Public record
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 19:18 UTC

SametKUM / klustr

A native Kubernetes desktop client — nothing in your cluster. Helm, Argo CD, Flux CD, Gateway API & cert-manager built in. MIT-licensed.

TypeScript · GoMIT★ 110 stars⑂ 6 forkssince May 2026View on GitHub ↗
#argocd#cloud-native#cncf#desktop-app#devops#gateway-api#golang#helm#k8s#k9s#kubernetes#kubernetes-dashboard#lens-alternative#wails

SametKUM/klustr holds a health index of 63 out of 100, placing it in the Moderate band. It scores highest on AI Readiness (91/100) and lowest on Sustainability & Governance (47/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.

63
overall / 100
Moderate

Software health index

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

63
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

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

Ownership

Samet KumPersonal account
23 followers20 public repossince Jun 2019BiTaksi

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Metrics by category

Vitality

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

73Good · 22% of overall

Development activity

61Moderate
How it's scored
36/36Push recency — last push 1 days ago
6.9/36Commit cadence — 10/52 weeks with commits
18/18Commit volume — 942 commits in the last year
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year942
human_commit_share0.91
days_since_last_push1
active_weeks_last_year10

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 2 days ago
27/27Release cadence — a release every ~1.7 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv0.73.1
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases1.7

Community & Adoption

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

53Moderate · 18% of overall

Popularity & adoption

39At risk
How it's scored
33/60Stars — 110 stars
5.8/25Forks — 6 forks
0/15Watchers — 2 watchers
Inputs used
forks6
stars110
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

70Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

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

47At risk · 24% of overall

Maintainer resilience (bus factor)

13Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1

Issue & PR responsiveness

83Good
How it's scored
46.8/46.8Issue resolution — 100% of issues closed
36/38.3PR acceptance — 47/50 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/23 approved changesets -- score normalized to 0
Inputs used
merged_prs47
open_issues0
closed_issues5
issue_closed_ratio1
closed_unmerged_prs3

Ownership & stewardship

52Moderate
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
9.9/25Owner reach — 23 followers of SametKUM
21.6/25Track record — 20 public repos, account ~7 yr old
Inputs used
followers23
owner_typeUser
is_verified—
owner_loginSametKUM
public_repos20
account_age_days2,602
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 20% of overall

Engineering practices

84Good
How it's scored
24/24CI workflows — 4 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml, eslint.config.js
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://klustr.dev
10/10Repository description
10/10Topics — 14 topics
0/10Wiki
Inputs used
topicsargocd, cloud-native, cncf, desktop-app, devops, gateway-api, golang, helm, k8s, k9s, kubernetes, kubernetes-dashboard, lens-alternative, wails
has_wikino
homepagehttps://klustr.dev
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

58Moderate · 16% of overall

Security posture

48At risk
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/23 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
0/5Packaging — no data
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file 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
3.8/7.5Vulnerabilities — 5 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.8
Excluded from scoring (no data or not applicable): packaging. Remaining weights renormalized.

Dependency advisories

100Excellent
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories5
affected_packages5
assessed_packages554
unassessed_packages0
affected_by_severityhigh 1, low 1, unknown 3
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 554 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

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

91Excellent · 0% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 91 of 91 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes41,008

Verify loop (build / test / typecheck)

92Excellent
How it's scored
18/18One-command bootstrap — .mise.toml
22/22Automated tests
11/11Lint / format config — .golangci.yml, eslint.config.js
11/11Static type checking — frontend/tsconfig.json, site/tsconfig.json
10/10Reproducible environment — lockfile
10/10Demonstrated agent practice — 32 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 9 of the last 100 commits are automated dependency updates
2/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileno
typed_languageyes
bootstrap_files.mise.toml
has_devcontainerno
has_linter_configyes
typecheck_configsfrontend/tsconfig.json, site/tsconfig.json
agent_commit_share0.32
toolchain_manifestsgo.mod
dependency_bot_commit_share0.09

Code legibility for models

100Excellent
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
54.9/55Manageable file sizes — 1/474 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes236,919
source_files_sampled474
oversized_source_files1

Key facts

110GitHub stars
1contributors
942commits, last 12 months
1days since last push
100releases
1bus factor
0open issues
Go, npmpackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 6 ⇿
0Stars
6Forks
44Releases

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

23456622026-052026-062026-07
Major 0Minor 29Patch 15
OpenSSF Scorecard 4.8 / 10
4.8aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-22 19:18 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests7 out of 7 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/23 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
n/aPackagingpackaging workflow not detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
5Vulnerabilities5 existing vulnerabilities detected
Direct dependencies 39
RegistryPackageVersion constraintManifest
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npm@monaco-editor/react^4.7.0frontend/package.json
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All dependencies 554

Full resolved dependency set from the GitHub dependency graph: 40 direct and 514 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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Dependency advisories 5

This repository publishes no package the index resolves, so its own dependency graph was assessed — 554 packages, which also include development and test pins that never ship: 5 carry known advisories, of which 0 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
brace-expansion5.0.6indirecthigh15.0.7
dompurify3.4.11indirectlow13.4.12
golang.org/x/cryptov0.53.0indirectunknown1—
golang.org/x/netv0.55.0indirectunknown10.56.0
golang.org/x/textv0.38.0indirectunknown10.39.0

