公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-23 02:04 UTC

Layr-Labs / d-inference

Private Inference Network on Idle Macs

Go · Swift自定义许可证★ 231 星标⑂ 45 复刻始于 2026年3月在 GitHub 上查看 ↗

Layr-Labs/d-inference 的健康指数为 100 分中的 66 分，处于「中等」区间。 其得分最高的类别是AI Readiness（92/100），最低的是Sustainability & Governance（48/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

66
总分 / 100
中等

软件健康指数

指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。

66
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

Eigen Labs组织
847 关注者160 个公开仓库始于 2021年10月

该仓库由组织支持——共同承担、可问责的托管责任，可延续于任何单一维护者之后。

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？

82良好 · 占总体的 22%

开发活跃度

77良好
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
13.2/36提交节奏 — 52 周中有 19 周有提交
18/18提交量 — 最近一年 881 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year881
human_commit_share0.97
days_since_last_push0
active_weeks_last_year19

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 2.1 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count100
latest_release_tagv0.7.12
releases_from_tags否
days_since_latest_release0
mean_days_between_releases2.1

社区与采用

项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？

62中等 · 占总体的 18%

流行度与采用

55中等
评分方式
38.3/60星标 — 231 个星标
13.7/25复刻 — 45 个复刻
3.3/15关注者 — 5 位关注者
所用输入
forks45
stars231
watchers5
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

71良好
评分方式
22.5/22.5README
16.9/22.5许可证 — 存在许可证文件，但不是可识别的许可证
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme是
has_license是
has_contributing是
has_issue_template否
has_code_of_conduct否
has_pull_request_template是

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？

48存在风险 · 占总体的 24%

维护者韧性（巴士系数）

31存在风险
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
2.1/22.5提交分布 — 头号贡献者编写了 90% 的提交
13.5/13.5贡献者广度 — 11 位贡献者
6/10OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6
所用输入
bus_factor1
contributors_sampled11
top_contributor_share0.905

议题与 PR 响应能力

42存在风险
评分方式
11.4/46.8议题解决 — 24% 的议题已关闭
30.2/38.3PR 接受 — 已裁定的 PR 中 278/352 已合并
0/15OpenSSF Scorecard：Code-Review — Found 1/29 approved changesets -- score normalized to 0
所用输入
merged_prs278
open_issues87
closed_issues28
issue_closed_ratio0.243
closed_unmerged_prs74

所有权与托管责任

74良好
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
21.1/25所有者影响力 — Layr-Labs 有 847 位关注者
22.5/25既往记录 — 160 个公开仓库，账户约 4 年
所用输入
followers847
owner_typeOrganization
is_verified—
owner_loginLayr-Labs
public_repos160
account_age_days1,737

工程质量

基础的工程与文档实践是否到位？

85优秀 · 占总体的 20%

工程实践

82良好
评分方式
24/24CI 工作流 — 7 个工作流
24/24存在测试
16/16Linter 配置 — .golangci.yml, eslint.config.mjs
0/9.6Pre-commit 钩子
0/6.4.editorconfig
18/20OpenSSF Scorecard：CI-Tests — 26 out of 27 merged PRs checked by a CI test -- score normalized to 9
所用输入
has_ci是
has_tests是
has_editorconfig否
has_linter_config是
has_precommit_config否

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://darkbloom.dev
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics—
has_wiki是
homepagehttps://darkbloom.dev
has_readme是
has_docs_dir是
has_description是

安全

可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？

54中等 · 占总体的 16%

安全态势

52中等
评分方式
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
2.2/2.5许可证 — 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 — 无数据
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
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.2
已排除计分（无数据或不适用）：packaging。 其余权重已重新归一化。

