Public recordGood
Software health reportschema 0.27.0 · metrics 2.3.1 · 2026-07-31 13:57 UTC
awslabs / LogParserForKarpenter
Log parser for Karpenter controller logs
awslabs/LogParserForKarpenter holds a health index of 69 out of 100, placing it in the Good band. It scores highest on Vitality (76/100) and lowest on Engineering Quality (45/100). It was last updated 24 days ago. A single contributor accounts for most of its recent work.
69
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
69
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
The weighted overall 62 is calibrated to 69 on the published index scale (record calibration 2026-08-02).
Ownership
Amazon Web Services - LabsOrganization
11,341 followers1,021 public repossince Jan 2013
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| Go | github.com/awslabs/LogParserForKarpenter | v1.10.0 | - | 4 | 143 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
76
Development activity
60Moderate
How it's scored
| 28.8/36 | Push recency — last push 24 days ago |
| 5.5/36 | Commit cadence — 8/52 weeks with commits |
| 15.2/18 | Commit volume — 48 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 48 |
| human_commit_share | 0.966 |
| days_since_last_push | 24 |
| active_weeks_last_year | 8 |
Release discipline
100Exceptional
How it's scored
| 27/27 | Ships releases — 26 releases published |
| 36/36 | Release recency — latest release 30 days ago |
| 27/27 | Release cadence — a release every ~1 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 26 |
| latest_release_tag | v2.5 |
| releases_from_tags | no |
| days_since_latest_release | 30 |
| mean_days_between_releases | 1 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
54
Popularity & adoption
21At Risk
How it's scored
| 21.4/60 | Stars — 22 stars |
| 0/25 | Forks — 2 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 2 |
| stars | 22 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
92Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| readme_badges | — |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| readme_badge_services | — |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
64
Maintainer resilience (bus factor)
17Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 1.1/22.5 | Commit distribution — top contributor authored 95% of commits |
| 4.1/13.5 | Contributor breadth — 3 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0.953 |
Issue & PR responsiveness
83Excellent
How it's scored
| 42/42 | Issue resolution — 100% of issues closed |
| 30/30 | PR acceptance — 16/16 decided PRs merged |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/12 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 16 |
| open_issues | 0 |
| closed_issues | 7 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 0 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
Ownership & stewardship
80Excellent
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 25/25 | Owner reach — 11,341 followers of awslabs |
| 25/25 | Track record — 1,021 public repos, account ~13 yr old |
Inputs used
| followers | 11,341 |
| owner_type | Organization |
| is_verified | — |
| owner_login | awslabs |
| public_repos | 1,021 |
| account_age_days | 4,942 |
Package maintenance
92Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on go |
| 35/35 | Publish recency — latest publish 143 days ago |
| 12/20 | Version history — 4 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/awslabs/LogParserForKarpenter |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 143 |
Engineering Quality
Are baseline engineering and documentation practices in place?
45
Engineering practices
18Critical
How it's scored
| 0/24 | CI workflows |
| 0/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 12 out of 13 merged PRs checked by a CI test -- score normalized to 9 |
Inputs used
| has_ci | no |
| has_tests | no |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
85Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 2 topics |
| 10/10 | Wiki |
Inputs used
| topics | k8s, karpenter |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
70
Security posture
63Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.2/2.5 | CI-Tests — 12 out of 13 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/12 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 0/10 | Dangerous-Workflow — no data |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — no data |
| 5/5 | SAST — SAST tool is run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — no data |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 13 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 5 |
| scorecard_aggregate | 6.3 |
Excluded from scoring (no data or not applicable): dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. Remaining weights renormalized.
Dependency advisories
100Exceptional
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 0/25 | Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 2 |
| affected_packages | 2 |
| assessed_packages | 63 |
| unassessed_packages | 0 |
| affected_by_severity | unknown 2 |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 63 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? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
49
Agent context & guidance
19Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 18.6/40 | Legible commit history — 30 of 86 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.349 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
52Moderate
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 0/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 89 |
| 8/8 | Automated maintenance — 3 of the last 89 commits are automated dependency updates |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — no data |
Inputs used
| has_nix | no |
| has_tests | no |
| lockfiles | go.sum |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0.034 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
Code legibility for models
100Exceptional
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 55/55 | Manageable file sizes — 0/8 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 42,286 |
| source_files_sampled | 8 |
| oversized_source_files | 0 |
Key facts
22GitHub stars
3contributors
48commits, last 12 months
24days since last push
26releases
1bus factor
0open issues
Gopackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 2 ⇿
0Stars
2Forks
14Releases
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.