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

Raw JSON report machine-readable
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          "body": "Align CLAUDE.md Code Intelligence guidance with AGENTS.md: direct agents to\nuse codegraph_explore before reading or searching indexed code and treat\nreturned source as already read. Rely on MCP auto-sync and define precise\nfallbacks for stale, disabled, or missing indexes.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "body": "Direct agents to use codegraph_explore before reading or searching indexed code and treat returned source as already read.\n\nRely on MCP auto-sync and define precise fallbacks for stale, disabled, or missing indexes.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
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          "body": "Direct agents to keep the local index current and use graph exploration, call relationships, impact analysis, and affected-test discovery for cross-file work.\n\nKeep exact-text searches and direct reads as the fallback while excluding the generated index from commits.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
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          "body": "Expose reload and loading state from the shared detail hook while discarding stale responses across overlapping requests and lifecycle changes.\n\nOffer an explicit retry from failed pod overviews and cover recovery from an initial load failure with a regression test.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
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          "body": "Break aggregated bulk selections down by context directly in the action banner so cross-cluster targets are visible before destructive actions open.\n\nKeep context badges ordered and horizontally scrollable while preserving the existing single-context layout.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
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          "body": "Limit the pod command palette to the 100 highest-scoring fuzzy matches while preserving search across every active-context pod.\n\nKeep truncation guidance visible outside the scroll area and expose filtering control through the shared command dialog.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
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          "author_login": "SametKUM",
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          "body": "List discovered custom resources in API-group and kind order with searchable kind, group, resource, singular, and short-name metadata.\n\nRoute palette selections through the existing generic CRD view so command navigation matches the sidebar.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
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          "headline": "feat(navigation): add CRDs to command palette",
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          "body": "Track loading, error, and success states per context so failed subject access requests show actionable feedback and retry controls.\n\nDiscard stale responses while preserving the last successful matrix during background refreshes and transient refresh failures.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
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          "author_name": "Samet Kum",
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          "oid": "bb10bd3368efea44b3fda3b99a5d6d0e0803dea4",
          "body": "Convert non-Error thrown values into safe Error instances before rendering recovery fallbacks.\n\nGuarantee visible fallback text for empty errors and cover null throws and empty messages with regression tests.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
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          "headline": "fix(ui): normalize render failures",
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          "body": "Add application-level and resource-detail error boundaries with retry, dismissal, reload, and error-copy recovery actions.\n\nKeep isolated detail failures from blanking the desktop window and cover boundary recovery with a frontend test.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
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          "headline": "fix(ui): recover from render failures",
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          "body": "Lazy-mount pod log and exec terminals on first use, then keep them mounted while users switch detail tabs.\n\nRefit terminals when they become visible again while retaining the existing cleanup when the pod detail closes.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
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          "oid": "bcda7c135291e0a5d6691d948dbbb2a755d22277",
          "body": "Show each target context alongside its resource or node name in bulk delete, restart, cordon, and drain previews.\n\nMake mixed-context selections explicit before users confirm destructive operations.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(safety): identify contexts in bulk actions",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
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          "body_truncated": false,
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          "oid": "3845f6ab2e2b7554f38af8da15755a1127d3f4a5",
          "body": "Display a shared target-context badge in delete, restart, scale, node operation, and workload rollback confirmations.\n\nReuse the same badge in resource detail headers so cluster identity stays consistent across the decision flow.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(safety): show context in destructive dialogs",
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          "author_login": "SametKUM",
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        {
          "oid": "a274ba55fd8449589d114f2d3e89f326c078c7e0",
          "body": "Display the target context beside resource metadata in every detail header, including cluster-scoped resources.\n\nKeep the cluster identity visible next to mutating actions in single- and multi-context sessions.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(safety): show context in resource details",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
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          "body_truncated": false,
          "is_coding_agent": false
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          "oid": "ec272260de53f3765809d6ccf1313feac9aa62f5",
          "body": "Use the shared rounded ring treatment for hover cards instead of a hard border and tighter radius.\n\nMatch other floating surfaces without changing hover card content or behavior.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "style(ui): align hover card surfaces",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
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          "body_truncated": false,
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          "oid": "13a9c50663aa01c1dbfeae76068194499416f914",
          "body": "Label DeviceClass spec config counts as Config entries in both list and detail views.\n\nKeep the underlying count unchanged while making its unit explicit.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(devices): clarify DeviceClass config counts",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
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          "body_truncated": false,
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        {
          "oid": "502e19cad1672991cfee1f410210980aaae41df7",
          "body": "Keep the Forward action visible for pods that do not declare container ports.\n\nRemove the optimistic probe so users can enter a listening port manually without header layout shifts.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(port-forward): keep manual forwarding available",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-17T17:43:10Z",
          "body_truncated": false,
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        {
