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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: 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":"01.42","band":"adequate","layer":"deterministic","title":"1 model weight file committed directly to git","signal":"weights_in_git","weight":"corroborating","evidence":[{"ref":"nodes/src/nodes/ocr/models/script_identifier.pt","kind":"path","path":"nodes/src/nodes/ocr/models/script_identifier.pt","detail":"weights in git"}],"observed":{"files":1},"dimension":"01","rationale":"1 model weight files are stored in git itself, not in LFS, DVC or a model hub. Every clone carries them, the history keeps every version for good, and nothing records which run or data produced them."}],"signals_run":11,"conclusive_signals":9,"what_a_person_adds":[{"id":"01.38","kind":"H+","where":"The team","measured":"The tree carries design documentation (deploy/helm/ARCHITECTURE.md).","question":"Does it match what the team believes today? 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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":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? 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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":"61bd4ec6e","kind":"commit","detail":"tag server-v3.5.0"}],"observed":{"elsewhere":8,"on_branch":1,"tags_in_window":9,"direction_known":true,"later_on_branch":0},"dimension":"04","rationale":"The newest release, server-v3.5.0, is not on the branch this survey read; the newest release on it is server-v3.1.0. 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":12,"what_a_person_adds":[{"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":"1 credential-shaped string in the tree sit in tests, examples, documentation or local development settings","signal":"committed_secrets","weight":"corroborating","evidence":[{"kind":"metric","ref":"Slack token","detail":"Slack token, where fakes are usual"}],"observed":{"sample_matches":1,"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":1},{"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/_build.yaml","kind":"path","path":".github/workflows/_build.yaml","detail":"download piped into a shell","line_end":151,"line_start":151}],"observed":{"action_refs":92,"pipe_to_shell":1,"unpinned_third_party":0},"dimension":"05","rationale":"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":"05.13","band":"adequate","layer":"deterministic","title":"3 outbound calls can wait forever","signal":"outbound_timeouts","weight":"corroborating","context":true,"evidence":[{"ref":"nodes/src/nodes/remote/client/IGlobal.py","kind":"path","path":"nodes/src/nodes/remote/client/IGlobal.py","detail":"outbound call without a timeout","line_end":73,"line_start":73},{"ref":"nodes/src/nodes/remote/client/IGlobal.py","kind":"path","path":"nodes/src/nodes/remote/client/IGlobal.py","detail":"outbound call without a timeout","line_end":84,"line_start":84},{"ref":"packages/ai/src/ai/account/report.py","kind":"path","path":"packages/ai/src/ai/account/report.py","detail":"outbound call without a timeout","line_end":50,"line_start":50}],"observed":{"calls_without_timeout":3},"dimension":"05","rationale":"3 HTTP calls use a client with no timeout (Python `requests` without `timeout=`, or Go's default client). 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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."},{"id":"05.48","band":"adequate","layer":"deterministic","title":"6 places insert HTML from a variable without sanitising it","signal":"unsafe_html","weight":"corroborating","context":true,"evidence":[{"ref":"apps/explorer-ui/src/viewers/SpreadsheetViewer.tsx","kind":"path","path":"apps/explorer-ui/src/viewers/SpreadsheetViewer.tsx","detail":"HTML from a variable","line_end":86,"line_start":86},{"ref":"apps/shared/src/components/canvas/util/Icon.tsx","kind":"path","path":"apps/shared/src/components/canvas/util/Icon.tsx","detail":"HTML from a variable","line_end":253,"line_start":253},{"ref":"packages/chat-widget/src/component.ts","kind":"path","path":"packages/chat-widget/src/component.ts","detail":"HTML from a variable","line_end":162,"line_start":162}],"observed":{"sites":6},"dimension":"05","rationale":"6 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."