24 → 0.6.25, coordinator LatestProviderVersion",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-27T06:31:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd232878a3efe9351d6c5a74d7c286d8ef1c1a89",
          "body": "…=8 (#479)\n\nReplace URLSessionWebSocketTask with NWConnection + NWProtocolWebSocket\n(Apple Network.framework) to eliminate the serial per-chunk write\nbottleneck that limits coordinator-observed TPS.\n\nRoot cause: URLSessionWebSocketTask.send() is an async/await call that\nsuspends until TCP write + AC\n[…]\nvement:\n- Per-chunk write: 36ms (TCP ACK) → <1ms (kernel buffer)\n- WS overhead (918 tokens): 8.3s → ~0.1s\n- Coordinator-observed TPS: 52 → ~130 (2.5x)\n- streamInterval: 4 (230 chunks) → 8 (115 chunks)",
          "is_bot": false,
          "headline": "perf(provider): migrate WS transport to NWConnection + streamInterval…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-27T06:30:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5bac12cc38d0ce4b084b35272170a93e388fd261",
          "body": "… decode ring) (#477)\n\nv0.6.23 pinned mlx-swift-lm to the diverged fix/stream-interval-detokenizer\nbranch, which forked from main BEFORE PR #58 (perf/batch-rotating-kv-ring)\nand PR #59 (fix/gemma4-remaining-comments) were merged. This caused:\n\n1. Loss of the fast decode ring buffer (BatchRotatingKVC\n[…]\nma4 fixes (#59)\n- Detokenizer streamInterval fix (cherry-picked)\n\nSubmodule: libs/mlx-swift-lm 7b81b03 -> c945bfe (main)\nProvider:  0.6.23 -> 0.6.24\nCoordinator: LatestProviderVersion 0.6.23 -> 0.6.24",
          "is_bot": false,
          "headline": "hotfix(provider): v0.6.24 — re-pin mlx-swift-lm to main (restore fast…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-27T01:07:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7ed817aa04ccf06f8443014e60ed4d9bccc89d33",
          "body": null,
          "is_bot": false,
          "headline": "perf(provider): remove shutdown actor hop from WS hot path (#476)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-27T00:58:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b54c66edb5d6035700fee1fe70a6cf086b4e05d",
          "body": "…h fix + B1 (cache-deferred) (#474)\n\n* feat(provider): B1 greedy fast path default-ON (opt-out via env=0); bump version 0.6.23\n\n* chore(libs): bump mlx-swift -> MLX 0.32.0 (M5 NAX) [main @1eaa50be]\n\nmlx-swift-lm@791c17f verified to compile against 0.32.0 (darkbloom build green).\nHost C++ + metallib \n[…]\nwift -> df1fdc5f (merged Layr-Labs/mlx-swift#10)\n\nPins the MLX 0.32 thread-local stream fix at its merged main commit (was the\npre-merge branch commit 7e5c8a3). mlx-swift#10 + mlx-c#3 are both merged.",
          "is_bot": false,
          "headline": "release(provider): v0.6.23 — MLX 0.32.0 (M5 NAX) + thread-stream cras…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-26T23:59:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4bb125d72158d49694cddd19c9e7143b74d1b907",
          "body": "…am TPS under load (#475)\n\n* perf(provider): fix serial WS outbound bottleneck that tanks per-stream TPS under concurrent load\n\nRoot cause: the provider funnels ALL concurrent inference chunks through a\nsingle serial pipeline — OutboundRouter.yield() → one AsyncStream →\none consumer task doing `awai\n[…]\nop() } }` with synchronous\n`await engine.stop()` after the task group completes. The detached\nTask could race a subsequent helper invocation on the same\nModelContainer, contaminating TPS measurements.",
          "is_bot": false,
          "headline": "perf(provider): fix serial WS outbound bottleneck that tanks per-stre…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-26T23:53:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5e460bc5a1f2e38b51507f03fbb551e004ba5784",
          "body": "…#472)\n\nmlx-swift's Cmlx target compiles the MLX host C++ from our fork, but the GPU\nkernels (mlx.metallib) were copied from the PyPI mlx==0.31.1 wheel\n(release-swift.yml + scripts/fetch-metallib.sh). The host C++ asks the metallib\nfor kernels by name, so both halves must come from the same MLX vers\n[…]\nmakes strings on\nthe 150 MB+ metallib exit via SIGPIPE and trip set -o pipefail (a false negative).\n\nValidated locally: cold build ~57s -> 157 MB metallib with 3798 nax refs + gemv;\ncache hit instant.",
          "is_bot": false,
          "headline": "ci: build mlx.metallib from source instead of fetching a PyPI wheel (…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-26T21:36:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9ee24d93d739c4a15fad5ffe548cecd687607478",
          "body": "* feat(provider): bump Gemma4 decode stack to submodule main\n\n* fix(provider): pin mlx-swift to Swift 6.1-compatible commit\n\n* fix(provider): include Gemma4 VLM correctness follow-up\n\n* fix(provider): point Gemma4 stack at corrected mlx-swift-lm main\n\n* perf(provider): use batched rotating KV ring\n\n\n[…]\nr): point batched KV ring at mlx-swift-lm main\n\n* perf(provider): add B1 greedy fast path\n\n* fix(provider): reserve Gemma4 video KV and guard live metallib\n\n* fix(provider): harden B1 greedy fast path",