          "oid": "072f211e122521e5a259932a07a88e65710e0909",
          "body": "Use the same word order for the allowed disruptions value in the PDB list and detail views.\n\nKeep the detail label in the established sentence-case style.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(pdb): align allowed disruptions label",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
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          "body_truncated": false,
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        {
          "oid": "a7364f57ba5fab68f189a5522ef6db08842dfd0a",
          "body": "Render endpoint readiness with the shared condition pill in Endpoints and EndpointSlice details.\n\nMake not-ready endpoints explicitly destructive instead of showing a faint placeholder dot.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(networking): highlight endpoint readiness",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
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          "body_truncated": false,
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          "body": "Use sentence case for multi-word detail fields across resource views.\n\nPreserve Kubernetes acronyms and rendered values while leaving table header styling unchanged.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "style(ui): standardize detail label casing",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
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          "body_truncated": false,
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          "oid": "8b1cb91f415171d687f73e36ca04ac70debfe338",
          "body": "Label the Gateway list column as Addresses to reflect that a resource can expose multiple status addresses.\n\nMatch the existing Gateway detail field without changing the rendered values.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(gateway): pluralize addresses column",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
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          "body_truncated": false,
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          "oid": "3e227a68355ff3f500acc16567aebf8a32273f15",
          "body": "Spell out PathPrefix matches in HTTPRoute details instead of representing them with an ambiguous caret.\n\nPreserve the existing Exact and RegularExpression operators.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(gateway): clarify HTTP route prefix matches",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-17T17:11:16Z",
          "body_truncated": false,
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        {
          "oid": "b01e5e01770f78a748ad340d3160cbeaff7a1cd6",
          "body": "Use the Selector field label and namespace-wide placeholder in the detail view to match the list presentation.\n\nKeep selector chips unchanged for workload-scoped policies.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(istio): align peer authentication scope labels",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
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          "body_truncated": false,
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        {
          "oid": "7e8e1f762f325a4759b38d0bdd8b043d3e4bb91f",
          "body": "Constrain nested CRD navigation rows to the sidebar width and truncate long kind names with an ellipsis.\n\nPreserve the existing tooltip so the complete kind, group, and version remain discoverable.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(crds): truncate long sidebar kinds",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-17T12:53:50Z",
          "body_truncated": false,
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        {
          "oid": "67753279cfd20c12cd82171d9b984cc5392af2e3",
          "body": "Direct users with a missing Receiver webhook path to inspect the Conditions section for the reported cause.\n\nAvoid implying that Kubernetes condition fields are themselves an actionable configuration surface.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(flux): clarify receiver readiness guidance",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-17T12:48:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3a26759fb479ed84960a1cccf1ef0569a8f8342c",
          "body": "Constrain repository links to their table cell so long labels truncate with an ellipsis instead of being hard-clipped.\n\nKeep the external-link icon visible and preserve the full repository URL in the existing tooltip.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(argocd): truncate repository links",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-14T15:31:19Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "e124aabcc46e1594be3594a2c98d0f875a8aa25c",
          "body": "Replace raw boolean text in the CronJob list with an amber Suspended badge and a muted placeholder for active schedules.\n\nUse clear Yes and No labels in the CronJob detail view while preserving the underlying suspend state.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(cronjobs): highlight suspended schedules",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-14T15:20:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4d52482792d0ebc640afa5d49c7d2aa8dd24b41",
          "body": "Use the destructive theme token for False condition pills so they match other failure states across the interface.\n\nPreserve the existing positive and unknown condition colors while allowing custom themes to control the negative hue.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(ui): theme negative condition pills",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-14T15:00:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62ed176a2df72e110875bfdb03cf1624b3cad579",
          "body": "Label the row context-menu action as View YAML to match the view-first behavior of the destination tab.\n\nKeep the wording accurate in read-only mode while preserving access to the in-tab Edit action when mutations are enabled.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(ui): clarify YAML context action",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-14T14:51:02Z",
          "body_truncated": false,
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        },
        {
          "oid": "590e4ba71673c8981eb23b45d7830120609f32ac",
          "body": "Render boolean values in the scoped storage list and detail views as consistent Yes and No labels.\n\nReplace the ambiguous StorageClass false glyph with explicit text so the value cannot be mistaken for an empty cell.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(ui): standardize storage boolean labels",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-14T14:43:09Z",
          "body_truncated": false,
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        },
        {
          "oid": "63fc360efdc1dac0806fcaba5e83b0cc2a62ca96",
          "body": "Render ServiceCIDR Ready values with the shared condition pill so list and detail views use the same visual language.\n\nShow the existing muted placeholder when the Ready condition is absent instead of leaving an empty table cell.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(ui): style ServiceCIDR readiness status",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-14T14:31:29Z",
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          "oid": "e5186a8173109b64970915dba19ed499f5bedee2",
          "body": "Describe missing Flux Kustomization and HelmRelease capabilities in terms of the active contexts instead of a single cluster.\n\nPreserve the specific CRD guidance and direct users to enable the relevant controller before reconnecting.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(flux): clarify unavailable resource messages",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
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          "body_truncated": false,
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        },
        {
          "oid": "e0172bc7cb4ddbfa45888f91ebe87ea2ef714c98",