依赖安全公告

60中等
评分方式
4.7/35直接依赖不含已知公告 — 4 个受影响：golang.org/x/crypto v0.51.0 (critical 10.0), next 16.2.6 (high 8.2), next 16.2.7 (high 8.2)，另有 1 个
0/25间接依赖不含已知公告 — 在此范围内，传递依赖集合无法与开发和测试依赖区分
40/40没有长期未处理的公告 — 没有公告公开超过 90 天
所用输入
sourceosv
advisories68
affected_packages22
assessed_packages1,495
unassessed_packages0
affected_by_severitycritical 2, high 13, moderate 2, low 1, unknown 4
direct_affected_packages4
已排除计分（无数据或不适用）：间接依赖不含已知公告。 其余权重已重新归一化。 已将 1495 个已解析依赖与 OSV 比对。 该仓库未发布任何索引可解析的软件包，因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起，因此仅对声明的运行时依赖计分；传递性发现仅作为背景信息列出，不计入评分。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。

92优秀 · 占总体的 0%

AI 代理上下文与指引

85优秀
评分方式
45/45代理指令 — AGENTS.md, CLAUDE.md, docs/AGENTS.md
0/15机器可读文档（llms.txt）
40/40可读的提交历史 — 97 次人类提交中有 97 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md, docs/AGENTS.md
agent_instruction_max_bytes26,845

验证循环（构建 / 测试 / 类型检查）

95优秀
评分方式
18/18一条命令的引导启动 — Makefile, mise.toml
22/22自动化测试
11/11Lint / 格式化配置 — .golangci.yml, eslint.config.mjs
11/11静态类型检查 — admin-ui/tsconfig.json, console-ui/tsconfig.json
10/10可复现环境 — Dockerfile, lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 30 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 2 次为自动依赖更新
5/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
所用输入
has_nix否
has_tests是
lockfilesCargo.lock, go.sum, package-lock.json
has_dockerfile是
typed_language是
bootstrap_filesMakefile, mise.toml
has_devcontainer否
has_linter_config是
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

面向模型的代码可读性

99优秀
评分方式
45/45可类型检查的代码 — Go（静态类型）
54.1/55可控的文件大小 — 采样的 1,379 个源文件中有 23 个超过 60KB
所用输入
primary_languageGo
largest_source_bytes200,362
source_files_sampled1,379
oversized_source_files23

关键数据

231GitHub 星标
11贡献者
881最近 12 个月提交数
0距最近推送天数
100发布版本数
1巴士系数（bus factor）
87开放议题
Go, npm软件包生态系统数

数据采集警告

  • 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

更多细节

Star 与 Fork 历史 0 ★ / 45 ⇿
0Star
45Fork
99发布

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

010203040504372026-042026-062026-07
主版本 0次版本 4修订 64
OpenSSF Scorecard 5.2 / 10
5.2综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。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
不适用Packagingpackaging 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
直接依赖 49
注册表软件包版本约束清单文件
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
全部依赖 1,495

来自 GitHub 依赖图的完整解析依赖集合：52 个直接依赖与 1,443 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

