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A log written by someone explaining their reasoning to a future reader does not look like this. The log is therefore weak evidence of intent, whatever the code is like.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"01.6","band":"adequate","layer":"deterministic","title":"packages/dbgpt-app/src/dbgpt_app/openapi/api_v1/agentic_data_api.py is 5,441 lines, 69× this codebase's median file","signal":"oversized_modules","weight":"corroborating","context":true,"evidence":[{"ref":"line-count","kind":"path","path":"packages/dbgpt-app/src/dbgpt_app/openapi/api_v1/agentic_data_api.py","detail":"5,441 lines (69× median)","line_end":5441,"line_start":1},{"ref":"line-count","kind":"path","path":"web/pages/index.tsx","detail":"5,226 lines (67× median)","line_end":5226,"line_start":1},{"ref":"line-count","kind":"path","path":"web/new-components/dashboard/DashboardEditor.tsx","detail":"4,693 lines (60× median)","line_end":4693,"line_start":1},{"ref":"line-count","kind":"path","path":"web/new-components/chat/content/ManusRightPanel.tsx","detail":"3,529 lines (45× median)","line_end":3529,"line_start":1},{"ref":"line-count","kind":"path","path":"packages/dbgpt-app/src/dbgpt_app/openapi/api_v1/dashboard/schemas.py","detail":"2,376 lines (30× median)","line_end":2376,"line_start":1}],"observed":{"largest":5441,"library":{"n":382,"share":66,"value":69.8,"cutoff":138.63,"material":false,"percentile":85},"threshold":1000,"files_over":37,"median_lines":78},"dimension":"01","rationale":"The median source file here is 78 lines. 37 files exceed 1,000 lines, the largest being 5,441. 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."},{"id":"01.33","band":"adequate","layer":"deterministic","title":"A move from JavaScript to TypeScript began 40 months ago and is 57% done","signal":"unfinished_migration","weight":"corroborating","context":true,"evidence":[{"ref":"file counts","kind":"metric","detail":"403 old, 525 new"}],"observed":{"migration":"JavaScript to TypeScript","new_files":525,"old_files":403,"new_share_now":0.943,"months_since_start":40,"new_share_at_start":0.571,"new_share_a_year_ago":0.846},"dimension":"01","rationale":"525 product files are in the new language and 403 are still in the old one, 40 months after the first new file appeared. The new language's share of the lines rose from 57% to 94%, and moved 10 percentage points in the last year. Two languages for one job doubles what an engineer has to know, and the unmoved half is usually what nobody wants to touch. Ask whether finishing it is planned, and what it costs.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."}],"signals_run":11,"conclusive_signals":10,"what_a_person_adds":[{"id":"01.38","kind":"H+","where":"The team","measured":"The tree carries design documentation (docs/docs/getting-started/concepts/architecture.md and 2 more).","question":"Does it match what the team believes today? Ask them to walk through it against the code."},{"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":"adequate","name":"Engineering Process & SDLC Maturity","coverage":"high","findings":[{"id":"02.24","band":"adequate","layer":"deterministic","title":"9% of recent commits change more than 2,000 lines","signal":"commit_size","weight":"corroborating","evidence":[{"ref":"git log --numstat","kind":"metric","detail":"38 commits over 2,000 lines"}],"observed":{"share":0.088,"commits":432,"over_2000_lines":38},"dimension":"02","rationale":"38 of 432 commits in the last 24 months changed over 2,000 lines of code, not counting reformatting, renames, vendored or generated code. A change that size is rarely reviewed line by line. Ask how they were reviewed, and what made them that large."}],"signals_run":16,"conclusive_signals":16,"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":"215 people have committed here.","question":"Which of them are you acquiring, and which are you replacing?"