          "body": "Render ready, approved, and denied summaries through a cert-manager-aware status pill instead of exposing raw condition booleans.\n\nUse human labels and condition-specific polarity so denied requests appear destructive while detailed condition tables retain their Kubernetes values.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(cert-manager): clarify condition summaries",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
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          "body_truncated": false,
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        },
        {
          "oid": "261d662950b3100b98574af0d96ff84cd1ecae13",
          "body": "Render Helm release and revision states through one shared status pill across the list, overview, history, and rollback picker.\n\nHighlight deployed, failed, and transitional states while keeping superseded, uninstalled, and unknown revisions visually neutral.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(helm): distinguish release statuses",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-14T14:04:49Z",
          "body_truncated": false,
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        {
          "oid": "9ae1cf6199359da97eb1eb275d41aba42b31dc20",
          "body": "Replace native checkbox inputs across Helm install, upgrade, rollback, and uninstall dialogs with the shared design-system component.\n\nKeep option state unchanged while aligning platform rendering, theme colors, and keyboard focus treatment with the rest of Klustr.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(helm): use shared checkbox controls",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-14T13:58:25Z",
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        },
        {
          "oid": "a4f66d0d429e08d0f353403555f4a329f01db381",
          "body": "Render ReplicaSet conditions as status pills while preserving the inverted semantics of the ReplicaFailure condition.\n\nShow ReplicaFailure=True as destructive, False as healthy, and unknown values as warnings instead of applying the generic condition polarity.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(ui): clarify ReplicaSet condition status",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-13T11:00:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee2c99b684bccc5a8a52099f3c513b26e1f654b1",
          "body": "Use the theme-aware destructive token for credential helper error details instead of a fixed light red shade.\n\nKeep the small popover error text legible across light, dark, and custom themes without changing credential behavior.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(ui): improve credential error contrast",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-13T10:49:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b58a0e816ec475b89d7d6fabcdd5be36eb1f544",
          "body": "Preserve the platform-specific shortcut label on context cards instead of stripping both Command and Ctrl prefixes.\n\nKeep the Command glyph on macOS while rendering the full Ctrl shortcut on Windows and Linux.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(ui): show platform-correct context shortcuts",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-13T10:44:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7cfa70acb02402bc3ef6cc14b8c0324fa8d1ad8d",
          "body": "Make clickable resource rows focusable and open them with Enter or Space while preserving independent checkbox interactions.\n\nRender sortable column triggers as real buttons with visible focus states and expose the active direction through aria-sort.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(ui): make resource tables keyboard accessible",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-13T10:38:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "beec9bb0c44dc4bb5ef02a088bd285a832d4a8a5",
          "body": "Pass each resource view's existing singular and plural labels into the bulk action dialogs instead of deriving display text from Kubernetes kinds.\n\nKeep confirmation titles and outcome toasts correct for irregular plurals, abbreviations, and multi-word resource names.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(ui): use resource nouns in bulk actions",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-13T10:31:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff14f43e7c6bdbc8d03953c969d761313b0b324d",
          "body": "Replace unreliable past-tense suffix stripping with an explicit imperative mapping for every supported bulk action.\n\nKeep full-failure toasts grammatically correct for delete, restart, cordon, uncordon, and drain operations.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(ui): correct bulk delete failure message",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-13T10:26:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b6645aa14d1d9376c0371230bcfd02ea31b6f09",
          "body": "Select Argo CD, Flux, Istio, and cert-manager overview bodies through one kind-aware renderer instead of duplicating TabsContent blocks.\n\nPreserve API-group guards and issuer-specific props while leaving events and cert-manager chain tabs unchanged.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "refactor(frontend): centralize custom resource overview",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-13T08:28:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aad2804f8988ea45a9ca1174597e83895301441d",
          "body": "Generate model aliases and identity binding adapters from Wails output so new backend methods no longer require manual facade wiring.\n\nKeep only behavior-changing normalization and frontend-only types in api.ts, enforce drift checks through npm scripts, and document the generated workflow.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "refactor(frontend): generate Wails API facade",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-13T08:18:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f1fadca47bec2ebd30a995cd613fba8c3472807",
          "body": "Correct README shortcut references so command palette, pod search, and namespace search match the in-app bindings.\n\nKeep quick-start guidance aligned with the keyboard shortcuts dialog.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "docs: correct keyboard shortcut references [skip ci]",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-13T07:44:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57cc724df028e313d1917e65089e5cd39777835a",
          "body": "Pin GitHub Pages build and deploy jobs, plus the release publication job, to Ubuntu 24.04.\n\nKeep CI infrastructure reproducible when GitHub advances the ubuntu-latest alias.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "ci: pin workflow runner versions",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-13T07:41:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1fb465f67c117e2069e9c420f66897f52206f17f",
          "body": "Move editable-target detection into a shared DOM helper and reuse it across application navigation, resource table filtering, and the keyboard shortcut dialog.\n\nKeep shortcut guards consistent for inputs, textareas, selects, and content-editable elements.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "refactor(frontend): centralize editable target detection",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-13T07:41:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ea32cae703efc0f14afb89a0ba6da57e5688412",
          "body": "Install golangci-lint 2.12.2 through mise using its v2 Go module path.\n\nMatch the local lint toolchain to the version enforced by GitHub Actions.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "chore: pin golangci-lint version",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-13T07:41:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4db2428de8a669c003860ad91029c1a2daf3f347",
          "body": "Synchronize CLAUDE.md and AGENTS.md with the current sidebar groups, per-context CRD capability model, KEDA integration behavior, and release platform matrix.\n\nDocument that Windows artifacts remain disabled while macOS and Linux release builds are active.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "docs: align project architecture guidance [skip ci]",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-13T07:41:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fc0e71e79616a430f5ae5639dbdea88cfd18d10b",
