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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: notes like it are common in well-run projects."}],"signals_run":11,"conclusive_signals":9,"what_a_person_adds":[{"id":"01.38","kind":"H+","where":"The team","measured":"The tree carries design documentation (crates/dbt-agate/ARCHITECTURE.md).","question":"Does it match what the team believes today? 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Every change passes through that one account, however many people write them. In a project with 155 recent contributors and 11 years of history, that is a question about one person's role rather than a fragile team — but it is the question to ask. "}],"signals_run":10,"conclusive_signals":9,"what_a_person_adds":[{"id":"03.29","kind":"H+","where":"The deal terms","measured":"433 people have committed here.","question":"Which of them are you acquiring, and which are you replacing?"},{"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":"strong","name":"Product & Engineering Maturity","coverage":"minimal","findings":[{"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":"43918198c","kind":"commit","detail":"tag v2.0.8"}],"observed":{"elsewhere":264,"on_branch":106,"tags_in_window":370,"direction_known":true,"later_on_branch":0},"dimension":"04","rationale":"The newest release, v2.0.8, is not on the branch this survey read; the newest release on it is v0.19.0. 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":16,"what_a_person_adds":[{"id":"04.11","kind":"H+","where":"The team","measured":"4,390 commits landed in the last year, against 288 the year before (+1424%).","question":"What drove it: new people, a deadline, or code produced faster than before?"},{"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":"2 credential-shaped strings in the tree sit in tests, examples, documentation or local development settings","signal":"committed_secrets","weight":"corroborating","evidence":[{"kind":"metric","ref":"GitHub token","detail":"GitHub token, where fakes are usual"},{"kind":"metric","ref":"JWT","detail":"JWT, where fakes are usual"}],"observed":{"sample_matches":2,"inert_tokens_set_aside":1},"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. 1 other match set aside: expired tokens, licence tokens a vendor verifies with a public key, or placeholder text where a key would go. None grants access to anything.","locations_withheld":2},{"id":"05.6","band":"adequate","layer":"deterministic","title":"3 Dockerfiles run the application as root","signal":"container_runs_as_root","weight":"corroborating","evidence":[{"ref":"no-USER-instruction","kind":"path","path":"crates/dbt-test-containers/docker/dbt-core/Dockerfile","detail":"runs as root"},{"ref":"no-USER-instruction","kind":"path","path":"crates/dbt-test-containers/docker/dbt/Dockerfile","detail":"runs as root"},{"ref":"no-USER-instruction","kind":"path","path":"crates/dbt-test-containers/docker/postgres/Dockerfile","detail":"runs as root"}],"observed":{"rootful":3,"dockerfiles":4},"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/changelog-existence.yml","kind":"path","path":".github/workflows/changelog-existence.yml","detail":"action pinned by tag","line_end":36,"line_start":36},{"ref":".github/workflows/community-label.yml","kind":"path","path":".github/workflows/community-label.yml","detail":"action pinned by tag","line_end":46,"line_start":46},{"ref":"crates/dbt-jinja/.github/workflows/release.yml","kind":"path","path":"crates/dbt-jinja/.github/workflows/release.yml","detail":"download piped into a shell","line_end":66,"line_start":66}],"observed":{"action_refs":184,"pipe_to_shell":1,"unpinned_third_party":21},"dimension":"05","rationale":"21 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":"05.26","band":"adequate","layer":"deterministic","title":"13 locked dependencies have published vulnerabilities, 17 high or critical","signal":"known_vulnerabilities","weight":"corroborating","context":true,"evidence":[{"ref":"crates/dbt-docs-server/dbt-docs-lib/pnpm-lock.yaml","kind":"path","path":"crates/dbt-docs-server/dbt-docs-lib/pnpm-lock.yaml","detail":"@storybook/addon-vitest 10.5.10: GHSA-f2ph-cmg5-wxc8 (critical), fixed in 10.6.2; in a separate application's lockfile"},{"ref":"crates/dbt-docs-server/dbt-docs-lib/pnpm-lock.yaml","kind":"path","path":"crates/dbt-docs-server/dbt-docs-lib/pnpm-lock.yaml","detail":"happy-dom 16.8.1: GHSA-37j7-fg3j-429f (critical), fixed in 20.0.0; in a separate application's lockfile"},{"ref":"crates/dbt-docs-server/dbt-docs-lib/pnpm-lock.yaml","kind":"path","path":"crates/dbt-docs-server/dbt-docs-lib/pnpm-lock.yaml","detail":"storybook 