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median)","line_end":1121,"line_start":1}],"observed":{"largest":1698,"library":{"n":382,"share":30,"value":28.8,"cutoff":138.63,"material":false,"percentile":85},"threshold":1000,"files_over":3,"median_lines":59},"dimension":"01","rationale":"The median source file here is 59 lines. 3 files exceed 1,000 lines, the largest being 1,698. Size is not a defect on its own — some problems genuinely live in one place — but these are where merge conflicts, review fatigue and single-owner knowledge concentrate, and they are the first thing that slows an inheriting engineer down.","context_why":"A note that does not affect this rating: measured against its own codebase's median, it is below the 85th percentile of 382 surveyed projects' largest files, where this check begins to count."}],"signals_run":11,"conclusive_signals":10,"what_a_person_adds":[{"id":"01.38","kind":"H+","where":"The team","measured":"No architecture or design document is in the tree, across 5,051 product files.","question":"Where does the design live, and who holds it?"},{"id":"01.39","kind":"H","where":"Your architects, with the product roadmap","question":"Is the architecture right for the next three years of the product?"},{"id":"01.40","kind":"H","where":"The team's reasoning at the time","question":"Were the home-grown components reasonable choices when they were made, and are they now?"}]},{"id":"02","band":"strong","name":"Engineering Process & SDLC Maturity","coverage":"high","findings":[{"id":"02.16","band":"adequate","layer":"deterministic","title":"Tests are retried until they pass","signal":"flaky_test_markers","weight":"corroborating","context":true,"evidence":[{"ref":"authentik/root/test_runner.py","kind":"path","path":"authentik/root/test_runner.py","detail":"test retry","line_end":62,"line_start":62}],"observed":{"test_retries":0,"suite_retries":1},"dimension":"02","rationale":"The suite is configured to retry failing tests (authentik/root/test_runner.py). A retry turns a flaky test green without saying why it failed, so a green build means the tests passed eventually. Ask how many retries a typical run needs, and which tests need them.","context_why":"A note that does not affect this rating: notes like it are common in well-run projects."}],"signals_run":16,"conclusive_signals":15,"what_a_person_adds":[{"id":"02.32","kind":"H","where":"The code host's pull request data","question":"Is review real or a rubber stamp? Comment depth and time to approve need the pull request history."},{"id":"02.38","kind":"H","where":"The issue tracker: backlog, sprint history, estimate accuracy","question":"Is delivery planned and measured, or heroic?"},{"id":"02.37","kind":"H","where":"Tickets, chat and postmortems","question":"How are incidents run, reviewed and learned from?"}]},{"id":"03","band":"strong","name":"Organization & Key-Person Risk","coverage":"partial","findings":[],"signals_run":10,"conclusive_signals":10,"what_a_person_adds":[{"id":"03.29","kind":"H+","where":"The deal terms","measured":"One contributor authored more than half of the commits in this history.","question":"Is that person part of the transaction, and for how long after it?"},{"id":"03.28","kind":"H","where":"The team; review history only suggests candidates","question":"Who mentors whom, and would that survive a departure?"},{"id":"03.30","kind":"H","where":"Recruiting data and the org chart","question":"Can the team grow, and who stands behind the top three contributors?"},{"id":"03.31","kind":"H","where":"HR data","question":"Is the seniority mix sound, and will pay survive your salary bands?"},{"id":"03.14","kind":"H","where":"Interviews and on-call history","question":"Is the pace sustainable? Commit times cannot say: git keeps no reliable local time."},{"id":"03.32","kind":"H","where":"Interviews","question":"Does the team want to stay after close?"},{"id":"03.33","kind":"H","where":"Time with the team","question":"How are decisions made and disagreements resolved?"}]},{"id":"04","band":"adequate","name":"Product & Engineering Maturity","coverage":"minimal","findings":[{"id":"04.3","band":"adequate","layer":"deterministic","title":"106 direct dependencies in a single manifest","signal":"dependency_sprawl","weight":"corroborating","evidence":[{"ref":"direct-dependencies","kind":"path","path":"web/package.json","detail":"106 declared"},{"ref":"direct-dependencies","kind":"path","path":"pyproject.toml","detail":"79 declared"},{"ref":"direct-dependencies","kind":"path","path":"go.mod","detail":"26 declared"},{"ref":"direct-dependencies","kind":"path","path":"website/api/package.json","detail":"26 declared"}],"observed":{"set_aside":{"website/docs/package.json":"not product code (docs)"},"by_manifest":{"go.mod":26,"package.json":12,"pyproject.toml":79,"web/package.json":106,"website/package.json":15,"website/api/package.json":26,"packages/geo/package.json":2,"packages/theme/package.json":6,"web/packages/sfe/package.json":16,"web/packages/core/package.json":5,"website/integrations/package.json":16,"packages/ak-guardian/pyproject.toml":2,"packages/oxlint-config/package.json":2,"website/docusaurus-theme/package.json":17,"packages/docusaurus-config/package.json":3,"packages/django-postgres-cache/pyproject.toml":2,"packages/django-channels-postgres/pyproject.toml":6,"packages/django-dramatiq-postgres/pyproject.toml":7,"packages/esbuild-plugin-live-reload/package.json":1}},"dimension":"04","rationale":"web/package.json declares 106 direct dependencies. Each one is a maintenance obligation, a supply-chain surface and a potential licence question that transfers with the asset. The count says nothing about whether any given dependency was a good choice; it says how many such choices a buyer inherits."},{"id":"04.19","band":"adequate","layer":"deterministic","title":"20% of bug fixes add or change a test","signal":"fixes_with_tests","weight":"corroborating","evidence":[{"ref":"fix commits touching tests","kind":"metric","detail":"197 of 998"}],"observed":{"fixes":998,"share":0.197,"with_tests":197},"dimension":"04","rationale":"Of 998 fixes in the last 24 months, 197 touched a test. A fix without the test that would have caught the bug can quietly come back, and the suite never learns from what went wrong."},{"id":"04.62","band":"adequate","layer":"deterministic","title":"Releases are cut from another branch than the one surveyed","signal":"release_branch","weight":"corroborating","context":true,"evidence":[{"ref":"4ec0d19b9","kind":"commit","detail":"tag version/2026.8.5"}],"observed":{"elsewhere":162,"on_branch":134,"tags_in_window":296,"direction_known":true,"later_on_branch":0},"dimension":"04","rationale":"The newest release, version/2026.8.5, is not on the branch this survey read; the newest release on it is version/2024.6.0. The shipped product may differ from what this report describes. Survey the release branch too.","context_why":"A note that does not affect this rating: notes like it are common in well-run projects."}],"signals_run":19,"conclusive_signals":17,"what_a_person_adds":[{"id":"04.11","kind":"H+","where":"The team","measured":"2,670 commits landed in the last year, against 1,890 the year before (+41%).","question":"What drove it: new people, a deadline, or code produced faster than before?"},{"id":"04.34","kind":"H+","where":"The ML team and its run history","measured":"No experiment tracking is configured in the repository.","question":"How was the shipped model trained and evaluated, and could it be reproduced?"},{"id":"04.35","kind":"H+","where":"The ML team","measured":"No model card is in the tree.","question":"What is the model's intended use, what was it trained on, and where does it fail?"},{"id":"04.32","kind":"H","where":"The data room and the team's record of estimates","question":"Can this team deliver the stated roadmap on the stated timeline?"},{"id":"04.31","kind":"H","where":"Budget and roadmap decisions","question":"Does leadership know about the debt, and is time budgeted to repay it?"},{"id":"04.33","kind":"H","where":"Revenue, customer and churn data","question":"Is the engineering shape consistent with the commercial story?"}]},{"id":"05","band":"adequate","name":"Security & Reliability Posture","coverage":"partial","findings":[{"id":"05.1","band":"adequate","layer":"deterministic","title":"3 credential-shaped strings in the tree sit in tests, examples, documentation or local development settings","signal":"committed_secrets","weight":"corroborating","evidence":[{"kind":"metric","ref":"Slack token","detail":"2 cited: Slack token, where fakes are usual"},{"kind":"metric","ref":"private key block","detail":"private key block, where fakes are usual"}],"observed":{"sample_matches":3,"inert_tokens_set_aside":0},"dimension":"05","rationale":"Strings shaped like credentials appear only where fakes are usual: test fixtures, examples, documentation, placeholders and local stacks. They are almost always fakes. Ask someone to confirm that none of them works anywhere, because a real key in a development file is still a real key.","locations_withheld":3},{"id":"05.6","band":"adequate","layer":"deterministic","title":"1 Dockerfile runs the application as root","signal":"container_runs_as_root","weight":"corroborating","evidence":[{"ref":"no-USER-instruction","kind":"path","path":"website/Dockerfile","detail":"runs as root"}],"observed":{"rootful":1,"dockerfiles":2},"dimension":"05","rationale":"No USER instruction switches away from root, so the process runs with full privileges inside the container. It is a one-line fix and an ordinary expectation, which is why its absence is worth asking about: it usually says more about whether anyone has reviewed the deployment than about this container specifically."