          "body": "Disable Node's experimental file-backed Web Storage global in Vitest workers so the jsdom environment remains responsible for localStorage.\n\nRestore deterministic store tests under the Node 24 version used by local development and CI.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(test): use jsdom web storage on node 24",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-12T20:36:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7326b10cffcc7daef3a0669481c0128577fd3da8",
          "body": "Limit custom-resource table loading and synchronization checks to contexts that actually support the requested resource. Prevent unsupported contexts from keeping partially supported tables in a loading state until the grace timeout expires.\n\nMake Helm release listings context-aware by fetching and \n[…]\nwhile removing obsolete single-context release state.\n\nAdd regression coverage for supported-context filtering in multi-context resource tables.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(frontend): complete multi-context resource loading",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-12T20:36:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "10c55bd2b412ab942361a73e5bdd64f9b7f4e5a1",
          "body": "Track discovered CRDs per context and derive sidebar and command-palette capabilities from the active context set. Fan out custom-resource watches and lists only to supported contexts while preserving context-specific served versions and partial-failure results.\n\nUnify Argo CD, Flux, Istio, cert-man\n[…]\napability filtering, watch fan-out, partial failures, context-specific GVR selection, stale-context cleanup, mutation targeting, and pagination.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "feat(frontend): support custom resources across contexts",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-12T20:36:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4df38d7991085a5b46a5d5cfb69abbfe0481c544",
          "body": "Extract sync and rollback payload construction into pure helpers so production mutation requests can be verified independently from Kubernetes API calls.\n\nAdd table-driven coverage for default hook syncs, apply/force behavior, Replace and Server-Side Apply options, selective resource syncs, cluster-scoped resources, revision selection, and rollback prune behavior.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "refactor(argocd): isolate operation patch builders",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-12T20:36:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "03fb5275d7d72b1ebf146e79e769b567f95fb21a",
          "body": "Replace Secret informer payloads with same-length zero buffers so key metadata remains available without retaining plaintext values in the cache. Fetch revealed values directly from Kubernetes and route Helm reads through the live Helm client now that cached release payloads are sanitized.\n\nAdd regression coverage for cache sanitization and live Secret reads.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(secrets): fetch revealed values from the api",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-12T20:36:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e79f2a41b6fcb6a1eda1c582386d31a4f665a195",
          "body": "Build the sidebar and command palette from one shared visible-group model so both honor RBAC access, hidden items, and integration gating. Add focused regression tests for inaccessible and hidden views, including aggregated-context access.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(frontend): align command palette visibility filters",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-12T20:36:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ff6cf1f02eac829ae785a1e65b0ac77d81844b0",
          "body": "Add repository-level Codex guidance derived from the existing project conventions.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "chore(codex): add project guidance [skip ci]",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-12T20:36:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "107fd76a99348ae6eb07d95c3cc03ac6b6dc93c5",
          "body": "Place otherwise-unclassified node_modules code in a vendor chunk after the existing package-specific splits. This reduces the main bundle below the configured 1 MiB warning threshold without changing runtime behavior.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "perf(frontend): split remaining vendor dependencies",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-10T19:59:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c91ec10c234e782515fc2ef686180ff06c84796c",
          "body": "Mark the exact effect sites where state intentionally mirrors an async request, subscription, dialog session, or selected remote identity. Memoize the context list dependency and remove the remaining event-kind any cast so ESLint finishes without warnings.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "refactor(frontend): clarify effect-owned state lifecycles",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-10T19:59:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a425881114f51507c08651003f81fc2f88a58ded",
          "body": "Move provider detection, workload capability checks, and Argo application recognition out of component modules. Keep component files component-only for reliable Fast Refresh boundaries, while making private style variants non-exported.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "refactor(frontend): isolate reusable UI helpers",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-10T17:23:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9fc5604aaa0fe112955d5305459d443b7e577c4d",
          "body": "Snapshot bulk selections when dialogs open so close animations no longer read or write refs during render. Derive log predicates from filter inputs, tighten TanStack column types, and invalidate workload requests without stale cleanup refs.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "refactor(frontend): stabilize resource view state",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-10T17:23:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "624e38a8bdeca5e85a1aeb00401ac8cb291bfde4",
          "body": "CRD-backed views each carried the same ready/error state and watch startup effect. Introduce a shared keyed hook so context changes cannot surface stale readiness, and reuse it across Argo CD, cert-manager, Flux, Istio, Karpenter, and generic custom resources.\n\nCo-authored-by: Codex (GPT-5.6-sol) <codex@openai.com>",
          "is_bot": false,
          "headline": "refactor(frontend): centralize custom resource watch readiness",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-10T17:23:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26485344abd25d35d3291649e6c550aa41914ea3",
          "body": "The go.mod wails library was bumped to v2.13.0 (#47) but .mise.toml still\npinned the CLI to v2.12.0. Running `wails dev` with the older CLI\nreconciled the go module back down to v2.12.0, silently reverting the\nbump on every dev run. Match the CLI pin to the library version.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(build): pin wails CLI to v2.13.0 to match the go.mod dependency",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-09T11:17:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "cb50bd43d3aa562db4f8feb9207f03f5f5761301",
          "body": "HelmReleases and the history paths ran decodeHelmReleaseSecret for every\nrelease on every refresh, which gunzips and json.Unmarshals the entire\nrelease.Release blob — including the rendered manifest (tens to hundreds\nof KB) and the chart's templates/files/values — just to read\nname/namespace/version\n[…]\noding/json skips those\nallocations entirely. The release detail path still full-decodes, since\nit renders the manifest and values.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf(helm): decode only metadata for release list/history rows",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-09T11:12:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b7d37593b36f1f926e2fb3e20c0695c822441e60",