},{"id":"03.22","kind":"H+","where":"The team","measured":"i18n/ (less than a quarter of the files) has not changed in 18 months while the rest of the repository moved.","question":"Is that code finished, or abandoned, and who still knows how it works?"},{"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":"04.19","band":"adequate","layer":"deterministic","title":"19% of bug fixes add or change a test","signal":"fixes_with_tests","weight":"corroborating","evidence":[{"ref":"fix commits touching tests","kind":"metric","detail":"43 of 225"}],"observed":{"fixes":225,"share":0.191,"with_tests":43},"dimension":"04","rationale":"Of 225 fixes in the last 24 months, 43 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":"04.14","band":"adequate","layer":"deterministic","title":"2 jobs are each done by more than one library","signal":"dependency_redundancy","weight":"corroborating","evidence":[{"ref":"web/package.json","kind":"path","path":"web/package.json","detail":"several libraries per job"}],"observed":{"jobs_doubled":{"dates":["dayjs","moment"],"UI component kits":["antd","mui"]}},"dimension":"04","rationale":"Within a single package: UI component kits: antd, mui; dates: dayjs, moment. Each duplicate is bundle size, two ways of doing the same thing in one codebase, and two upgrade paths to maintain. It is usually the residue of a migration that stopped halfway."},{"id":"04.37","band":"adequate","layer":"deterministic","title":"API v1 and v2 have been served together for 31 months","signal":"api_versions_coexisting","weight":"corroborating","evidence":[{"ref":"pilot/server/api_v1/api_v1.py","kind":"path","path":"pilot/server/api_v1/api_v1.py","detail":"v1 since Jun 2023"},{"ref":"dbgpt/serve/agent/app/endpoints.py","kind":"path","path":"dbgpt/serve/agent/app/endpoints.py","detail":"v2 since Mar 2024"}],"observed":{"live":["v1","v2"],"versions_seen":["v1","v2"],"months_together":31},"dimension":"04","rationale":"v2 first appeared in Mar 2024, and v1 is still in the code 31 months later. Two versions mean two surfaces to secure, document and support. Ask who still calls the old one, and whether retiring it is planned."}],"signals_run":19,"conclusive_signals":16,"what_a_person_adds":[{"id":"04.11","kind":"H+","where":"The team","measured":"170 commits landed in the last year, against 287 the year before (-41%).","question":"Is that maintenance mode, a pivot, or fewer people working on it? The count looks the same for all three."},{"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":"05.5","band":"adequate","layer":"deterministic","title":"2 credential-shaped strings exist in the history","signal":"secrets_in_history","weight":"corroborating","context":true,"evidence":[{"kind":"metric","ref":"history","detail":"2 cited: GitHub token pattern added here"}],"observed":{},"dimension":"05","rationale":"Matches for GitHub token were committed at some point across 2,543 commits examined. The files that held them are no longer in the working tree — but removal from a file is not removal from the history, and the history is what transfers with the asset. What matters is whether each was rotated after it was committed. The code cannot tell whether any of them is live, and that decides whether this matters: none sits in production configuration, and none is in a format its provider keeps for live keys. Is any of these live? Show that each was rotated after it was committed, and when.","context_why":"A note that does not affect this rating: notes like it are common in well-run projects.","locations_withheld":2},{"id":"05.6","band":"adequate","layer":"deterministic","title":"2 Dockerfiles run the application as root","signal":"container_runs_as_root","weight":"corroborating","evidence":[{"ref":"no-USER-instruction","kind":"path","path":"docker/allinone/Dockerfile","detail":"runs as