},{"id":"05.27","band":"adequate","layer":"deterministic","title":"The build runs third-party code it does not pin","signal":"supply_chain_pinning","weight":"corroborating","context":true,"evidence":[{"ref":".github/workflows/release-publish.yml","kind":"path","path":".github/workflows/release-publish.yml","detail":"action pinned by tag","line_end":82,"line_start":82},{"ref":".github/workflows/release-publish.yml","kind":"path","path":".github/workflows/release-publish.yml","detail":"action pinned by tag","line_end":196,"line_start":196},{"ref":"lifecycle/container/Dockerfile","kind":"path","path":"lifecycle/container/Dockerfile","detail":"download piped into a shell","line_end":77,"line_start":77}],"observed":{"action_refs":173,"pipe_to_shell":1,"unpinned_third_party":2},"dimension":"05","rationale":"2 third-party CI actions are referenced by a tag or branch rather than a commit, so they run whatever that tag points to on the day; 1 step pipes a download straight into a shell. Tags have been moved to malicious commits in real supply-chain attacks, and a piped script is whatever the server returns that minute. Pinning to a commit is the fix, and it is small.","context_why":"A note that does not affect this rating: notes like it are common in well-run projects."},{"id":"05.22","band":"adequate","layer":"deterministic","title":"5 deserialisers that can run code","signal":"unsafe_deserialization","weight":"corroborating","context":true,"evidence":[{"ref":"authentik/core/sessions.py","kind":"path","path":"authentik/core/sessions.py","detail":"code-executing deserialiser","line_end":113,"line_start":113},{"ref":"packages/django-dramatiq-postgres/django_dramatiq_postgres/models.py","kind":"path","path":"packages/django-dramatiq-postgres/django_dramatiq_postgres/models.py","detail":"code-executing deserialiser","line_end":187,"line_start":187},{"ref":"packages/django-dramatiq-postgres/django_dramatiq_postgres/models.py","kind":"path","path":"packages/django-dramatiq-postgres/django_dramatiq_postgres/models.py","detail":"code-executing deserialiser","line_end":188,"line_start":188}],"observed":{"sites":5},"dimension":"05","rationale":"5 places read data with a deserialiser that executes what it reads (pickle). That is safe on data the system wrote itself and remote code execution on anything else. Ask where each one's input comes from.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"05.26","band":"adequate","layer":"deterministic","title":"63 locked dependencies have published vulnerabilities, 69 high or critical in what ships","signal":"known_vulnerabilities","weight":"corroborating","evidence":[{"ref":"web/pnpm-lock.yaml","kind":"path","path":"web/pnpm-lock.yaml","detail":"@xhmikosr/decompress 11.1.3: GHSA-hrh2-vp3x-79xf (critical), fixed in 11.1.4"},{"ref":"website/pnpm-lock.yaml","kind":"path","path":"website/pnpm-lock.yaml","detail":"dompurify 3.4.12: GHSA-cg2g-xh64-v4q7 (critical), fixed in 3.4.17"},{"ref":"web/pnpm-lock.yaml","kind":"path","path":"web/pnpm-lock.yaml","detail":"dompurify 3.4.13: GHSA-cg2g-xh64-v4q7 (critical), fixed in 3.4.17"}],"observed":{"advisories":160,"dependencies":3449,"high_or_critical":89,"pinned_to_a_commit":0,"ecosystems_not_read":[],"vulnerable_packages":63,"set_aside_not_imported":1,"high_or_critical_shipping":69,"high_or_critical_not_shipped":{"dev":6,"build":14}},"unproven":true,"dimension":"05","rationale":"63 of 3,449 locked dependencies match 160 published advisories in OSV, 89 of them rated high or critical. A lockfile says which version is installed, not whether the flawed code is reachable from this product, so each needs a look. Most are fixed by an upgrade, and the advisory names the version. This lockfile pins development tools alongside what ships and does not say which is which, so some of these may never reach a user."},{"id":"05.9","band":"adequate","layer":"deterministic","title":"2 vendored components with no licence","signal":"license_vendored_unlicensed","weight":"corroborating","context":true,"evidence":[{"ref":"authentik/sources/ldap/sync/vendor/freeipa.py","kind":"path","path":"authentik/sources/ldap/sync/vendor/freeipa.py","detail":"1 tracked files, no licence file"},{"ref":"authentik/sources/ldap/sync/vendor/ms_ad.py","kind":"path","path":"authentik/sources/ldap/sync/vendor/ms_ad.py","detail":"1 tracked files, no licence file"}],"observed":{"unlicensed":["authentik/sources/ldap/sync/vendor/freeipa.py","authentik/sources/ldap/sync/vendor/ms_ad.py"],"total_components":9,"stated_in_headers_or_notices":0},"dimension":"05","rationale":"Third-party code is committed into this repository without any statement of the terms it arrived under. Unknown terms are harder to deal with than inconvenient ones: an awkward licence can be complied with, an absent one cannot. Each of these needs its origin established before the code changes hands.