          "body": "The PTY read loop called onData once per 4KB read, wired to a\nsynchronous EventsEmit — the same bridge-saturation exposure exec.go\nhad. A program dumping large output in the local/node shell (cat, yes,\ntailing a log) fired one main-thread dispatch per 4KB and janked the UI.\n\nRoute the read loop through the shared byteCoalescer added for exec and\nflush the tail when the loop ends.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf(terminal): coalesce PTY output before the Wails bridge",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-08T16:15:52Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "26ac814447a50e35996a78a4493a63626e7285b4",
          "body": "execWriter.Write called onData once per SPDY stdout/stderr frame, each\nwired to a synchronous EventsEmit (json.Marshal + JSEscape + main-thread\nExecJS dispatch). A chatty command in the Exec tab (tail -f, cat a large\nfile, a verbose build) produced back-to-back frames, thousands of\ndispatches that v\n[…]\nerceptible for interactive echo. Route exec's SPDY\nsink through it and flush the tail on stream end; drop the now-dead\nexecWriter.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf(exec): coalesce SPDY output before the Wails bridge",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-08T16:14:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c983bca177454d69c9da76e18ece76cf0679ade6",
          "body": "…ilding\n\ndynamicClient() called restConfig() (re-reading + parsing the kubeconfig\nfrom disk) and dynamic.NewForConfig() (a fresh REST client with its own\nHTTP transport, TLS config and connection pool) on every GetResourceYAML\n/ Apply / DryRun / Delete / RestartWorkload. A bulk delete fans out with\n\n[…]\npt current across credential\nrefreshes by the watcher lifecycle. A mutation without an active watch\nstill builds a one-off client.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf(mutate): reuse the active watch's dynamic client instead of rebu…",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-08T16:00:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7094c4f65e2eace1b547932e68a61b289e7e7439",
          "body": "record() runs on the informer goroutine for every watch event. On a\nDeltaRemove it called project(), which for high-count kinds builds the\nentire Info struct (status derivation, resource totals, container briefs,\nRFC3339 formatting, image joins), then discarded everything but the\n\"namespace/name\" ke\n[…]\nth — every projector's\nkey is already namespace/name — and only project on DeltaUpsert where the\nInfo struct is actually retained.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf(informers): derive delete key cheaply instead of full projection",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-08T15:57:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a3585b04e5b2880324a6df5d619bfa6d68ce2717",
          "body": "A credential-mapped EKS context re-captures its token ~10 min into a\n15-min lifetime, and onCredentialsRefreshed then ran a full Watch():\nbuilding a fresh contextWatcher and re-running discoverAccess (~50 SSAR\nprobes, up to ~8s) on every rotation. Token rotation keeps the same IAM\nidentity, so the R\n[…]\nthe frontend re-LISTs\nopen views on _access; eliminating that needs client-go informer-cache\nreuse and is left as a larger change.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf(creds): skip access rediscovery on credential-refresh rewatch",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-08T15:55:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "de4927bfede06b0b6c8790372518c3e23125a049",
          "body": "… shift\n\nMultiPodLogsTab dropped the oldest line with Array.shift() once each\nbuffer hit its cap (100k retained lines, 10k pause buffer). shift() is\nO(n) — it reindexes the whole array — so at the cap every incoming line\npaid a full shift, i.e. O(n^2) over a high-volume stream, janking the\nmain thre\n[…]\n so\nper-line cost is amortized O(1). The cap becomes a soft retention limit\n(oscillates 90-100%), which is fine for a tail buffer.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf(logs): evict retained log buffers in batches instead of per-line…",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-08T15:44:43Z",
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        {
          "oid": "c389af884e6ab00a3741156ebacc905cf78312c2",
          "body": "ListClusterWarningEvents paged the full warning set (up to 5000 events,\n~10 sequential LISTs) with no caching, while the Overview drives it from\nboth a 15s interval and a 300ms-debounced change handler. On a busy\ncluster the debounce keeps re-issuing the heavy scan.\n\nRide the warning-event result on\n[…]\nlls share one scan, mirroring\nclusterPodMetrics. Invalidation comes free with the metrics cache on\nStopWatch / credential refresh.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf(events): cache cluster warning-event scan behind a short TTL",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-08T11:48:04Z",
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          "oid": "ad481eeb40ee7aee52b7efc67316e05e51b61587",
          "body": "Bumps the go-minor-patch group with 1 update: [github.com/wailsapp/wails/v2](https://github.com/wailsapp/wails).\n\n\nUpdates `github.com/wailsapp/wails/v2` from 2.12.0 to 2.13.0\n- [Release notes](https://github.com/wailsapp/wails/releases)\n- [Commits](https://github.com/wailsapp/wails/compare/v2.12.0.\n[…]\nsion-update:semver-minor\n  dependency-group: go-minor-patch\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 github.com/wailsapp/wails/v2 (#47)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-07T06:54:09Z",
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        {
          "oid": "fc091ac96d897c2be156284be4714e242d7c7fe0",
          "body": "…es (#48)\n\nBumps the npm-minor-patch group in /frontend with 7 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [@tanstack/react-virtual](https://github.com/TanStack/virtual/tree/HEAD/packages/react-virtual) | `3.14.4` | `3.14.5` |\n| [lucide-react](https://github.com/lucide-icons/lucide/tree/\n[…]\nion-update:semver-patch\n  dependency-group: npm-minor-patch\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-minor-patch group in /frontend with 7 updat…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-07T06:54:06Z",
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        {
          "oid": "f8124384e70ae4cdb93880789a1b2ab8f6c3212b",
          "body": "jobDuration computed now-StartTime at projection time, so a running job\n(re-projected only on object change) showed a Duration frozen at the last\ninformer event. Emit StartTime (RFC3339) on JobInfo and compute elapsed live\nin the frontend for running jobs; keep the stable backend duration for\ncompleted jobs. Unit test covers the running (empty) case.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ui): tick running Job duration instead of freezing at the last event",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T16:03:27Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c5a23df277da0c3689cdd73eb14c50f79c9b0c43",
          "body": "Every external-terminal launch used exec.Command(...).Start() with no\nWait(), so each launched helper (macOS open, gnome-terminal/konsole/etc.)\nbecame a defunct zombie held until app quit — a per-launch process-table\nleak. Route all launches through a startDetached helper that fires a reaper\ngoroutine.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(kube): reap external terminal launcher processes",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T16:00:27Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "309d6be383940450e8ed0477348ee4ab9e83623c",