          "is_bot": false,
          "headline": "feat(provider): adopt Gemma4 vMLX decode stack (#470)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-26T20:33:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3d1ac2829302f5a9acddefad00de9fe9fe7f3b9a",
          "body": "Adds the MLX C++ core fork as a top-level submodule (tracking darkbloom-base =\nml-explore/mlx 0.32.0 + resource-count trim) for direct development alongside\nlibs/mlx-swift and libs/mlx-swift-lm. Same fork is also vendored inside\nlibs/mlx-swift at Source/Cmlx/mlx.",
          "is_bot": false,
          "headline": "Add libs/mlx submodule (Layr-Labs/mlx @ darkbloom-base) (#469)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-26T00:22:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2b1b5dbfd4e38f6cafa38396a9e45914f6676056",
          "body": "* feat(provider): add adaptive prefill beta\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* perf(provider): tune gpt-oss adaptive prefill\n\nAdd a scheduler-prefill benchmark path and seed gpt-oss-20b adaptive prefill with the measured 1536-token chunk policy to avoid the slower 2048-token step.\n\n\n[…]\nability,\nand decode-harm fires on slow overlap / no false positive on fast or\nlate overlap.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(provider): hardware-aware, self-calibrating adaptive prefill (#466)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-25T20:29:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "af1eeb06ddbacc3e7eb4c5a5c7a0714e45c838ce",
          "body": "Syncs the repo ToS with the finalized Darkbloom Terms of Service\n(Google Doc 6.24.26), adding the negotiated third-party software\nlicense disclaimer to the Provider Responsibilities section in both\nthe markdown and landing-page HTML copies.\n\nCo-authored-by: shwniscool <shwniscool@gmail.com>",
          "is_bot": false,
          "headline": "Add Third-Party Software Licenses disclaimer to Provider ToS (#467)",
          "author_name": "ethenotethan",
          "author_login": "ethenotethan",
          "committed_at": "2026-06-25T18:59:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "deb99bea644e97848392c02a5bb0cd78cd94a9bf",
          "body": "…E_TTFT_LIVE_DEADLINE_BASE_MS) (#468)\n\nttftDeadline's base was hardcoded at 5s (deadline = 5000ms + 1ms*prompt_tokens).\nProd telemetry shows the live 5s gate sheds ~46% of TTFT-decided gpt-oss-20b\nrequests, while client_gone cancels actually fit ~10000ms + 1ms*prompt_tokens, so\n5s over-sheds ~2x. Th\n[…]\ne ceiling, so all\nthree move in lockstep. Flip prod to 9s via Secret Manager (no rebuild); revert by\nclearing the secret.\n\nMirrors registry.ttftDeadlineBaseMs (shadow base) set-once/read-only pattern.",
          "is_bot": false,
          "headline": "TTFT: make live HARD_REJECT deadline base configurable (EIGENINFERENC…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-25T18:58:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c4f5b4d12131d0f3a7b76c6280ee3ecb04281e6b",
          "body": "…tion (root cause) (#463)\n\nVerificationModeProvider — added in #450 and wrapping the entire app — read\nlocalStorage in its useState initializer, so the first client render diverged\nfrom the server HTML whenever the user had toggled \"technical\" mode. On a React\nhydration mismatch the server DOM is di\n[…]\nt render.\n\nThis is the root-cause fix for the broken Link client router; the native-<a>\nworkarounds (#458 sidebar, #462 provider tabs) can be reverted in a follow-up\nonce verified on a preview deploy.",
          "is_bot": false,
          "headline": "fix(console-ui): fix hydration mismatch that broke client-side naviga…",
          "author_name": "anupsv",
          "author_login": "anupsv",
          "committed_at": "2026-06-24T20:26:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "defaa4e15509ab5c64d24bf1b345c14778e7b5d1",
          "body": "…-install tabs (#462)\n\nThe provider dashboard tabs (Dashboard/Setup/Earnings) and the onboarding\n\"Set up a provider\" / \"Open calculator\" buttons used next/link, whose client\nrouter is currently broken app-wide (the #457/#458 regression): the links\nrender but router.push silently no-ops, so clicking \n[…]\n shows just the\n  Dashboard, whose onboarding state owns the setup flow. The check starts false\n  and reads state only inside an effect, so the first render is deterministic\n  (no hydration mismatch).",
          "is_bot": false,
          "headline": "fix(console-ui): repair provider dashboard tab navigation + gate post…",
          "author_name": "anupsv",
          "author_login": "anupsv",
          "committed_at": "2026-06-24T20:23:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5fd1b018d4756532e5b60f56f3ca6582717a6d73",