}],"signals_run":34,"conclusive_signals":28,"what_a_person_adds":[{"id":"05.43","kind":"H+","where":"The security owner","measured":"No threat model is in the tree of what looks like a running service.","question":"Does one exist elsewhere, and who owns it?"},{"id":"05.41","kind":"H","where":"Ticketing and chat","question":"What has actually broken, how often, and how badly?"},{"id":"05.42","kind":"H","where":"Reports in the data room","question":"What did external testing find, and was it fixed?"},{"id":"05.44","kind":"H","where":"Audit reports; policy files in the tree are not evidence","question":"What is the SOC 2, ISO 27001 or GDPR status, and where is the evidence?"}]},{"id":"06","band":"adequate","name":"Observability & Operations","coverage":"partial","findings":[{"id":"06.2","band":"adequate","layer":"deterministic","title":"No structured logging library is in use","signal":"structured_logging","weight":"corroborating","evidence":[{"ref":"logging-scan","kind":"metric","detail":"searched 4,826 files for 10 structured logging libraries; 0 matched"}],"observed":{},"dimension":"06","rationale":"Nothing references a structured logging library. Logs that are written to be read by a person are not searchable by a machine, which means incident response here is proportional to how well someone remembers the codebase rather than to what the tooling can find."},{"id":"06.9","band":"adequate","layer":"deterministic","title":"No error reporter is wired in","signal":"error_reporting","weight":"corroborating","context":true,"evidence":[{"ref":"error reporting","kind":"metric","detail":"no error reporter initialised"}],"observed":{"installed":[],"initialised":0,"config_files":0},"dimension":"06","rationale":"Nothing in the service initialises an error reporter (Sentry, Rollbar, Bugsnag, Honeybadger or an APM agent). An exception in production reaches a person only if someone is reading the logs, which usually means a customer reports it first.","context_why":"A note that does not affect this rating: notes like it are common in well-run projects."},{"id":"06.14","band":"adequate","layer":"deterministic","title":"Readiness and liveness probes are identical in 1 of 1 workloads","signal":"probes_identical","weight":"corroborating","evidence":[{"ref":"deploy/helm/rocketride/values.yaml","kind":"path","path":"deploy/helm/rocketride/values.yaml","detail":"same probe endpoint twice"}],"observed":{"identical":1,"workloads_with_both":1},"dimension":"06","rationale":"Both probes call the same endpoint. When a dependency slows down, the liveness probe fails with the readiness probe, so the platform restarts pods that only needed taking out of rotation, and a partial outage becomes a full one. Liveness should ask whether the process is alive; readiness whether it can serve."}],"signals_run":16,"conclusive_signals":13,"what_a_person_adds":[{"id":"06.19","kind":"H+","where":"The operations team","measured":"Nothing in the tree backs up or restores data.","question":"How is data backed up, and has a restore ever been rehearsed?"},{"id":"06.10","kind":"H+","where":"The alerting tool and the on-call rota","measured":"Alert rules are defined in the repository.","question":"Who receives them, and when did one last fire?"},{"id":"06.29","kind":"H","where":"Pager history and dashboard logs","question":"Are the dashboards opened, the alerts acknowledged and the pages answered?"},{"id":"06.30","kind":"H","where":"Production metrics","question":"Are the service-level objectives actually met?"},{"id":"06.31","kind":"H","where":"Pager exports and interviews","question":"Who carries the pager, and how often does it go off?"},{"id":"06.32","kind":"H","where":"Cloud billing and capacity plans","question":"What does it cost to run, and how much headroom is there?"}]},{"id":"07","band":"not assessable","name":"Fit with the Acquirer","coverage":"none","findings":[],"signals_run":0,"conclusive_signals":0,"what_a_person_adds":[{"id":"07.1","kind":"H+","question":"This is primarily a Python codebase, with TypeScript alongside (31% of source files). Does your engineering organisation already run Python in production, or would this be the first?"