          "body": "cmd.Wait() returns *exec.ExitError for any non-zero exit code, and the\nclose classification only accepted nil/EOF/canceled as clean — so ending a\nshell with 'exit 1' (or Ctrl-D after a failed command) surfaced a session\nerror in the UI. A shell that ran and exited is a normal close; only a real\nspawn/IO failure should be reported.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(kube): treat a non-zero shell exit as a clean terminal close",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T15:59:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "72ab0c5f481a4f80c4fe024cfa0dc862eb888c80",
          "body": "formatExpiration used Math.round, so a 12h cert showed as '1d' and 36h as\n'2d', overstating remaining validity. Use Math.floor and add a minutes\nbucket so a sub-day cert reads honestly (12h → '12h').\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ui): truncate CSR expiration buckets instead of rounding",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T15:58:11Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c6f2c78b8fb7ac08b1b222df1d6e8cfb48fe20ca",
          "body": "acquireTime rendered as a raw microsecond RFC3339 string next to a\nhumanized renewTime. Format it with formatAge + ' ago' like renewTime.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ui): humanize Lease acquireTime to match renewTime",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T15:58:11Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "22cfc60a4b9f2396bf791af25decc2851e672f19",
          "body": "NodeClaim cpu/memory and NodePool cpuUsage/memoryUsage/nodeCount are\nquantity/numeric strings with no sortingFn, so the default alphanumeric\nsort compared leading digits and ignored units ('512Mi' sorted after\n'2Gi'). Add numeric sortingFns via parseQuantity (and Number for nodeCount).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ui): sort Karpenter CPU/Memory/Nodes columns numerically",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T15:57:13Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "fad91a8b2b2ee8dd0f67e5dd111fb2446d77a9df",
          "body": "The window-level ArrowUp/ArrowDown handler only guarded against editable\ntargets, so arrow keys pressed over an open Radix dialog still bubbled up\nand moved the sidebar selection behind it — the user landed on a different\nview on close. Bail when a [role=dialog][data-state=open] element exists.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ui): suppress sidebar arrow-key nav while a modal is open",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T15:55:50Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "08353bc62daaf0eded3390c8856fcd088643e783",
          "body": "matchLabels returned only MatchLabels, so a selector defined purely with\nmatchExpressions rendered as an empty Selector section — the detail claimed\nthe workload selects nothing. Fold each expression in as a readable chip\n(value empty so Chips renders the whole 'key op (values)' form). Covers\nDeployment/StatefulSet/ReplicaSet/DaemonSet/PVC.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(kube): show matchExpressions in workload/PVC detail selectors",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T15:55:19Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ac2756072af66b4d4245a795ae7f94b80936fc13",
          "body": "BUG-054: the filter effect ran per keystroke, re-scanning up to 50k retained\nlines each time — debounce the applied filter (150ms) so the rescan runs\nonce per typing pause.\n\nBUG-055: rerender wrote to the terminal and zeroed the buffered-line counter\neven while paused, so editing the filter while Pa\n[…]\nle paused; repaint the\nfull buffer through the current predicate on resume (which also applies a\nfilter change made during pause).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ui): debounce the log filter and stop it unfreezing a paused view",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T15:53:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b3f07ea320fdaad8ac126bf586ca24d9df35c074",
          "body": "The always-mounted dialog re-hydrated name/namespace/chart/values on open\nbut not createNS/wait/atomic/resetValues, so toggles set for one release\ncarried into the next — an upgrade could silently inherit atomic\n(auto-rollback) or reset-values from a prior release. Reset all four in\nthe same open effect.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ui): reset Helm install/upgrade toggles when the dialog reopens",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T15:51:30Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1810d3d85cf00281df7a91d94c96d8420bd3197c",
          "body": "… overview\n\nDeployments/StatefulSets scaled to 0 (ready '0/0') and DaemonSets whose\nnodeSelector matches no nodes (desired 0) landed in the red 'unhealthy'\nsegment of the workloads overview, while ReplicaSets/ReplicationControllers\nalready excluded their scaled-down cases. Exclude the zero-desired cases\nfrom the total for all three so a deliberately-idle workload reads neutral.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ui): don't count intentionally-idle workloads as unhealthy in the…",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T15:50:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b36e81a105668f1286d2acefebf30767226ad221",
          "body": "Both sorted on a single key (Value / MatchingPrecedence) with unstable\nsort.Slice over map-iteration-order input, so rows with equal keys swapped\npositions on every refetch — guaranteed on stock clusters (the default\nkube-controller-manager and kube-scheduler FlowSchemas both sit at\nprecedence 800). Break ties by Name so equal-key rows hold their order.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(kube): add Name tiebreaker to PriorityClass and FlowSchema sorts",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T15:39:53Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "459641db947c81b030472f1d35227dfa80210098",
          "body": "For a terminated container, StartedAt was formatted only when FinishedAt\nwas non-zero. A container that terminated without ever starting (runtime\nStartError / ContainerCannotRun records FinishedAt but a zero StartedAt)\nthen rendered a zero start time (0001-01-01T00:00:00Z) in the detail\npanel. Guard on StartedAt instead.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(kube): guard container StartedAt on the field being formatted",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T15:38:28Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0fcf32c141ab1d682896a716a51bfc1619cb9b04",
          "body": "… deletes\n\nderivePodStatus returned Terminating for any pod with a DeletionTimestamp,\nso a Failed/Succeeded pod stuck deleting behind a finalizer (drained nodes,\njob-tracking/vendor finalizers) showed Terminating instead of its real\nreason (OOMKilled/Error/Completed) — hiding the failure exactly whe\n[…]\ntigated. Only override with Terminating while the phase is\nnon-terminal, matching kubectl; keep the NodeLost→Unknown special case.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(kube): don't mask a terminal pod's reason as Terminating while it…",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T15:37:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ec3fdd8bfad27bf202f9e95947b4291a59549d46",
          "body": "CR detail bodies (cert-manager, Flux, argo AppProject/ApplicationSet,\nistio) pass a bare kind to useResourceDetail, but the CR watcher only\nemits under the gvr key 'cr:<group>/<resource>', so the bare-kind\nsubscription never fired and the dialog froze at initial load. The viewed\nobject's gvr is on t\n[…]\n exactly those CR kinds (absent for\nbuilt-ins), so subscribe under the cr key when present — one hook change\ncovers every CR body.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ui): live-refresh CR-backed detail panels via the gvr change key",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T15:19:02Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "584ca36099f4da5367d53cfaba0e768908ac777e",