注册表软件包版本关系
crates.ioanyhow1.0.103直接
crates.iobytes1.12.1直接
crates.ioclap4.6.1直接
crates.iohex0.4.3直接
crates.iohttp-body-util0.1.4直接
crates.iohyper1.10.1直接
crates.iohyper-util0.1.20直接
crates.iolibc0.2.186直接
crates.iominijinja2.21.0直接
crates.iominijinja-contrib2.21.0直接
crates.ioserde1.0.228直接
crates.ioserde_json1.0.150直接
crates.iosha20.11.0直接
crates.iosubtle2.6.1直接
crates.iothiserror2.0.18直接
crates.iotokenizers0.23.1直接
crates.iotokio1.52.3直接
Gofilippo.io/agev1.3.1直接
Gogithub.com/datadog/datadog-go/v5v5.8.3直接
Gogithub.com/golang-jwt/jwt/v5v5.3.1直接
Gogithub.com/google/uuidv1.6.0直接
Gogithub.com/jackc/pgx/v5v5.9.2直接
Gogithub.com/openai/openai-gov1.12.0直接
Gogithub.com/smallstep/pkcs7v0.2.1直接
Gogithub.com/stretchr/testifyv1.11.1直接
Gogo.etcd.io/bboltv1.4.3直接
Gogolang.org/x/cryptov0.51.0直接
Gogolang.org/x/timev0.15.0直接
Gogopkg.in/datadog/dd-trace-go.v1v1.74.8直接
Gonhooyr.io/websocketv1.8.17直接
Gosoftware.sslmate.com/src/go-pkcs12v0.7.1直接
npm@datadog/browser-rum6.32.0直接
npm@privy-io/react-auth3.18.0直接
npm@vercel/analytics2.0.1直接
npmasn1js3.0.7直接
npmlucide-react0.554.0直接
npmlucide-react1.0.1直接
npmlucide-react1.17.0直接
npmnext16.2.6直接
npmnext16.2.7直接
npmpg8.21.0直接
npmpkijs3.4.0直接
npmreact19.2.4直接
npmreact19.2.7直接
npmreact-dom19.2.4直接
npmreact-dom19.2.7直接
npmreact-markdown10.1.0直接
npmremark-gfm4.0.1直接
npmtweetnacl1.0.3直接
npmzustand5.0.0直接
npmzustand5.0.12直接
npmzustand5.0.3直接
crates.ioahash0.8.12间接
crates.ioaho-corasick1.1.4间接
crates.ioanstream1.0.0间接
crates.ioanstyle1.0.14间接
crates.ioanstyle-parse1.0.0间接
crates.ioanstyle-query1.1.5间接
crates.ioanstyle-wincon3.0.11间接
crates.ioatomic-waker1.1.2间接
crates.ioautocfg1.5.1间接
crates.iobase640.13.1间接
crates.iobit-set0.8.0间接
crates.iobit-vec0.8.0间接
crates.iobitflags2.13.0间接
crates.ioblock-buffer0.12.1间接
crates.iocastaway0.2.4间接
crates.iocfg-if1.0.4间接
crates.ioclap_builder4.6.0间接
crates.ioclap_derive4.6.1间接
crates.ioclap_lex1.1.0间接
crates.iocolorchoice1.0.5间接
crates.iocompact_str0.9.1间接
crates.ioconst-oid0.10.2间接
crates.iocpufeatures0.3.0间接
crates.iocrossbeam-deque0.8.7间接
crates.iocrossbeam-epoch0.9.20间接
crates.iocrossbeam-utils0.8.22间接
crates.iocrypto-common0.2.2间接
crates.iodaachorse1.0.1间接
crates.iodarling0.20.11间接
crates.iodarling_core0.20.11间接
crates.iodarling_macro0.20.11间接
crates.iodary_heap0.3.9间接
crates.ioderive_builder0.20.2间接
crates.ioderive_builder_core0.20.2间接
crates.ioderive_builder_macro0.20.2间接
crates.iodigest0.11.3间接
crates.ioeither1.16.0间接
crates.ioequivalent1.0.2间接
crates.ioerrno0.3.14间接
crates.ioesaxx-rs0.1.10间接
crates.iofancy-regex0.17.0间接
crates.iofastrand2.4.1间接
crates.iofnv1.0.7间接
crates.iofutures-channel0.3.32间接
crates.iofutures-core0.3.32间接
crates.iogetrandom0.3.4间接
crates.iohashbrown0.17.1间接
crates.ioheck0.5.0间接
crates.iohttp1.4.2间接
crates.iohttp-body1.1.0间接
crates.iohttparse1.10.1间接
crates.iohttpdate1.0.3间接
crates.iohybrid-array0.4.13间接
crates.ioident_case1.0.1间接
crates.ioindexmap2.14.0间接
crates.iois_terminal_polyfill1.70.2间接
crates.ioitertools0.14.0间接
crates.ioitoa1.0.18间接
crates.iolinux-raw-sys0.12.1间接
crates.iolog0.4.33间接
crates.iomacro_rules_attribute0.2.2间接
crates.iomacro_rules_attribute-proc_macro0.2.2间接
crates.iomemchr2.8.3间接
crates.iomemo-map0.3.3间接
crates.iominimal-lexical0.2.1间接