Major 0Minor 2Patch 8
OpenSSF Scorecard 6.3 / 10
6.3aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 9 | CI-Tests | 12 out of 13 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/12 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| n/a | Dangerous-Workflow | no workflows found |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| n/a | Pinned-Dependencies | no dependencies found |
| 10 | SAST | SAST tool is run on all commits |
| 10 | Security-Policy | security policy file detected |
| n/a | Signed-Releases | no releases found |
| n/a | Token-Permissions | No tokens found |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
Direct dependencies 8
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/andrew-d/go-termutil | v0.0.0-20150726205930-009166a695a2 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2 | v1.41.5 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2/config | v1.32.6 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2/service/s3 | v1.97.3 | go.mod |
| Go | github.com/nav-inc/datetime | v0.1.3 | go.mod |
| Go | k8s.io/api | v0.32.3 | go.mod |
| Go | k8s.io/apimachinery | v0.32.3 | go.mod |
| Go | k8s.io/client-go | v0.32.3 | go.mod |
All dependencies 63
Full resolved dependency set from the GitHub dependency graph: 8 direct and 55 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| Go | github.com/andrew-d/go-termutil | v0.0.0-20150726205930-009166a695a2 | direct |
| Go | github.com/aws/aws-sdk-go-v2 | v1.41.5 | direct |
| Go | github.com/aws/aws-sdk-go-v2/config | v1.32.6 | direct |
| Go | github.com/aws/aws-sdk-go-v2/service/s3 | v1.97.3 | direct |
| Go | github.com/nav-inc/datetime | v0.1.3 | direct |
| Go | k8s.io/api | v0.32.3 | direct |
| Go | k8s.io/apimachinery | v0.32.3 | direct |
| Go | k8s.io/client-go | v0.32.3 | direct |
| Go | github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream | v1.7.8 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/credentials | v1.19.6 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/feature/ec2/imds | v1.18.16 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/internal/configsources | v1.4.21 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 | v2.7.21 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/internal/ini | v1.8.4 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/internal/v4a | v1.4.22 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding | v1.13.7 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/internal/checksum | v1.9.13 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/internal/presigned-url | v1.13.21 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/internal/s3shared | v1.19.21 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/signin | v1.0.4 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/sso | v1.30.8 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/ssooidc | v1.35.12 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/sts | v1.41.5 | indirect |
| Go | github.com/aws/smithy-go | v1.24.2 | indirect |
| Go | github.com/davecgh/go-spew | v1.1.2-0.20180830191138-d8f796af33cc | indirect |
| Go | github.com/emicklei/go-restful/v3 | v3.12.2 | indirect |
| Go | github.com/fxamacker/cbor/v2 | v2.8.0 | indirect |
| Go | github.com/go-logr/logr | v1.4.2 | indirect |
| Go | github.com/go-openapi/jsonpointer | v0.21.1 | indirect |
| Go | github.com/go-openapi/jsonreference | v0.21.0 | indirect |
| Go | github.com/go-openapi/swag | v0.23.1 | indirect |
| Go | github.com/gogo/protobuf | v1.3.2 | indirect |
| Go | github.com/golang/protobuf | v1.5.4 | indirect |
| Go | github.com/google/gnostic-models | v0.6.9 | indirect |
| Go | github.com/google/go-cmp | v0.7.0 | indirect |
| Go | github.com/google/gofuzz | v1.2.0 | indirect |
| Go | github.com/google/uuid | v1.6.0 | indirect |
| Go | github.com/josharian/intern | v1.0.0 | indirect |
| Go | github.com/json-iterator/go | v1.1.12 | indirect |
| Go | github.com/mailru/easyjson | v0.9.0 | indirect |
| Go | github.com/modern-go/concurrent | v0.0.0-20180306012644-bacd9c7ef1dd | indirect |
| Go | github.com/modern-go/reflect2 | v1.0.2 | indirect |
| Go | github.com/munnerz/goautoneg | v0.0.0-20191010083416-a7dc8b61c822 | indirect |
| Go | github.com/pkg/errors | v0.9.1 | indirect |
| Go | github.com/spf13/pflag | v1.0.6 | indirect |
| Go | github.com/x448/float16 | v0.8.4 | indirect |
| Go | golang.org/x/net | v0.55.0 | indirect |
| Go | golang.org/x/oauth2 | v0.29.0 | indirect |
| Go | golang.org/x/sys | v0.45.0 | indirect |
| Go | golang.org/x/term | v0.43.0 | indirect |
| Go | golang.org/x/text | v0.37.0 | indirect |
| Go | golang.org/x/time | v0.11.0 | indirect |
| Go | google.golang.org/protobuf | v1.36.6 | indirect |
| Go | gopkg.in/evanphx/json-patch.v4 | v4.12.0 | indirect |
| Go | gopkg.in/inf.v0 | v0.9.1 | indirect |
| Go | gopkg.in/yaml.v3 | v3.0.1 | indirect |
| Go | k8s.io/klog/v2 | v2.130.1 | indirect |
| Go | k8s.io/kube-openapi | v0.0.0-20250318190949-c8a335a9a2ff | indirect |
| Go | k8s.io/utils | v0.0.0-20250321185631-1f6e0b77f77e | indirect |
| Go | sigs.k8s.io/json | v0.0.0-20241014173422-cfa47c3a1cc8 | indirect |
| Go | sigs.k8s.io/randfill | v1.0.0 | indirect |
| Go | sigs.k8s.io/structured-merge-diff/v4 | v4.7.0 | indirect |
| Go | sigs.k8s.io/yaml | v1.4.0 | indirect |