},{"id":"07.10","kind":"H+","question":"The bulk of this system sits in packages/, nodes/, apps/. Which of your existing systems would each of those have to absorb or replace?"},{"id":"07.9","kind":"H+","question":"49% of added lines came through AI-declared commits. Does your organisation have a policy on inheriting and maintaining that code, and does your engineering team's tooling match how it was produced?"},{"id":"07.2","kind":"H+","question":"The repository carries deployment configuration (deploy/helm/ARCHITECTURE.md and 21 more). Does that match your deployment and on-call model, or does it need rehosting first?"},{"id":null,"kind":"H+","question":"What is your tolerance for the findings above remaining unaddressed for the first two quarters after close, given everything else that will compete for this team's time?"},{"id":"07.11","kind":"H","where":"Your architecture","question":"Which of these systems duplicate yours, and which get retired?"},{"id":"07.12","kind":"H","where":"The engagement","question":"What will integration cost, and in what order?"},{"id":"07.13","kind":"H","where":"Your org design","question":"Where does the team land in your organisation, and who reports to whom?"},{"id":"07.14","kind":"H","where":"Deal terms","question":"Are there earn-outs, retention packages or contractor IP to assign?"},{"id":"07.15","kind":"H","where":"Customer contracts","question":"Do customer contracts limit hosting, regions or vendors?"}],"not_assessable_reason":"structurally not assessable from a 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Survey the release branch or tag as well.","newest_release":{"sha":"61bd4ec6e381671ac1b5c8e560fc203cb66f52ed","tag":"server-v3.5.0"}},"provenance_disclosure":{"agents":["Claude","CodeRabbit","Cursor","GitHub Copilot"],"recent":null,"window":null,"excluded":"lockfiles, vendored and generated paths are excluded from both measurements so that code nobody wrote cannot move the share","measures":"share of lines added by commits declaring an AI agent as co-author, as a proportion of all lines ever added","confidence":"moderate","measurable":true,"ai_line_share":0.4865,"total_commits":1112,"affects_rating":false,"excluded_lines":89608,"ai_commit_share":0.3921,"confidence_basis":["58% of non-merge commits carry any trailer at all","no widespread author/committer date divergence","the declared share is neither decisive nor negligible, so the true figure is more sensitive to undeclared work"],"declared_commits":436,"total_lines_added":1386994,"surviving_ai_lines":null,"surviving_measures":"share of lines still present in the working tree that originate in an AI-declared commit; null unless the scan was run with --deep","commit_share_by_year":{"2026":0.3921},"declared_agent_names":["Claude","Claude Fable 5","Claude Fable 5.1","Claude Opus 4.6","Claude Opus 4.6 (1M context)","Claude Opus 4.7","Claude Opus 4.7 (1M context)","Claude Opus 4.8","Claude Opus 4.8 (1M context)","Claude Opus 5","Claude Opus 5 (1M context)","Claude Opus 5.5","Claude Opus 5.5 (1M context)","Claude Sonnet 4.6","Claude Sonnet 4.6 (1M context)","Copilot Autofix powered by AI","Cursor","coderabbitai[bot]","copilot-swe-agent[bot]","kwit75"],"declared_lines_added":674783,"surviving_line_share":null,"floor_not_measurement":"This is a lower bound. It counts what the repository declares. Undeclared AI authorship is invisible here, and a single rebase removes the trailers this rests on. Absence of a declaration is absence of disclosure, not absence of AI authorship.","surviving_total_lines":null},"reliance":"An automated reading of a repository's code and its history up to one commit, with public advisory records. It may be wrong, it is not legal, financial, investment or security advice, and it does not replace diligence by a qualified person. It is provided for information: nobody may rely on it (Borehole's terms, section 3).","published_under_todays_rules":["4 findings from checks Borehole's calibration found wrong more often than right are no longer published.","The file and line of 1 credential-shaped match is withheld. File and line are shown to whoever GitHub says controls this repository, signed in, and to a buyer of this report."]}