crates.iomio1.2.1间接
crates.iomonostate0.1.18间接
crates.iomonostate-impl0.1.18间接
crates.ionom7.1.3间接
crates.ionum-traits0.2.19间接
crates.ioonce_cell1.21.4间接
crates.ioonce_cell_polyfill1.70.2间接
crates.iopaste1.0.15间接
crates.iopin-project-lite0.2.17间接
crates.ioppv-lite860.2.21间接
crates.ioproc-macro21.0.106间接
crates.ioproptest1.11.0间接
crates.ioquick-error1.2.3间接
crates.ioquote1.0.46间接
crates.ior-efi5.3.0间接
crates.iorand0.9.5间接
crates.iorand_chacha0.9.0间接
crates.iorand_core0.9.5间接
crates.iorand_xorshift0.4.0间接
crates.iorayon1.12.0间接
crates.iorayon-cond0.4.0间接
crates.iorayon-core1.13.0间接
crates.ioregex1.13.0间接
crates.ioregex-automata0.4.15间接
crates.ioregex-syntax0.8.11间接
crates.iorustix1.1.4间接
crates.iorustversion1.0.23间接
crates.iorusty-fork0.3.1间接
crates.ioryu1.0.23间接
crates.ioserde_core1.0.228间接
crates.ioserde_derive1.0.228间接
crates.iosignal-hook-registry1.4.8间接
crates.iosmallvec1.15.2间接
crates.iosocket20.6.4间接
crates.iospm_precompiled0.1.4间接
crates.iostatic_assertions1.1.0间接
crates.iostrsim0.11.1间接
crates.iosyn2.0.119间接
crates.iotempfile3.27.0间接
crates.iothiserror-impl2.0.18间接
crates.iotokio-macros2.7.0间接
crates.iotypenum1.20.1间接
crates.iounarray0.1.4间接
crates.iounicase2.9.0间接
crates.iounicode-ident1.0.24间接
crates.iounicode-normalization-alignments0.1.12间接
crates.iounicode-segmentation1.13.3间接
crates.iounicode_categories0.1.1间接
crates.ioutf8parse0.2.2间接
crates.ioversion_check0.9.5间接
crates.iowait-timeout0.2.1间接
crates.iowasi0.11.1+wasi-snapshot-preview1间接
crates.iowasip21.0.4+wasi-0.2.12间接
crates.iowindows-link0.2.1间接
crates.iowindows-sys0.61.2间接
crates.iowit-bindgen0.57.1间接
crates.iozerocopy0.8.54间接
crates.iozerocopy-derive0.8.54间接
crates.iozmij1.0.23间接
Gofilippo.io/hpkev0.4.0间接
Gogithub.com/cenkalti/backoff/v5v5.0.3间接
Gogithub.com/cespare/xxhash/v2v2.3.0间接
Gogithub.com/cihub/seelogv0.0.0-20170130134532-f561c5e57575间接
Gogithub.com/datadog/datadog-agent/comp/core/tagger/origindetectionv0.67.0间接
Gogithub.com/datadog/datadog-agent/pkg/obfuscatev0.67.0间接
Gogithub.com/datadog/datadog-agent/pkg/protov0.67.0间接
Gogithub.com/datadog/datadog-agent/pkg/remoteconfig/statev0.69.0间接
Gogithub.com/datadog/datadog-agent/pkg/tracev0.67.0间接
Gogithub.com/datadog/datadog-agent/pkg/util/logv0.67.0间接
Gogithub.com/datadog/datadog-agent/pkg/util/scrubberv0.67.0间接
Gogithub.com/datadog/datadog-agent/pkg/versionv0.67.0间接
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Gogithub.com/datadog/go-libddwaf/v4v4.3.2间接
Gogithub.com/datadog/go-runtime-metrics-internalv0.0.4-0.20250721125240-fdf1ef85b633间接
Gogithub.com/datadog/go-sqllexerv0.1.6间接
Gogithub.com/datadog/go-tufv1.1.0-0.5.2间接
Gogithub.com/datadog/opentelemetry-mapping-go/pkg/otlp/attributesv0.27.0间接
Gogithub.com/datadog/sketches-gov1.4.7间接
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33cc间接
Gogithub.com/dustin/go-humanizev1.0.1间接
Gogithub.com/ebitengine/puregov0.8.3间接
Gogithub.com/go-logr/logrv1.4.3间接
Gogithub.com/go-logr/stdrv1.2.2间接
Gogithub.com/go-ole/go-olev1.3.0间接
Gogithub.com/go-viper/mapstructure/v2v2.4.0间接
Gogithub.com/gogo/protobufv1.3.2间接
Gogithub.com/golang/protobufv1.5.4间接
Gogithub.com/hashicorp/go-versionv1.7.0间接
Gogithub.com/jackc/pgpassfilev1.0.0间接