Dependency advisories 2
This repository publishes no package the index resolves, so its own dependency graph was assessed — 63 packages, which also include development and test pins that never ship: 2 carry known advisories, of which 0 are direct.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| golang.org/x/net | v0.55.0 | indirect | unknown | 1 | 0.56.0 |
| golang.org/x/text | v0.37.0 | indirect | unknown | 1 | 0.39.0 |
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
{
"data": {
"repo": {
"topics": [
"k8s",
"karpenter"
],
"is_fork": false,
"size_kb": 2159,
"has_wiki": true,
"homepage": null,
"languages": {
"Go": 104698,
"Makefile": 2410
},
"pushed_at": "2026-07-06T14:17:01Z",
"created_at": "2025-04-16T08:22:42Z",
"owner_type": "Organization",
"updated_at": "2026-07-06T14:18:29Z",
"description": "Log parser for Karpenter controller logs",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": "http://amazon.com/aws/",
"name": "Amazon Web Services - Labs",
"type": "Organization",
"login": "awslabs",
"company": null,
"location": "Seattle, WA",
"followers": 11341,
"avatar_url": "https://avatars.githubusercontent.com/u/3299148?v=4",
"created_at": "2013-01-17T19:11:21Z",
"is_verified": null,
"public_repos": 1021,
"account_age_days": 4942
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v2.5",
"kind": "other",
"published_at": "2026-07-01T13:25:05Z"
},
{
"tag": "v2.4.4",
"kind": "patch",
"published_at": "2026-07-01T07:53:55Z"
},
{
"tag": "v2.4.3",
"kind": "patch",
"published_at": "2026-06-26T13:18:32Z"
},
{
"tag": "v2.4.2",
"kind": "patch",
"published_at": "2026-06-26T08:28:36Z"
},
{
"tag": "v2.4.1",
"kind": "patch",
"published_at": "2026-06-26T07:22:19Z"
},
{
"tag": "v2.4.0",
"kind": "minor",
"published_at": "2026-06-25T14:26:58Z"
},
{
"tag": "v2.3.1",
"kind": "patch",
"published_at": "2026-06-25T05:22:08Z"
},
{
"tag": "v2.3",
"kind": "other",
"published_at": "2026-06-24T15:10:24Z"
},
{
"tag": "v2.2",
"kind": "other",
"published_at": "2026-06-22T11:35:19Z"
},
{
"tag": "v2.1.2",
"kind": "patch",
"published_at": "2026-06-22T07:32:33Z"
},
{
"tag": "v2.1.1",
"kind": "patch",
"published_at": "2026-03-13T06:26:50Z"
},
{
"tag": "v2.1",
"kind": "other",
"published_at": "2026-03-11T14:32:57Z"
},
{
"tag": "v2.0.1",
"kind": "patch",
"published_at": "2026-03-10T11:02:22Z"
},
{
"tag": "v1.10.0",
"kind": "minor",
"published_at": "2026-03-10T08:25:54Z"
},
{
"tag": "v1.9.2",
"kind": "patch",
"published_at": "2025-04-30T13:13:31Z"
},
{
"tag": "v1.9.1",
"kind": "patch",
"published_at": "2025-04-29T15:21:06Z"
},
{
"tag": "v1.9",
"kind": "other",
"published_at": "2025-04-29T11:05:54Z"
},
{
"tag": "v1.8",
"kind": "other",
"published_at": "2025-04-29T10:17:05Z"
},
{
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"body": "feat: add time filtering, top-interrupted timeline, and savings stats",
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"headline": "Merge pull request #16 from awslabs/enhancements",
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"body": "Nodes that replace sources not present in the CSV (created before the\nlog window) were incorrectly excluded from chain starts. Now only\nnodes reachable via another node's Replacedby link are removed from\nstarts.\n\nAlso add README note clarifying that lp4kchain only displays nodes\nparticipating in replacement relationships.",
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"headline": "Merge pull request #15 from awslabs/lp4kchain-savings",
"author_name": "Jens-Uwe Walther",
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"body": "… parsing\n\n- Add Savings column to CSV output, placed on the replacement nodeclaim\n (total hourly cost reduction from the consolidation event)\n- Show concrete disruption reason on lp4kchain edge labels (e.g.,\n \"underutilized\", \"spot_interrupted\") instead of generic \"replaced by\"\n- Fix parser bug: \n[…]\n disrupted nodeclaims, not just the last one\n- Show converging edges in lp4kchain for N-to-1 consolidations that\n overlap with existing chains\n- Update README with node box and edge label description",
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"headline": "feat: add savings column, disruption reason edges, and fix multi-node…",
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"body": "feat: add lp4kstats tool for statistics report generation",
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"headline": "Merge pull request #14 from awslabs/lp4kstats",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
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"body": null,
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"headline": "docs: clarify lp4kstats output format differences in README",
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"body": "…CSV output\n\nGenerates multi-dimensional Markdown or HTML reports with Mermaid pie charts\nand Chart.js timeline graphs. Covers region, AZ, and nodepool drill-downs\nincluding spot interruptions, underutilized/empty disruptions, capacity pool\ndiversity, and instance type breakdowns. Restructures README analysis section\ninto Automated Analysis (lp4kstats, lp4kchain) and Manual Analysis.",
"is_bot": false,
"headline": "feat: add lp4kstats tool for generating statistics reports from lp4k …",