root"},{"ref":"no-USER-instruction","kind":"path","path":"docker/base/Dockerfile","detail":"runs as root"}],"observed":{"rootful":2,"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/doc-image-publish.yml","kind":"path","path":".github/workflows/doc-image-publish.yml","detail":"action pinned by tag","line_end":41,"line_start":41},{"ref":".github/workflows/doc-image-publish.yml","kind":"path","path":".github/workflows/doc-image-publish.yml","detail":"action pinned by tag","line_end":44,"line_start":44},{"ref":".github/workflows/code-checks.yml","kind":"path","path":".github/workflows/code-checks.yml","detail":"download piped into a shell","line_end":20,"line_start":20}],"observed":{"action_refs":31,"pipe_to_shell":6,"unpinned_third_party":7},"dimension":"05","rationale":"7 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; 6 steps pipe 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":"05.13","band":"adequate","layer":"deterministic","title":"29 outbound calls can wait forever","signal":"outbound_timeouts","weight":"corroborating","context":true,"evidence":[{"ref":"packages/dbgpt-app/src/dbgpt_app/knowledge/_cli/knowledge_client.py","kind":"path","path":"packages/dbgpt-app/src/dbgpt_app/knowledge/_cli/knowledge_client.py","detail":"outbound call without a timeout","line_end":89,"line_start":89},{"ref":"packages/dbgpt-core/src/dbgpt/agent/expand/resources/search_tool.py","kind":"path","path":"packages/dbgpt-core/src/dbgpt/agent/expand/resources/search_tool.py","detail":"outbound call without a timeout","line_end":45,"line_start":45},{"ref":"packages/dbgpt-core/src/dbgpt/model/proxy/llms/spark.py","kind":"path","path":"packages/dbgpt-core/src/dbgpt/model/proxy/llms/spark.py","detail":"outbound call without a timeout","line_end":190,"line_start":190}],"observed":{"calls_without_timeout":29},"dimension":"05","rationale":"29 HTTP calls use a client with no timeout (Python `requests` without `timeout=`, or Go's default client). When a dependency slows down, each one holds a worker until the connection gives up, and enough of them take the service down with the dependency.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"05.20","band":"adequate","layer":"deterministic","title":"2 SQL statements built from strings","signal":"sql_from_strings","weight":"corroborating","context":true,"evidence":[{"ref":"packages/dbgpt-ext/src/dbgpt_ext/datasource/rdbms/conn_doris.py","kind":"path","path":"packages/dbgpt-ext/src/dbgpt_ext/datasource/rdbms/conn_doris.py","detail":"SQL built from a string","line_end":430,"line_start":430},{"ref":"packages/dbgpt-serve/src/dbgpt_serve/evaluate/service/fetchdata/benchmark_data_manager.py","kind":"path","path":"packages/dbgpt-serve/src/dbgpt_serve/evaluate/service/fetchdata/benchmark_data_manager.py","detail":"SQL built from a string","line_end":917,"line_start":917}],"observed":{"files":2,"sites":2,"value_interpolated":0},"dimension":"05","rationale":"2 places in product code build SQL by formatting or joining strings rather than passing parameters. In each, what the code shows going in is a table or column name, a constant, or something the line does not show, not a request's value. Ask whether any value reaches these strings, rather than a parameter.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"05.21","band":"adequate","layer":"deterministic","title":"6 shell commands built from strings","signal":"shell_from_strings","weight":"corroborating","context":true,"evidence":[{"ref":"packages/dbgpt-core/src/dbgpt/model/cli.py","kind":"path","path":"packages/dbgpt-core/src/dbgpt/model/cli.py","detail":"command run through a shell","line_end":367,"line_start":367},{"ref":"packages/dbgpt-core/src/dbgpt/util/configure/markdown.py","kind":"path","path":"packages/dbgpt-core/src/dbgpt/util/configure/markdown.py","detail":"command run through a shell","line_end":566,"line_start":566},{"ref":"packages/dbgpt-core/src/dbgpt/util/configure/markdown.py","kind":"path","path":"packages/dbgpt-core/src/dbgpt/util/configure/markdown.py","detail":"command run through a shell","line_end":568,"line_start":568}],"observed":{"sites":6},"dimension":"05","rationale":"6 places run a command through a shell (`shell=True`, `os.system`, `exec` with a template) rather than passing arguments. Where any part comes from outside, it is command injection. 