          "body": "The provider dashboard mounts useAuth many times at once (the fleet hook,\none per machine's RemoveMachineButton, the sidebar, RUM). Provider accounts\noften have no inference key yet, so each instance fired POST /api/auth/keys\nconcurrently. The burst tripped the coordinator's financial rate limit,\nre\n[…]\ner churn every consumer effect).\n- tests: many concurrent mounts => exactly one POST; backoff after a 429;\n  AuthState identity stability across ticks.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(console-ui): stop /api/auth/keys provisioning request storm (#461)",
          "author_name": "anupsv",
          "author_login": "anupsv",
          "committed_at": "2026-06-24T18:18:35Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "80ce2574bc4a982ebe4d5764ac0552c1e3fe47ad",
          "body": "Avoid the broken Next Link client-router path for shell navigation so sidebar clicks always fall back to browser-native route loads.",
          "is_bot": false,
          "headline": "fix(console-ui): use native sidebar navigation (#458)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-24T00:26:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8ba9c0feb06d9cb730ccbcea5ead4bfbfe2bc79",
          "body": "…kable (#457)\n\nThe left-nav links rendered but did nothing — clicking Chat/Stats/etc. never\nnavigated. Root cause is a React hydration mismatch (#418), not an overlay or a\nz-index/stacking bug.\n\nTwo client-only reads ran during the first (hydration) render, so the first\nclient render diverged from t\n[…]\n/stats, elementFromPoint over\nthe Stats link returns the link, and clicking Stats navigates to /stats.\nnpm run build, eslint src/, and vitest all pass.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(console-ui): stop hydration mismatch that made sidebar nav unclic…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-23T23:18:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c19302de31fcec829d3b87e37e1c76ab2c2931df",
          "body": "…P (#456)\n\n* fix(console-ui): allow WalletConnect domains in CSP connect-src\n\nPrivy's wallet-login (WalletConnect) flow was blocked by the console-ui\nContent-Security-Policy. The connect-src directive omitted the\nWalletConnect domains, so the browser refused to:\n\n- fetch the WalletConnect wallet reg\n[…]\ntries are retained.\nadmin-ui CSP is intentionally untouched (no Privy/WalletConnect there).\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(console-ui): allow full Privy/WalletConnect/Turnstile stack in CS…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-23T22:53:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "efa7696170192d1e3b852967964e56104c1c9c71",
          "body": "…stering (#452)\n\nOverhaul the Live Network Flow nodes map: cursor-anchored zoom/pan with\n+/-/reset controls, a dot-matrix world (SSR-safe ray-casting point-in-polygon\nsampling) replacing the low-poly blob, refined pins and gradient flows, and\nzoom-aware marker clustering (overlapping nodes merge int\n[…]\nxtracted into a modular console-ui/src/components/stats/network-map/ package;\npage.tsx is ~210 lines thinner. Reused the new world in RequestGeography.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(console-ui): zoomable dot-matrix Stats nodes map with marker clu…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-23T18:14:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "486e9620aafd31c94392ec017980578af03be855",
          "body": "…e_health telemetry (measurement only) (#451)\n\n* feat(provider): instrument the first-token wedge (measurement only)\n\nAdd NON-PRIVATE engine-health signals so the coordinator and the offline\ntelemetry trail can SEE the MLX/Metal first-token wedge from\ndocs/reports/2026-06-22-cancel-root-cause-and-fi\n[…]\nealthy engine from false-tripping. Documented the reasoning in the\nrunBridge admit comment.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Instrument the first-token wedge: provider heartbeat counters + engin…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-23T00:45:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c37ff758e3b88fb2db6de1c3b7e62fa616b42245",
          "body": "… (#450)\n\n* chore(console-ui): phase 0 — add bundle-size analysis tooling\n\nReconstructs per-route First Load JS (raw + gzip) from the Next 16 / Turbopack\nbuild output, which prints no size columns. Baseline captured: shared 789.6 KB\ngz, chat route 924.4 KB gz. Used to track bundle deltas through the\n[…]\n ApiKeysManager\ncases (disabled + no-op while !ready; enabled + forwards click once ready).\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "refactor(console-ui): modularize + perf overhaul (-73% shared bundle)…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-23T00:13:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0d6c860ce3da973dfe2345e3500f215061bf9a06",