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"committed_at": "2026-06-25T09:49:06Z",
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"body": "Enhance lp4kchain with filtering flags, legend, and statistics",
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"headline": "Merge pull request #12 from awslabs/lp4kchain-enhancements",
"author_name": "Jens-Uwe Walther",
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"oid": "2c6502a232be3eed804288ae282410c48fba695c",
"body": "…p4kchain\n\nAdd --min-length, --max-chains, and --all flags to control which chains\nare displayed. Include a color legend and statistics table in the diagram.\nFix duplicate edges when multiple chains share common segments.\nFix N-to-1 consolidation section to only show genuine multi-source merges.",
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"headline": "feat: add filtering flags, legend, stats, and edge deduplication to l…",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-24T18:04:56Z",
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"body": "Track nodeclaim replacement chains and add lp4kchain visualization tool",
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"headline": "Merge pull request #11 from awslabs/nodeclaim-replacement",
"author_name": "Jens-Uwe Walther",
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"body": "New tool generates Mermaid diagrams showing cascading consolidation\nchurn from lp4k CSV output. Reads from stdin or file, outputs .mmd\nsource or renders PNG/SVG via mmdc.\n\nRestructure tools/ into per-tool subdirectories (lp4kcm, lp4kchain).\nUpdate Makefile with separate targets for each tool.",
"is_bot": false,
"headline": "feat: add lp4kchain tool for visualizing nodeclaim replacement chains",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
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"body": "Add Replacedby and Replaces columns to link disrupted nodeclaims to\ntheir replacements via the reconcileID field in Karpenter logs.\nSupports 1-to-1 replacements and N-to-1 consolidations (Karpenter >= 1.x).\n\nRename sample CSV from klp to lp4k naming convention.\n\nCloses #10",
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"headline": "feat: track nodeclaim replacement relationships in CSV output",
"author_name": "Jens-Uwe Walther",
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"body": "feat: auto-detect Grafana/Loki JSON array input format",
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"headline": "Merge pull request #9 from awslabs/fluentbit",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-22T11:34:07Z",
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"oid": "d25dbaf8519cb50eba4c9591adb122e318d9f19a",
"body": "Support Karpenter log files exported from Grafana/Loki as JSON arrays.\nThe format is auto-detected by peeking at the first byte of input -\nno additional flags needed. Each JSON array element requires a \"line\"\nfield (raw Karpenter log) and a \"date\" field (for chronological sorting).\n\nAlso fixes annotatedPattern regex to handle the node.health controller\nvariant introduced in Karpenter v1.2.0, where NodeClaim is not followed\nby \"namespace\" in the log line.",
"is_bot": false,
"headline": "feat: add auto-detection of Grafana/Loki JSON array input format",
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"body": "Added version v1.13.0 to the list of supported versions in the README.",
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"headline": "Update README with new version v1.13.0",
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"headline": "Merge pull request #7 from awslabs/makefile",
"author_name": "Jens-Uwe Walther",
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"headline": "Added GO variable to Makefile",
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"body": "…ws/aws-sdk-go-v2/aws/protocol/eventstream-1.7.8\n\nBump github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream from 1.7.4 to 1.7.8",
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"headline": "Merge pull request #5 from awslabs/dependabot/go_modules/github.com/a…",
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"headline": "Bump github.com/aws/aws-sdk-go-v2/service/s3 from 1.95.0 to 1.97.3",
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"headline": "Bump github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream",
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"body": "S3 upload improvement",
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"headline": "Merge pull request #4 from awslabs/s3-one-key",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-03-13T06:21:00Z",
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"headline": "Added LP4K_TIME_FORMAT time format validation",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
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"headline": "Added LP4K_TIME_FORMAT which applies to ConfigMap and S3 key",
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"headline": "Initial release of LP4K_S3_OVERWRITE mode",
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"headline": "Minor improvements in S3 client handling",
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{
