Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-19 11:45 UTC

apache / burr

Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastructure.

Python · TypeScriptApache-2.0★ 2,554 stars⑂ 196 forkssince Jan 2024View on GitHub ↗
KindCommand-line toolWeb interfacehow this is determined
#burr#dags#graphs#llmops#llms#mlops#persistent-data-structure#state-machine#state-management#visibility#ai#chatbot-framework#generative-ai#hacktoberfest

apache/burr holds a health index of 96 out of 100, placing it in the Exceptional band. It scores highest on Engineering Quality (96/100) and lowest on Security (72/100). It was last updated 6 days ago. A single contributor accounts for most of its recent work.

96
overall / 100
Exceptional

Software 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.

96
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)
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.

The weighted overall 83 is calibrated to 96 on the published index scale (record calibration 2026-08-02).

Ownership

The Apache Software FoundationOrganization · verified domain
24,293 followers3,172 public repossince Jan 2009

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIapache-burr0.43.010,894324 days agomlopsdatastate-machinellmops

Metrics by category

Vitality

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

90Excellent · 21% of overall

Development activity

90Excellent
How it's scored
36/36Push recency — last push 6 days ago
26.3/36Commit cadence — 38/52 weeks with commits
18/18Commit volume — 174 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year174
human_commit_share0.7
days_since_last_push6
active_weeks_last_year38

Release discipline

91Excellent
How it's scored
27/27Ships releases — 74 releases published
36/36Release recency — latest release 20 days ago
19.8/27Release cadence — a release every ~66.4 days
8/10OpenSSF Scorecard: Signed-Releases — 2 out of the last 2 releases have a total of 2 signed artifacts.
Inputs used
releases_count74
latest_release_tagv0.43.0-incubating
releases_from_tagsno
days_since_latest_release20
mean_days_between_releases66.4

Community & Adoption

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

81Excellent · 17% of overall

Popularity & adoption

81Excellent
How it's scored
55.3/60Stars — 2,554 stars
19.1/25Forks — 196 forks
6.5/15Watchers — 16 watchers
Inputs used
forks196
stars2,554
watchers16
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges4
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

67Good
How it's scored
53.8/80Monthly downloads — 10,894 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesapache-burr
dependents—
ecosystemspypi
total_downloads—
monthly_downloads10,894
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

75Good · 23% of overall

Maintainer resilience (bus factor)

41Weak
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
8.7/22.5Commit distribution — top contributor authored 61% of commits
13.5/13.5Contributor breadth — 51 contributors
10/10OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled51
top_contributor_share0.612

Issue & PR responsiveness

76Good
How it's scored
31.6/42Issue resolution — 75% of issues closed
24.3/30PR acceptance — 535/660 decided PRs merged
5.6/13Newcomer PR acceptance — 3/7 first-time contributors' PRs merged in 30d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs535
open_issues52
closed_issues158
prs_merged_7d0
prs_decided_7d3
prs_merged_30d9
prs_decided_30d25
issue_closed_ratio0.752
closed_unmerged_prs125
first_time_authors_30d6
first_time_prs_merged_30d3
first_time_prs_decided_30d7

Ownership & stewardship

100Exceptional
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
25/25Owner reach — 24,293 followers of apache
25/25Track record — 3,172 public repos, account ~17 yr old
Inputs used
followers24,293
owner_typeOrganization
is_verifiedyes
owner_loginapache
public_repos3,172
account_age_days6,453

Package maintenance

92Excellent
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 24 days ago
12/20Version history — 3 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesapache-burr
ecosystemspypi
any_deprecatedno
min_days_since_publish24

Engineering Quality

Are baseline engineering and documentation practices in place?

96Exceptional · 19% of overall

Engineering practices

94Exceptional
How it's scored
24/24CI workflows — 10 workflow(s)
24/24Tests present
16/16Linter config — .eslintrc.js, setup.cfg ([flake8], [isort])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://burr.apache.org/
10/10Repository description
10/10Topics — 14 topics
10/10Wiki
Inputs used
topicsburr, dags, graphs, llmops, llms, mlops, persistent-data-structure, state-machine, state-management, visibility, ai, chatbot-framework, generative-ai, hacktoberfest
has_wikiyes
homepagehttps://burr.apache.org/
docs_sitehttps://burr.apache.org/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

72Good · 16% of overall

Security posture

65Good
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 8 contributing companies or organizations
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
7.5/7.5Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
6/7.5Signed-Releases — 2 out of the last 2 releases have a total of 2 signed artifacts.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
1.5/7.5Vulnerabilities — 8 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6.5
Excluded from scoring (no data or not applicable): Branch-Protection, Packaging. Remaining weights renormalized.

Dependency advisories

100Exceptional
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
advisories11
affected_packages7
assessed_packages1,360
unassessed_packages35
affected_by_severityhigh 3, moderate 2, low 2
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 1360 resolved dependencies against OSV. 35 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. 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.