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":"05.48","band":"adequate","layer":"deterministic","title":"53 places insert HTML from a variable without sanitising it","signal":"unsafe_html","weight":"corroborating","context":true,"evidence":[{"ref":"packages/dbgpt-app/src/dbgpt_app/static/old_web/_next/static/chunks/1353-1dacbd59a5cf5fb8.js","kind":"path","path":"packages/dbgpt-app/src/dbgpt_app/static/old_web/_next/static/chunks/1353-1dacbd59a5cf5fb8.js","detail":"HTML from a variable","line_end":1,"line_start":1},{"ref":"packages/dbgpt-app/src/dbgpt_app/static/old_web/_next/static/chunks/1353-1dacbd59a5cf5fb8.js","kind":"path","path":"packages/dbgpt-app/src/dbgpt_app/static/old_web/_next/static/chunks/1353-1dacbd59a5cf5fb8.js","detail":"HTML from a variable","line_end":1,"line_start":1},{"ref":"packages/dbgpt-app/src/dbgpt_app/static/old_web/_next/static/chunks/9924-42c72dae9efe5ccd.js","kind":"path","path":"packages/dbgpt-app/src/dbgpt_app/static/old_web/_next/static/chunks/9924-42c72dae9efe5ccd.js","detail":"HTML from a variable","line_end":17,"line_start":17}],"observed":{"sites":53},"dimension":"05","rationale":"53 places set HTML from a value that is neither a literal nor passed through a sanitiser. Where the value can come from a user, that is stored cross-site scripting, and it is the first thing a buyer's security review looks for in a frontend.","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":"8 advisories against this project in the last 24 months, 8 high or critical","signal":"advisory_record","weight":"corroborating","context":true,"evidence":[{"ref":"GHSA-3248-f932-c76p","kind":"advisory","detail":"2025-03-20: GHSA-3248-f932-c76p (high): DB-GPT vulnerable to Cross-Site Request Forgery"},{"ref":"GHSA-3xq5-x4fj-rff7","kind":"advisory","detail":"2025-03-20: GHSA-3xq5-x4fj-rff7 (critical): DB-GPT vulnerable to Arbitrary File Upload with Path Traversal"},{"ref":"GHSA-6xgj-c5fx-5v57","kind":"advisory","detail":"2025-03-20: GHSA-6xgj-c5fx-5v57 (high): DB-GPT Uncontrolled Resource Consumption vulnerability"},{"ref":"GHSA-7gj6-22m4-qfhx","kind":"advisory","detail":"2025-03-20: GHSA-7gj6-22m4-qfhx (critical): DB-GPT Arbitrary File Write vulnerability"},{"ref":"GHSA-8pwp-phcg-h36g","kind":"advisory","detail":"2025-03-20: GHSA-8pwp-phcg-h36g (high): DB-GPT Path Traversal vulnerability"}],"observed":{"newest":"2025-03-20","critical":5,"affecting":0,"could_not_tell":0,"last_24_months":8,"sources_failed":["OSV PyPI dbgpt-app (an empty record for a package published here)","OSV PyPI dbgpt-client (an empty record for a package published here)","OSV PyPI dbgpt-ext (an empty record for a package published here)","OSV PyPI dbgpt-sandbox (an empty record for a package published here)","OSV PyPI dbgpt-serve (an empty record for a package published here)","OSV PyPI dbgpt-acc-auto (an empty record for a package published here)"],"known_exploited":0,"high_or_critical":8},"dimension":"05","rationale":"The newest was published on 2025-03-20. A project that publishes advisories is telling its users about its fixes, and the count and pace say how much security work it carries. None of them affects the surveyed version.","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":26,"what_a_person_adds":[{"id":"05.38","kind":"H+","where":"The provider's console and audit log","measured":"05.5 found credential-shaped strings in this repository.","question":"Was each one revoked at the provider? 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