Gogithub.com/jackc/pgservicefilev0.0.0-20240606120523-5a60cdf6a761间接
Gogithub.com/jackc/puddle/v2v2.2.2间接
Gogithub.com/json-iterator/gov1.1.12间接
Gogithub.com/lufia/plan9statsv0.0.0-20250317134145-8bc96cf8fc35间接
Gogithub.com/masterminds/semver/v3v3.3.1间接
Gogithub.com/microsoft/go-winiov0.6.2间接
Gogithub.com/modern-go/concurrentv0.0.0-20180306012644-bacd9c7ef1dd间接
Gogithub.com/modern-go/reflect2v1.0.3-0.20250322232337-35a7c28c31ee间接
Gogithub.com/outcaste-io/ristrettov0.2.3间接
Gogithub.com/philhofer/fwdv1.1.3-0.20240916144458-20a13a1f6b7c间接
Gogithub.com/pkg/errorsv0.9.1间接
Gogithub.com/planetscale/vtprotobufv0.6.1-0.20240319094008-0393e58bdf10间接
Gogithub.com/pmezard/go-difflibv1.0.1-0.20181226105442-5d4384ee4fb2间接
Gogithub.com/power-devops/perfstatv0.0.0-20240221224432-82ca36839d55间接
Gogithub.com/puzpuzpuz/xsync/v3v3.5.1间接
Gogithub.com/secure-systems-lab/go-securesystemslibv0.9.0间接
Gogithub.com/shirou/gopsutil/v4v4.25.3间接
Gogithub.com/theckman/httpforwardedv0.4.0间接
Gogithub.com/tidwall/gjsonv1.16.0间接
Gogithub.com/tidwall/matchv1.1.1间接
Gogithub.com/tidwall/prettyv1.2.1间接
Gogithub.com/tidwall/sjsonv1.2.5间接
Gogithub.com/tinylib/msgpv1.2.5间接
Gogithub.com/tklauser/go-sysconfv0.3.15间接
Gogithub.com/tklauser/numcpusv0.10.0间接
Gogithub.com/yusufpapurcu/wmiv1.2.4间接
Gogo.opentelemetry.io/auto/sdkv1.2.1间接
Gogo.opentelemetry.io/collector/componentv1.31.0间接
Gogo.opentelemetry.io/collector/featuregatev1.31.0间接
Gogo.opentelemetry.io/collector/internal/telemetryv0.125.0间接
Gogo.opentelemetry.io/collector/pdatav1.31.0间接
Gogo.opentelemetry.io/collector/semconvv0.125.0间接
Gogo.opentelemetry.io/contrib/bridges/otelzapv0.10.0间接
Gogo.opentelemetry.io/otelv1.43.0间接
Gogo.opentelemetry.io/otel/logv0.11.0间接
Gogo.opentelemetry.io/otel/metricv1.43.0间接
Gogo.opentelemetry.io/otel/sdkv1.43.0间接
Gogo.opentelemetry.io/otel/tracev1.43.0间接
Gogo.uber.org/atomicv1.11.0间接
Gogo.uber.org/multierrv1.11.0间接
Gogo.uber.org/zapv1.27.0间接
Gogolang.org/x/expv0.0.0-20250606033433-dcc06ee1d476间接
Gogolang.org/x/modv0.35.0间接
Gogolang.org/x/netv0.55.0间接
Gogolang.org/x/syncv0.20.0间接
Gogolang.org/x/sysv0.45.0间接
Gogolang.org/x/textv0.37.0间接
Gogolang.org/x/xerrorsv0.0.0-20231012003039-104605ab7028间接
Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20251202230838-ff82c1b0f217间接
Gogoogle.golang.org/grpcv1.79.3间接
Gogoogle.golang.org/protobufv1.36.10间接
Gogopkg.in/ini.v1v1.67.0间接
Gogopkg.in/yaml.v3v3.0.1间接
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npm@humanfs/core0.19.2间接
npm@humanfs/node0.16.7间接
npm@humanfs/node0.16.8间接
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npm@img/sharp-libvips-linux-ppc641.2.4间接
npm@img/sharp-libvips-linux-riscv641.2.4间接
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npm@jridgewell/remapping2.3.5间接
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npm@lit/react1.0.8间接
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npm@metamask/json-rpc-engine7.3.3间接
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npm@next/env16.2.7间接
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npm@next/eslint-plugin-next16.2.7间接
npm@next/swc-darwin-arm6416.2.6间接
npm@next/swc-darwin-arm6416.2.7间接
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依赖安全公告 22