75Good · 4% of overall

Agent context & guidance

40Weak
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 69 of 70 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.986
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

90Excellent
How it's scored
18/18One-command bootstrap — docs/Makefile
22/22Automated tests
11/11Lint / format config — .eslintrc.js, setup.cfg ([flake8], [isort])
11/11Static type checking — burr/py.typed, telemetry/ui/tsconfig.json, website/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 5 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 30 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileyes
typed_languageno
bootstrap_filesdocs/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configsburr/py.typed, telemetry/ui/tsconfig.json, website/tsconfig.json
agent_commit_share0.05
toolchain_manifests—
dependency_bot_commit_share0.3

Code legibility for models

81Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (burr/py.typed, telemetry/ui/tsconfig.json, website/tsconfig.json)
54.1/55Manageable file sizes — 6/366 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes149,269
source_files_sampled366
oversized_source_files6

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20MCP server — not applicable to this kind of software
40/40Runnable examples — examples, notebooks
Inputs used
example_dirsexamples, notebooks
has_mcp_signalno
api_schema_files—
interfaces_expected_of—
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

Key facts

2,554GitHub stars
51contributors
174commits, last 12 months
6days since last push
74releases
1bus factor
52open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • First-time contributor figures cover 12 of 14 authors (cap 12)

More detail

Star and fork history 0 ★ / 196 ⇿
0Stars
196Forks
71Releases

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.

04080120160200194112024-032025-062026-09
Major 0Minor 0Patch 0

Each point covers 3 days.

OpenSSF Scorecard 6.5 / 10
6.5aggregate

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 · 2026-09-19 11:44 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 8 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
8Signed-Releases2 out of the last 2 releases have a total of 2 signed artifacts.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
2Vulnerabilities8 existing vulnerabilities detected
Direct dependencies 13
RegistryPackageVersion constraintManifest
npm@base-ui/react^1.3.0website/package.json
npmclass-variance-authority^0.7.1website/package.json
npmclsx^2.1.1website/package.json
npmlucide-react^0.475.0website/package.json
npmmotion^12.37.0website/package.json
npmnext^15.5.24website/package.json
npmnext-themes^0.4.6website/package.json
npmreact^19.0.0website/package.json
npmreact-dom^19.0.0website/package.json
npmshadcn^4.0.8website/package.json
npmshiki^3.2.0website/package.json
npmtailwind-merge^3.5.0website/package.json
npmtw-animate-css^1.4.0website/package.json
All dependencies 1,395