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"05.60","band":"adequate","layer":"deterministic","title":"Relicensed: MIT → GPL-3.0 (2020-12-24) → MIT (2022-11-03)","signal":"licence_changes","weight":"corroborating","context":true,"evidence":[{"ref":"d307d142d","kind":"commit","path":"LICENSE","detail":"MIT from 2018-12-26"},{"ref":"4998ccbe4","kind":"commit","path":"LICENSE","detail":"GPL-3.0 from 2020-12-24"},{"ref":"47132faff","kind":"commit","path":"LICENSE","detail":"MIT from 2022-11-03"}],"observed":{"since":"2022-11-03","latest":"MIT","weaker":false,"narrowed_at":"2020-12-24","narrowed_days":2128,"licence_versions":3,"source_available":false,"narrowed_recently":false,"unreleased_changes":0},"dimension":"05","rationale":"The root licence changed 2 time(s). Code taken under earlier terms stays under them; check which terms any fork or customer relied on.","context_why":"A note that does not affect this rating: a licence change is a fact for the first screen, and only a narrowing of rights within two years of the surveyed commit costs \"strong\"."},{"id":"05.61","band":"adequate","layer":"deterministic","title":"Part of the code is under a separate licence: authentik/enterprise/","signal":"paid_edition","weight":"corroborating","evidence":[{"ref":"authentik/enterprise/LICENSE","kind":"path","path":"authentik/enterprise/LICENSE","detail":"licence: unrecognised"}],"observed":{"directories":1},"dimension":"05","rationale":"A directory named for a paid edition carries its own licence. That code is usually not open source even where the rest is; what the buyer may do with each part differs."},{"id":"05.65","band":"adequate","layer":"deterministic","title":"35 advisories against this project in the last 24 months, 25 high or critical","signal":"advisory_record","weight":"corroborating","evidence":[{"ref":"GHSA-cxwx-9x59-28qm","kind":"advisory","detail":"2026-09-09: GHSA-cxwx-9x59-28qm (high), fixed in 2026.2.7: Denial of Service via Malformed SAML Messages"},{"ref":"GHSA-qgqp-xh8r-v73r","kind":"advisory","detail":"2026-09-09: GHSA-qgqp-xh8r-v73r (high), fixed in 2026.2.7: MFA bypass via recipient override in the email authenticator"},{"ref":"GHSA-h6c5-mpvq-j4jc","kind":"advisory","detail":"2026-09-09: GHSA-h6c5-mpvq-j4jc (high), fixed in 2026.2.7: Privilege escalation via delegated group and user management"},{"ref":"GHSA-m9h4-7j9c-55x9","kind":"advisory","detail":"2026-09-09: GHSA-m9h4-7j9c-55x9 (high), fixed in 2026.2.7: Certain stored credentials readable with view permission alone"},{"ref":"GHSA-cqj8-fxxf-9pg7","kind":"advisory","detail":"2026-09-09: GHSA-cqj8-fxxf-9pg7 (high), fixed in 2026.2.7: Authentication bypass in SAML Sources via assertion confusion and replay"}],"observed":{"newest":"2026-09-09","critical":3,"affecting":5,"could_not_tell":15,"fix_unreleased":0,"last_24_months":35,"sources_failed":["OSV crates.io authentik (an empty record for a package published here)","OSV crates.io authentik-axum (an empty record for a package published here)","OSV crates.io authentik-common (an empty record for a package published here)","OSV npm @goauthentik/api (an empty record for a package published here)","OSV npm @goauthentik/docusaurus-config (an empty record for a package published here)","OSV npm @goauthentik/esbuild-plugin-live-reload (an empty record for a package published here)","OSV npm @goauthentik/fonts (an empty record for a package published here)","OSV npm @goauthentik/logger-js (an empty record for a package published here)","OSV npm @goauthentik/oxfmt-config (an empty record for a package published here)","OSV npm @goauthentik/oxlint-config (an empty record for a package published here)","OSV npm @goauthentik/theme (an empty record for a package published here)","OSV npm @goauthentik/tsconfig (an empty record for a package published here)"],"known_exploited":0,"high_or_critical":25,"affecting_newest_release_only":14},"dimension":"05","rationale":"The newest was published on 2026-09-09. A project that publishes advisories is telling its users about its fixes, and the count and pace say how much security work it carries. GHSA-cxwx-9x59-28qm (high), GHSA-qgqp-xh8r-v73r (high), GHSA-h6c5-mpvq-j4jc (high) and 11 more are fixed in the surveyed commit; which release carries them cannot be told from this history, which does not place the release users run. 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Does your engineering organisation already run TypeScript in production, or would this be the first?"},{"id":"07.10","kind":"H+","question":"The bulk of this system sits in web/, packages/, website/. Which of your existing systems would each of those have to absorb or replace?"},{"id":"07.2","kind":"H+","question":"The repository carries deployment configuration (authentik/outposts/controllers/k8s/__init__.py and 19 more). 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