该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 1,495 个包，其中也包含从不交付的开发与测试版本固定：22 个存在已知公告，4 个为直接依赖。

软件包版本关系严重程度公告数修复版本
golang.org/x/cryptov0.51.0直接严重270.52.0
google.golang.org/grpcv1.79.3间接严重11.82.1
next16.2.6直接高916.2.11
next16.2.7直接高916.2.11
brace-expansion1.1.14间接高15.0.7
brace-expansion1.1.15间接高15.0.7
brace-expansion5.0.5间接高25.0.7
brace-expansion5.0.6间接高15.0.7
sharp0.34.5间接高10.35.0
uuid8.3.2间接高113.0.1
uuid9.0.1间接高113.0.1
ws7.5.10间接高18.21.0
ws8.18.0间接高28.21.0
ws8.18.3间接高28.21.0
ws8.20.0间接高28.21.0
postcss8.4.31间接中18.5.10
postcss8.4.49间接中18.5.10
@babel/core7.29.0间接低18.0.0-rc.6
software.sslmate.com/src/go-pkcs12v0.7.1直接未知10.7.2
golang.org/x/netv0.55.0间接未知10.56.0
golang.org/x/textv0.37.0间接未知10.39.0
paste1.0.15间接未知1—

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 330586,
      "has_wiki": true,
      "homepage": "https://darkbloom.dev",
      "languages": {
        "Go": 6170857,
        "CSS": 12713,
        "TeX": 174190,
        "HTML": 134209,
        "Rust": 224572,
        "Shell": 151796,
        "Swift": 5431806,
        "Python": 125944,
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          "body": "…alization, turn repair, typed errors (#548)\n\n* fix(tools): exhaustive tool-schema normalization (E1)\n\nProduction (24h): 23,134 Gemma tool requests fail with provider 500\njinja_template — 'Runtime error: upper filter requires string'. The served\nGemma template renders {{ value['type'] | upper }} ove\n[…]\nl_capability body (same kill switch), tool_noncompliance -> its typed\nmessage in the invalid_request_error envelope, everything else raw\npassthrough byte-for-byte.\n\nPR #548 review (Codex P2, round 4).",
          "is_bot": false,
          "headline": "fix(tools): Gemma 4 tool-calling reliability — exhaustive schema norm…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-16T22:41:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dad5b31d49a1ce8660ea824ed388ae2270218617",
          "body": "* feat(provider): SpecDecResolver — fail-open drafter fetch/store for spec_dec catalog metadata (plan D2)\n\nResolves a catalog model's metadata.spec_dec.r2_prefix to a local drafter\ndirectory under ~/.darkbloom/spec-dec/<sha256(prefix)[0..16]>/ (outside the\nHF cache: never scanned, advertised, weight\n[…]\n standalone\n\n* fix(benchmark): pin production evidence to automatic verifier\n\n* test(benchmark): widen success-path deadlines for CI contention\n\n* fix(provider): reject mismatched 206 resume responses",
          "is_bot": false,
          "headline": "feat(provider): ship Gemma 4 MTP on CBv2 (#547)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-16T00:23:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c77d38523174ccc1426d464670500bf5ff2862cd",
          "body": "…ce (#544)\n\n* fix(console): stats page map overflow on narrow viewports + two-column whitespace\n\n- Apply the maps' min-h-[260px] only from sm up: with aspect-[2/1], a base\n  min-height transfers into a 520px min-width and forces horizontal page\n  overflow on phones.\n- In Live Network Flow and Reques\n[…]\n Claude Fable 5 <noreply@anthropic.com>\n\n* Update page.tsx\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>\nCo-authored-by: Gajesh Naik <26431906+Gajesh2007@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(console): stats page map overflow on phones + two-column whitespa…",
          "author_name": "Broderick Cotter",
          "author_login": "M3kko",
          "committed_at": "2026-07-13T22:11:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2e7244c60c16619a2c8dcfa046e114fee241d0d6",
          "body": null,
          "is_bot": false,
          "headline": "chore(libs): pin merged cache routing engine (#543)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-13T07:40:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f04f16f794ab6b70a17e1c66133857f5bfeada1",
          "body": "…routing\n\nfeat: add provider-confirmed cache-aware routing",
          "is_bot": false,
          "headline": "Merge pull request #542 from Layr-Labs/feat/provider-confirmed-cache-…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-13T07:33:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca448c6adac6d5c4d25291bf0377c6cb8dae42b3",
          "body": null,
          "is_bot": false,
          "headline": "feat: add provider-confirmed cache-aware routing",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-13T07:12:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58f6c4265c13b6daf09884620bdcaae4b72c6df0",
          "body": "* revamp network stats dashboard\n\n* address stats dashboard review feedback\n\n* use standalone OpenAI icon",
          "is_bot": false,
          "headline": "chore: revamp network stats dashboard and provider fleet (#539)",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-13T05:32:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79a6637a0ee3cdcb272bc3f61218707a114a43a4",
          "body": "…r fallback (#540)",
          "is_bot": false,
          "headline": "release(provider): v0.7.10 — bump ProviderCore.version and coordinato…",
          "author_name": "Gajesh Naik",
          "author_login": "Gajesh2007",
          "committed_at": "2026-07-13T03:10:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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,
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        },
        {
          "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