          "body": "… (#449)\n\nThe provider/consumer geo resolver was hardwired to the free\nhttp://ip-api.com endpoint (45 req/min). Read EIGENINFERENCE_IPAPI_KEY (a\nsecret, injected via KMS / Secret Manager) and, when present, switch to the\nunmetered https://pro.ip-api.com endpoint with &key=<key>, tagging the\nresult S\n[…]\nsted against httptest without hitting the live\nservice. The key is never logged (debug logs record only a pro bool) or\ncommitted; tests use a fake key.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "geo: use ip-api.com PRO endpoint when EIGENINFERENCE_IPAPI_KEY is set…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-22T20:52:46Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0c32c5a564b67db401ebc03c665e5462ead7d371",
          "body": "…(behavior-neutral) (#447)\n\n* feat(coordinator): TTFT-contention Phase 0 — shadow + measurement (behavior-neutral)\n\nImplements the corrected Phase-0 slice: make the EXISTING per-(provider,model)\noccupancy drive an occupancy-aware TTFT estimate + a shadow gate at the verified\n~10s base, and measure s\n[…]\nmpt\n  flag.\n\ngo test ./... + go test -race ./registry/... ./api/... + gofmt + go vet green.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "TTFT contention Phase 0: telemetry fix + occupancy-aware shadow gate …",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-22T20:24:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8653bf05219916218ca7eb58a04b962754cc4b97",
          "body": "… (#448)\n\nThree layout defects on the Network Stats page:\n\n1. Invisible card surfaces — every card/chart/panel used bg-bg-primary, the\n   same token as the page background, so surfaces were near-invisible in light\n   mode and fully invisible in dark mode. Switched the 12 top-level surfaces to\n   bg-\n[…]\nned descendants are contained and clipped.\n\nClass/token-only change; no logic touched. Verified: tsc error set unchanged vs\nmaster, eslint 0 errors on the file, next build succeeds, /stats prerenders.",
          "is_bot": false,
          "headline": "fix(console-ui): repair Network Stats surfaces and scroll containment…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-22T20:18:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e118b69ae01ae3491594d9c2ee418e8d21b33c78",
          "body": "… (stacked on #444) (#445)\n\n* refactor(provider): delete dead single-request inference/SSE/formatter stack\n\nThe production inference path is MultiModelBatchSchedulerEngine+Translation\n+ BatchScheduler. The single-request driver, its SSE formatter, and the\nchat-prompt formatter were only referenced b\n[…]\n(whole-module, #if !DEBUG\nactive) reaches \"Build complete\"; `swift test` -> 1059/1059 pass.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "refactor: split coordinator + provider god-files into focused modules…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-22T06:47:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2ffc8581a8ac3df968026ce208691df589f88e5c",
          "body": "…rovider) (#444)\n\n* refactor(provider): delete dead single-request inference/SSE/formatter stack\n\nThe production inference path is MultiModelBatchSchedulerEngine+Translation\n+ BatchScheduler. The single-request driver, its SSE formatter, and the\nchat-prompt formatter were only referenced by tests. R\n[…]\nal to before.\n\nVerified: coordinator/api alias fallback tests + full `go test ./...`\ngreen.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "refactor: tech-debt cleanup + partial modularization (coordinator + p…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-22T06:22:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b0e10285716b77e29f3d17d10434ceb8a672206c",
          "body": "…eanly as 429 (#443)\n\n* fix: inference reliability — kill retry storm, eject zombies, shed cleanly as 429\n\nRCA of prod OpenRouter-facing uptime (~70% gpt-oss / ~83% gemma excl-400, dipping\nto 43% at peak) traced every symptom to a small set of root causes. OpenRouter is\n~99% of traffic and does NOT \n[…]\no deadlock, no race).\n\nFull registry suite green (1.1s, was 600s timeout); -race clean on the routing/ejection path.\n\n* chore: drop PLAN.md/PLAN-specs.md from PR (planning artifacts, not repo content)",
          "is_bot": false,
          "headline": "fix: inference reliability — kill retry storm, eject zombies, shed cl…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-22T02:07:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "57486037cc5ece9ae380eeb8da639c0350363cab",
          "body": "…p path (#440)\n\nCoordinator startup ran an expensive `DELETE ... GROUP BY job_id` dedupe on the\nhot provider_earnings table (~900k rows / ~443MB) inside NewPostgres -> migrate.\nOn deploy it full-scanned and held a relation lock for ~15m, blocking the\nsubsequent CREATE INDEX statements so the HTTP se\n[…]\nase.\n- Tests: always-on source guard against reintroducing the boot dedupe, plus a\n  postgres-gated test asserting a valid index after startup, migrate()\n  re-entrancy, and idempotent earnings writes.",