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{
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{
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{
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{
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{
"key": "fuzzing",
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"status": "missed",
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{
"key": "license",
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"detail": "license file detected",
"points": 2.5,
"status": "met",
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{
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"points": 7.5,
"status": "met",
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{
"key": "packaging",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
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],
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{
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{
"code": "no_data",
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],
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},
{
"key": "sast",
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{
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"points": 5,
"status": "met",
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},
{
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"code": "no_data",
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],
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{
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{
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}
],
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{
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"status": "partial",
"details": [],
"max_points": 7.5
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]
},
{
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{
"code": "advisories_scope_repository",
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},
{
"code": "advisories_repo_graph_caveat",
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{
"code": "advisories_reachability",
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}
],
"value": 100,
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"components": [
{
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"name": "Direct dependencies free of known advisories",
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}
],
"max_points": 35
},
{
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],
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},
{
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"status": "excluded",
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}
],
"max_points": 40
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]
},
{
"key": "malicious_dependencies",
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"notes": [],
"value": 100,
"inputs": {
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"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
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"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 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": "weak",
"name": "AI Readiness",
"value": 49,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 19,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.349,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"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": "30 of 86 human commits state their intent (structured subject or explanatory body)",
"points": 18.6,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 30,
"sampled": 86
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_pinned_dependencies"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 52,
"inputs": {
"has_nix": false,
"has_tests": false,
"lockfiles": [
"go.sum"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [
"go.mod"
],
"dependency_bot_commit_share": 0.034
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"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": "no agent-authored commits among the last 89",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 89
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "3 of the last 89 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 3,
"sampled": 89
}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "no dependencies found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "exceptional",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 42286,
"source_files_sampled": 8,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/8 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 8,
"oversized": 0
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"labels": [
"library"
],
"scores": {
"library": 6
},
"primary": "library",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:go",
"weight": 6
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": true
},
"metrics_version": "2.3.1"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-31T13:57:36.194493Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/awslabs/LogParserForKarpenter.svg",
"full_name": "awslabs/LogParserForKarpenter",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.3.1, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go.