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            "key": "dependency_advisories",
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            "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",
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                  },
                  {
                    "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",
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                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
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                  }
                ],
                "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": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 6
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "excellent",
        "name": "AI Readiness",
        "value": 92,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md",
                "docs/AGENTS.md"
              ],
              "agent_instruction_max_bytes": 26845
            },
            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md, docs/AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md, docs/AGENTS.md"
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                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
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                "key": "legible_commit_history",
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                "detail": "97 of 97 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
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                      "sampled": 97
                    }
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                ],
                "max_points": 40
              }
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          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 95,
            "inputs": {
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              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "mise.toml"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "admin-ui/tsconfig.json",
                "console-ui/tsconfig.json"
              ],
              "agent_commit_share": 0.3,
              "toolchain_manifests": [
                "coordinator/internal/e2e/testdata/decrypt/Cargo.toml",
                "coordinator/promptsidecar/Cargo.toml",
                "go.mod"
              ],
              "dependency_bot_commit_share": 0.02
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, mise.toml",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, mise.toml"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml, eslint.config.mjs",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml, eslint.config.mjs"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "admin-ui/tsconfig.json, console-ui/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "admin-ui/tsconfig.json, console-ui/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                      "files": "Dockerfile, lockfile"
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                ],
                "max_points": 10
              },
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                "key": "demonstrated_agent_practice",
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                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
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              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "2 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 5",
                "points": 5,
                "status": "partial",
                "details": [],
                "max_points": 10
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            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
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              "source_files_sampled": 1379,
              "oversized_source_files": 23
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                "name": "Type-checkable code",
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                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
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                "max_points": 45
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                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "23/1379 source files over 60KB",
                "points": 54.1,
                "status": "partial",
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                      "oversized": 23
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                "max_points": 55
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            ]
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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."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "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"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T02:04:17.777077Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/Layr-Labs/d-inference.svg",
  "full_name": "Layr-Labs/d-inference",
  "license_state": "custom",
  "license_spdx": null
}

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评分是信号，而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计，也不是安全保证。

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置： 汇总统计.