          "is_bot": false,
          "headline": "fix(coordinator): DAR-349 remove provider_earnings dedupe from startu…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-21T06:01:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4c2a708059a78a30cce395955c813339a949e135",
          "body": "…ashboard warning (#436)\n\n* fix: reuse durable Apple MDA attestation across reconnect + correct dashboard warning\n\nProviders showed 'Apple Device Attestation incomplete' after a restart even\nthough they held hardware trust and were routing/earning normally.\n\nRoot cause (coordinator): the MDA cert ch\n[…]\nver attached — leaving the provider hardware/mda_verified=false despite a\nvalid reusable proof. Attach the cached proof on that path too, matching the\nsynchronous-MDM, fast-skip, and ACME grant paths.",
          "is_bot": false,
          "headline": "fix: reuse durable Apple MDA attestation across reconnect + correct d…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-21T05:08:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "053f8c220d3c9e9605bbe5f651b01ea645fd46dd",
          "body": "* feat: provider base rewards — economical earnings floor (max(earned, floor))\n\nSquashed PR #282 (5 commits) for rebase onto master:\n- Phase 0 bounded floor + restart-safe idempotent settlement\n- Phase 1 verified capacity + correctness probe\n- Phase 2/3 taper (pure functions, runs at taper=1)\n- cons\n[…]\n grace)\n   so eviction delays do not overcount uptime.\n6. Skip unknown-model candidates entirely instead of settling a $0 draw\n   that permanently blocks payment if the identifier is later catalogued.",
          "is_bot": false,
          "headline": "feat: provider base rewards (#282)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-21T04:58:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dd624f8f102be929b4db763bcf71a1a4bafc3b93",
          "body": "…p dedicated pool warm (#439)\n\n* fix(coordinator): cap per-box concurrency at quality_concurrency; keep dedicated pool warm\n\nGemma's dedicated pool was collapsing under load: ~80% of requests failed\n(53% cancelled, 27% error, telemetry over 30m) because the per-provider\nconcurrency cap is a flat 24 \n[…]\nhot and reservation, a box that just reached its\nquality cap could be over-admitted via the re-check. Now the re-check uses the same\nquality-capped headroom. Added TestQualityCapAppliedAtAdmitRecheck.",
          "is_bot": false,
          "headline": "fix(coordinator): cap per-box concurrency at quality_concurrency; kee…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-21T04:45:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dbc30243cc83e7dad5ce3edf63480da205842c43",
          "body": "…equests (#437)\n\n* fix(coordinator): DAR-347 stop dispatch-storming unservable gpt-oss requests\n\nOversized gpt-oss requests (prompt exact-tokenizes past the 131K context) were\ndispatched and retried a median of 22x (max 63, ceiling maxDispatchAttempts=64),\n~8.7 min, 0% eventual success, before a fin\n[…]\nt with the current Swift provider\n(which emits \"request exceeds batch token budget\"), but closes the gap the markers\nlist already anticipates. Tests added for the past-tense and marker-only phrasings.",
          "is_bot": false,
          "headline": "fix(coordinator): DAR-347 stop dispatch-storming unservable gpt-oss r…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-21T04:43:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "be80b1f2821df8a87a90b27ae0daf25ce9c51284",
          "body": "…s (#393)\n\n* feat(coordinator): graceful HTTP drain for zero-downtime upgrades\n\nDAR-327 Phase 1. Lets the coordinator drain in-flight inference before a\nrestart/swap so no request is cancelled mid-flight.\n\n- Server: atomic httpInflight counter + coordinatorDraining flag with\n  SetDraining/IsDraining\n[…]\n(coordinator): DAR-327 Phase 1 review — align drain grace to 120s, correct /health liveness doc, gate-future-routes note, merge-order note\n\n* fix(coordinator): align drain grace with inference timeout",
          "is_bot": false,
          "headline": "DAR-327 Phase 1: graceful coordinator drain for zero-downtime upgrade…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-21T01:20:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4421c6fc248f6b9feb3d3f5409af634777ec3802",
          "body": "…d (#434)\n\n* feat(coordinator): route Gemma 4 only to dedicated providers; 429 shed\n\nRestrict a dedicated model family (default: gemma-4, via\nEIGENINFERENCE_DEDICATED_MODELS) to providers whose entire advertised\ncatalog is that family. Enforced via one shared predicate\n(providerExcludedByDedicatedRu\n[…]\n resolves\nto a Previous build on a dedicated box instead of resolving Desired and\n429ing at dispatch. Owner self-route (allowPrivate) stays exempt.\n\nAddresses Codex PR review (alias routability gate).",