          "body": "The Resources tab decided row clickability from a hand-maintained\nBUILTIN_KINDS allow-list that omitted the RBAC set (ServiceAccount, Role,\nRoleBinding, ClusterRole, ClusterRoleBinding) and other kinds Klustr has\ndetail views for, so drilling App → Resources → (that RBAC object) did\nnothing on the m\n[…]\nape. Derive the allow-list from the\nsame static RESOURCE_GROUPS that drive ResourceDetailPanel dispatch so it\ncan no longer drift.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ui): make Argo managed-resource rows for RBAC kinds clickable",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T15:13:03Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f5b323ae3615ee2debbe0c09ec53e031a89f6ed3",
          "body": "… per-line shift\n\nOnce the 50k raw-line buffer (or the 5k pause buffer) filled, every\nincoming line ran an O(n) Array.shift() inside the EventsOn callback on the\nmain thread — O(batch x cap) synchronous work that froze rendering and input\non a chatty pod. Trim once per batch with a single splice (O(cap)) after\npushing the batch.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf(ui): trim the log buffers with one splice per batch instead of a…",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T15:04:22Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a73de0d45a7b53748bc741179bd8361adb175b9e",
          "body": "… shrinks\n\nThe suggestion prompt feeds CredentialMappingDialog a live \"stuck\" list\nthat its 20s reprobe can shrink from 2→1 while the dialog is open. Since\ncontextName was seeded only on the open transition, a 2→1 collapse left it\nnull with the multi-context picker hidden (>1 only) and Save disabled\n[…]\n close/reopen. Re-seed contextName whenever the\ncurrent pick is gone or the list collapses to one, leaving a valid pick\nuntouched.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ui): keep the credential-mapping context selectable when the list…",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T14:55:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cdd5c6f86c5e6d34fa901033f66fb475d5803caf",
          "body": "The hero (auto-connect) card hardcoded a ⌘1 label while the keyboard\nhandler mapped ⌘N to the Nth card in section order, so ⌘1 connected the\nfirst section card — the hero only by coincidence — and two cards could\nclaim ⌘1 for different contexts. Derive a single digit→context ordering\n(hero first, then section order) and feed the same map to the handler,\nthe hero card, and every context card so labels always match the action.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ui): make the connect shortcut label match the context it connects",
          "author_name": "Samet Kum",
          "author_login": "SametKUM",
          "committed_at": "2026-07-06T14:52:19Z",
          "body_truncated": false,
          "is_coding_agent": true
        }
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      "has_linter_config": true,
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            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 52,
            "inputs": {
              "followers": 23,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "SametKUM",
              "public_repos": 20,
              "account_age_days": 2602
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "23 followers of SametKUM",
                "points": 9.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 23,
                      "login": "SametKUM"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "20 public repos, account ~7 yr old",
                "points": 21.6,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 20
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 7
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yml, eslint.config.js",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml, eslint.config.js"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "7 out of 7 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "argocd",
                "cloud-native",
                "cncf",
                "desktop-app",
                "devops",
                "gateway-api",
                "golang",
                "helm",
                "k8s",
                "k9s",
                "kubernetes",
                "kubernetes-dashboard",
                "lens-alternative",
                "wails"
              ],
              "has_wiki": false,
              "homepage": "https://klustr.dev",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://klustr.dev",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "14 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 58,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 48,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "7 out of 7 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/23 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "5 existing vulnerabilities detected",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 554 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",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 554
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 5,
              "affected_packages": 5,
              "assessed_packages": 554,
              "unassessed_packages": 0,
              "affected_by_severity": "high 1, low 1, unknown 3",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "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": 554,
              "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": 2
            },
            "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": 91,
        "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"
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              "agent_instruction_max_bytes": 41008
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "91 of 91 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 91,
                      "sampled": 91
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
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                "site/tsconfig.json"
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              "agent_commit_share": 0.32,
              "toolchain_manifests": [
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              "dependency_bot_commit_share": 0.09
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": ".mise.toml",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".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.js",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml, eslint.config.js"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "frontend/tsconfig.json, site/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "frontend/tsconfig.json, site/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "32 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 32,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "9 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 9,
                      "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 2",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 236919,
              "source_files_sampled": 474,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/474 source files over 60KB",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 474,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T19:18:42.189185Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/SametKUM/klustr.svg",
  "full_name": "SametKUM/klustr",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Related records

Inspected repositories sharing catalogue tags or ecosystems with SametKUM/klustr. Read them side by side →

89kubeedge/kubeedgeKubernetes Native Edge Computing Framework (project under CNCF)Excellent88kumahq/kuma🐻 The multi-zone service mesh for containers, Kubernetes and VMs. Built with Envoy. CNCF Sandbox Project.Excellent91rook/rookStorage Orchestration for KubernetesExcellent89cilium/ciliumeBPF-based Networking, Security, and ObservabilityExcellent89nginx/nginx-gateway-fabricNGINX Gateway Fabric provides an implementation for the Gateway API using NGINX as the data plane.Excellent87kubeflow/kfservingStandardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on KubernetesExcellent

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.26.0 — full methodology · metrics wiki.

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