10.5.10: GHSA-f2ph-cmg5-wxc8 (critical), fixed in 10.6.2; in a separate application's lockfile"}],"observed":{"advisories":27,"dependencies":1007,"high_or_critical":17,"pinned_to_a_commit":0,"ecosystems_not_read":[],"vulnerable_packages":13,"set_aside_not_imported":0,"high_or_critical_shipping":0,"high_or_critical_not_shipped":{"apart":17}},"dimension":"05","rationale":"13 of 1,007 locked dependencies match 27 published advisories in OSV, 17 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. None of the high or critical ones is in what the product ships: their lockfile is a separate application (an internal tool, an editor extension), not the product.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"05.9","band":"adequate","layer":"deterministic","title":"3 vendored components with no licence","signal":"license_vendored_unlicensed","weight":"corroborating","context":true,"evidence":[{"ref":"crates/dbt-docs-server/web/src/proto/dbtlabs/proto/v1/events/fusion/deps/deps_pb.ts","kind":"path","path":"crates/dbt-docs-server/web/src/proto/dbtlabs/proto/v1/events/fusion/deps/deps_pb.ts","detail":"1 tracked files, no licence file"},{"ref":"crates/dbt-docs-server/web/src/proto/dbtlabs/proto/v1/events/fusion/deps/index.ts","kind":"path","path":"crates/dbt-docs-server/web/src/proto/dbtlabs/proto/v1/events/fusion/deps/index.ts","detail":"1 tracked files, no licence file"},{"ref":"crates/dbt-telemetry/include/dbtlabs/proto/public/v1/events/fusion/deps/deps.proto","kind":"path","path":"crates/dbt-telemetry/include/dbtlabs/proto/public/v1/events/fusion/deps/deps.proto","detail":"1 tracked files, no licence file"}],"observed":{"unlicensed":["crates/dbt-docs-server/web/src/proto/dbtlabs/proto/v1/events/fusion/deps/deps_pb.ts","crates/dbt-docs-server/web/src/proto/dbtlabs/proto/v1/events/fusion/deps/index.ts","crates/dbt-telemetry/include/dbtlabs/proto/public/v1/events/fusion/deps/deps.proto"],"total_components":3,"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":"05.65","band":"adequate","layer":"deterministic","title":"11 advisories against this project in the last 24 months, 5 high or critical","signal":"advisory_record","weight":"corroborating","context":true,"evidence":[{"ref":"GHSA-xwgp-43x8-639j","kind":"advisory","detail":"2026-10-14: GHSA-xwgp-43x8-639j (high), fixed in 1.11.16: Transitive tarball name escapes download directory and overwrites files"},{"ref":"CVE-2026-55837","kind":"advisory","detail":"2026-09-14: CVE-2026-55837 (moderate): dbt-mcp is a Model Context Protocol server for interacting with dbt. Prior to 1.20.0, the local OAuth helper in src/dbt_mcp/oauth/fastapi_app.py exposes GET /db"},{"ref":"GHSA-h364-2v3g-4xm8","kind":"advisory","detail":"2026-09-03: GHSA-h364-2v3g-4xm8 (high), fixed in 2.0.0-rc.1: `dbt deps` symlink traversal enables arbitrary file write/overwrite outside `dbt_packages`"},{"ref":"GHSA-wfxc-3pjp-fm6h","kind":"advisory","detail":"2026-09-03: GHSA-wfxc-3pjp-fm6h (moderate), fixed in 2.0.0-rc.1: Security disclosure:  vulnerable astral-tokio-tar pin enables creating extra files via `dbt deps`"},{"ref":"GHSA-pxwq-479r-hhwr","kind":"advisory","detail":"2026-08-21: GHSA-pxwq-479r-hhwr (high), fixed in 1.11.4 and 1.12.3:  DoS in dbt Core SQL compilation via pinned vulnerable sqlparse parser"}],"observed":{"newest":"2026-10-14","critical":1,"affecting":0,"could_not_tell":9,"last_24_months":11,"sources_failed":[],"known_exploited":0,"high_or_critical":5,"record_incomplete":["NVD: 2 records name dbt with nothing tying them to this repository (CVE-2024-10586, CVE-2026-49360)"]},"dimension":"05","rationale":"The newest was published on 2026-10-14. A project that publishes advisories is telling its users about its fixes, and the count and pace say how much security work it carries. Whether 9 of them are fixed in the code you ship could not be told from this history: its version is only known to be at least 2.0.8. Answer lives in: the release you run, set against each fixed version. The record is incomplete: NVD: 2 records name dbt with nothing tying them to this repository (CVE-2024-10586, CVE-2026-49360).","context_why":"A note that does not affect this rating: it describes the project's advisory record, and no advisory in it is known to affect the surveyed commit."}],"signals_run":34,"conclusive_signals":21,"what_a_person_adds":[{"id":"05.38","kind":"H+","where":"The provider's console and audit log","measured":"05.1 and 05.5 found credential-shaped strings in this repository.","question":"Was each one revoked at the provider? 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