          "is_bot": false,
          "headline": "feat(coordinator): route Gemma 4 only to dedicated providers; 429 she…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-21T01:18:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dc5a413646e99fe4374ed9aa39a9c5dadbe38a19",
          "body": null,
          "is_bot": false,
          "headline": "fix(provider): settle delivered tokens on client-gone cancels (#433)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-20T22:29:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68f551453f61fa9290165b2461a64c0eef9a9837",
          "body": "* fix(provider): normalize GPT-OSS tool template payloads\n\n* refactor(provider): isolate chat template fixes by model",
          "is_bot": false,
          "headline": "fix(provider): normalize GPT-OSS tool template payloads (#429)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-20T21:05:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9427144131a6a755725a57f3b6033a6bc9cfc0c1",
          "body": "…ccount (#427)\n\n* fix(billing): allow changing Stripe Express country by creating new account\n\nStripe locks the country on Express accounts after creation, so users who\nfirst onboarded with the wrong country (often defaulted to US) could never\nchange it. We now store the locked country and create a \n[…]\n country and let users pick a different one to create a new\n  account.\n\nTests cover both country passthrough and country-change account creation.\n\n* fix(billing): handle unknown Stripe account country",
          "is_bot": false,
          "headline": "fix(billing): allow changing Stripe Express country by creating new a…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-20T20:17:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6694db9555699cdb5a8ebdb2f69050ad9129cb36",
          "body": "* fix(coordinator): restore inference route persistence\n\n* fix(coordinator): address route persistence CI failures\n\n* test(coordinator): fix postgres store assumptions",
          "is_bot": false,
          "headline": "fix(coordinator): restore inference route persistence (#428)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-20T19:49:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89c51f17eadaf416d54932773d4ccc7a39bb3eab",
          "body": "…es (#423)\n\n* feat(provider): `darkbloom beta` command to enable opt-in beta features\n\nAdds a config-backed beta-feature toggle so providers can opt into experimental\ncapabilities — starting with KV-cache quantization (kv-quant).\n\n- BetaFeature registry (ProviderCore/Config/BetaFeatures.swift): maps\n[…]\nconfig is given, persist to ConfigManager.defaultConfigPath()\n(the post-migration canonical path the daemon reads); honor an explicit\n--config path as-is. No-op check now tests the actual save target.",
          "is_bot": false,
          "headline": "feat(provider): `darkbloom beta` command to enable opt-in beta featur…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-06-20T07:02:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
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          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 62,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "forks": 45,
              "stars": 231,
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              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "231 stars",
                "points": 38.3,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
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                      "count": 231
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "45 forks",
                "points": 13.7,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
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                      "count": 45
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "5 watchers",
                "points": 3.3,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
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                      "count": 5
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "has_readme": true,
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              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": true
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            "components": [
              {
                "key": "readme",
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              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file present, not a recognized license",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "license_custom",
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
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                "max_points": 7.2
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              {
                "key": "pr_template",
                "name": "PR template",
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                "max_points": 6.3