Full resolved dependency set from the GitHub dependency graph: 16 direct and 1,379 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npmnext-themes0.4.6direct
npmreact18.2.0direct
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npmtinyglobby0.2.17indirect
npmtinypool1.1.1indirect
npmtinyrainbow2.0.0indirect
npmtinyspy4.0.4indirect
npmtldts6.1.86indirect
npmtldts7.0.26indirect
npmtldts-core6.1.86indirect
npmtldts-core7.0.26indirect
npmto-regex-range5.0.1indirect
npmtoidentifier1.0.1indirect
npmtough-cookie5.1.2indirect
npmtough-cookie6.0.1indirect
npmtr465.1.1indirect
npmtrim-lines3.0.1indirect
npmtrough2.2.0indirect
npmts-api-utils1.4.3indirect
npmts-api-utils2.5.0indirect
npmts-interface-checker0.1.13indirect
npmts-morph26.0.0indirect
npmtsconfig-paths3.15.0indirect
npmtsconfig-paths4.2.0indirect
npmtslib2.6.2indirect
npmtslib2.8.1indirect
npmtype-check0.4.0indirect
npmtype-fest0.20.2indirect
npmtype-fest5.4.4indirect
npmtype-is2.0.1indirect
npmtyped-array-buffer1.0.1indirect
npmtyped-array-buffer1.0.3indirect
npmtyped-array-byte-length1.0.0indirect
npmtyped-array-byte-length1.0.3indirect
npmtyped-array-byte-offset1.0.0indirect
npmtyped-array-byte-offset1.0.4indirect
npmtyped-array-length1.0.4indirect
npmtyped-array-length1.0.7indirect
npmtypescript5.9.3indirect
npmtypescript6.0.3indirect
npmtypescript-eslint8.65.0indirect
npmuglify-js3.17.4indirect
npmunbox-primitive1.0.2indirect
npmunbox-primitive1.1.0indirect
npmundici-types6.21.0indirect
npmunicorn-magic0.3.0indirect
npmunified11.0.4indirect
npmunist-util-is6.0.0indirect
npmunist-util-is6.0.1indirect
npmunist-util-position5.0.0indirect
npmunist-util-remove-position5.0.0indirect
npmunist-util-stringify-position4.0.0indirect
npmunist-util-visit5.0.0indirect
npmunist-util-visit5.1.0indirect
npmunist-util-visit-parents6.0.1indirect
npmunist-util-visit-parents6.0.2indirect
npmuniversalify2.0.1indirect
npmunload2.2.0indirect
npmunpipe1.0.0indirect
npmunrs-resolver1.12.2indirect
npmuntil-async3.0.2indirect
npmupdate-browserslist-db1.3.2indirect
npmuri-js4.4.1indirect
npmuse-isomorphic-layout-effect1.1.2indirect
npmuse-sync-external-store1.2.0indirect
npmuse-sync-external-store1.6.0indirect
npmutil-deprecate1.0.2indirect
npmvalidate-npm-package-name7.0.2indirect
npmvary1.1.2indirect
npmvfile6.0.1indirect
npmvfile6.0.3indirect
npmvfile-message4.0.2indirect
npmvfile-message4.0.3indirect
npmvite6.4.3indirect
npmvite-node3.2.4indirect
npmvitest3.2.6indirect
npmw3c-xmlserializer5.0.0indirect
npmweb-streams-polyfill3.3.3indirect
npmwebidl-conversions7.0.0indirect
npmwhatwg-encoding3.1.1indirect
npmwhatwg-mimetype4.0.0indirect
npmwhatwg-url14.2.0indirect
npmwhich2.0.2indirect
npmwhich4.0.0indirect
npmwhich-boxed-primitive1.0.2indirect
npmwhich-boxed-primitive1.1.1indirect
npmwhich-builtin-type1.1.3indirect
npmwhich-builtin-type1.2.1indirect
npmwhich-collection1.0.1indirect
npmwhich-collection1.0.2indirect
npmwhich-typed-array1.1.14indirect
npmwhich-typed-array1.1.20indirect
npmwhy-is-node-running2.3.0indirect
npmword-wrap1.2.5indirect
npmwordwrap1.0.0indirect
npmwrap-ansi6.2.0indirect
npmwrap-ansi7.0.0indirect
npmwrap-ansi8.1.0indirect
npmwrap-ansi9.0.2indirect
npmwrappy1.0.2indirect
npmws8.21.0indirect
npmwsl-utils0.3.1indirect
npmxml-name-validator5.0.0indirect
npmxmlchars2.2.0indirect
npmy18n5.0.8indirect
npmyallist3.1.1indirect
npmyaml1.10.3indirect
npmyaml2.9.0indirect
npmyargs17.7.2indirect
npmyargs-parser21.1.1indirect
npmyocto-queue0.1.0indirect
npmyoctocolors2.1.2indirect
npmyoctocolors-cjs2.1.3indirect
npmzod3.25.76indirect
npmzod-to-json-schema3.25.1indirect
npmzod-validation-error4.0.2indirect
npmzustand4.5.1indirect
npmzwitch2.0.4indirect
PyPIaerich—indirect
PyPIaiobotocore—indirect
PyPIbeautifulsoup4—indirect
PyPIburr—indirect
PyPIcowsay—indirect
PyPIdlt—indirect
PyPIexa-py—indirect
PyPIfaiss-cpu—indirect
PyPIfalkordb1.0.4indirect
PyPIfastapi—indirect
PyPIfastapi-utils—indirect
PyPIfeedparser—indirect
PyPIflit-core—indirect
PyPIgoogle-generativeai—indirect
PyPIinstructor—indirect
PyPIlancedb—indirect
PyPIlangchain—indirect
PyPIlangchain-community—indirect
PyPIlangchain-core—indirect
PyPIlangchain-experimental—indirect
PyPIlangchain-openai—indirect
PyPIlangfuse—indirect
PyPIopenai—indirect
PyPIopentelemetry-instrumentation-lancedb—indirect
PyPIopentelemetry-instrumentation-openai—indirect
PyPIpyarrow—indirect
PyPIpydantic—indirect
PyPIpytest—indirect
PyPIpytest-harvest—indirect
PyPIpython-dotenv—indirect
PyPIrequests—indirect
PyPIsf-hamilton—indirect
PyPIsphinx—indirect
PyPItavily-python—indirect
PyPItortoise-orm—indirect
PyPIuvicorn—indirect
Dependency advisories 7

This repository publishes no package the index resolves, so its own dependency graph was assessed — 1,360 packages, which also include development and test pins that never ship: 7 carry known advisories, of which 0 are direct. 35 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
js-yaml4.3.1indirecthigh14.3.2
postcss8.4.31indirecthigh48.5.23
postcss8.5.14indirecthigh28.5.23
@vitest/mocker3.2.6indirectmoderate15.0.0-rc.2
vitest3.2.6indirectmoderate15.0.0-rc.2
@babel/core7.29.0indirectlow18.0.0-rc.6
body-parser2.2.2indirectlow12.3.0

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.

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

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