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 48,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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              "bus_factor": 1,
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              "top_contributor_share": 0.905
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
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                      "count": 1
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                ],
                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 90% of commits",
                "points": 2.1,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 90
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "11 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 11
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "at_risk",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 42,
            "inputs": {
              "merged_prs": 278,
              "open_issues": 87,
              "closed_issues": 28,
              "issue_closed_ratio": 0.243,
              "closed_unmerged_prs": 74
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "24% of issues closed",
                "points": 11.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 24
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "278/352 decided PRs merged",
                "points": 30.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 278,
                      "decided": 352
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 1/29 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 74,
            "inputs": {
              "followers": 847,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "Layr-Labs",
              "public_repos": 160,
              "account_age_days": 1737
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "847 followers of Layr-Labs",
                "points": 21.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 847,
                      "login": "Layr-Labs"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "160 public repos, account ~4 yr old",
                "points": 22.5,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 160
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 4
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 85,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "7 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 7
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yml, eslint.config.mjs",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml, eslint.config.mjs"
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "26 out of 27 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://darkbloom.dev",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://darkbloom.dev",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 54,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 52,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 6,
                "status": "partial",
                "details": [],
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "26 out of 27 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 1/29 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 5",
                "points": 2.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "37 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 1495 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": 1495
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "source": "osv",
              "advisories": 68,
              "affected_packages": 22,
              "assessed_packages": 1495,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 2, high 13, moderate 2, low 1, unknown 4",
              "direct_affected_packages": 4
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "4 affected: golang.org/x/crypto v0.51.0 (critical 10.0), next 16.2.6 (high 8.2), next 16.2.7 (high 8.2), +1 more",
                "points": 4.7,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 4,
                      "packages": "golang.org/x/crypto v0.51.0 (critical 10.0), next 16.2.6 (high 8.2), next 16.2.7 (high 8.2)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "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": 1495,
              "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": {}
              }
            ],
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        "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."
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  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch go package 'github.com/eigeninference/d-inference' from its registry",
    "Could not fetch crates package 'promptsidecar' from its registry"
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  "license_state": "custom",
  "license_spdx": null
}

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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.