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median)","line_end":3170,"line_start":1},{"ref":"line-count","kind":"path","path":"dinky-web/src/components/Icons/WelcomeIcons.tsx","detail":"2,446 lines (30× median)","line_end":2446,"line_start":1},{"ref":"line-count","kind":"path","path":"dinky-admin/src/main/resources/db/migration/mysql/V20240506.1.0.2__baseline.sql","detail":"2,010 lines (25× median)","line_end":2010,"line_start":1},{"ref":"line-count","kind":"path","path":"dinky-client/dinky-client-1.20/src/main/java/org/apache/flink/yarn/YarnClusterDescriptor.java","detail":"1,808 lines (22× median)","line_end":1808,"line_start":1}],"observed":{"largest":4090,"library":{"n":382,"share":55,"value":51.1,"cutoff":138.63,"material":false,"percentile":85},"threshold":1000,"files_over":35,"median_lines":80},"dimension":"01","rationale":"The median source file here is 80 lines. 35 files exceed 1,000 lines, the largest being 4,090. 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 2,162 product files.","question":"Where does the design live, and who holds it?"},{"id":"01.35","kind":"H+","where":"The team and the submodule owners","measured":"The repository pulls code in through git submodules (.gitmodules).","question":"A buyer receives pointers, not that code. Can every submodule be fetched without the team's credentials, and who owns each one?"},{"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":"02.3","band":"adequate","layer":"deterministic","title":"Tests cover a thin slice of the codebase","signal":"test_presence","weight":"corroborating","evidence":[{"ref":"test-file-ratio","kind":"metric","detail":"117 test files / 1,979 source files"}],"observed":{"tests":117,"source":1979,"test_ratio":0.059},"dimension":"02","rationale":"117 test files against 1,979 source files (5.9%). This does not measure whether the tests are good, only whether enough of them exist for the codebase to be changed safely by someone who did not write it — which is exactly the situation after an acquisition."},{"id":"02.6","band":"adequate","layer":"deterministic","title":"Almost no process scaffolding exists in the repository","signal":"branch_protection_hints","weight":"corroborating","context":true,"evidence":[{"ref":"process-scaffolding","kind":"metric","detail":"1 of 5 markers present across 2,970 tracked files"}],"observed":{},"dimension":"02","rationale":"Of five ordinary markers — CI workflows, CODEOWNERS, a pull-request template, pre-commit hooks, contribution guidance — 1 is present: CI workflows. Branch protection itself is a GitHub setting rather than a file, so this is a reading of proxies and not of the rules themselves. What it does establish is that the process is not written down anywhere a new engineer would find it.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"02.15","band":"adequate","layer":"deterministic","title":"90 tests are switched off","signal":"skipped_tests","weight":"corroborating","evidence":[{"ref":"dinky-admin/src/test/java/org/dinky/admin/AdminTest.java","kind":"path","path":"dinky-admin/src/test/java/org/dinky/admin/AdminTest.java","detail":"skipped test","line_end":33,"line_start":33},{"ref":"dinky-admin/src/test/java/org/dinky/security/SecurityAspectTest.java","kind":"path","path":"dinky-admin/src/test/java/org/dinky/security/SecurityAspectTest.java","detail":"skipped test","line_end":31,"line_start":31},{"ref":"dinky-admin/src/test/java/org/dinky/utils/DirUtilTest.java","kind":"path","path":"dinky-admin/src/test/java/org/dinky/utils/DirUtilTest.java","detail":"skipped test","line_end":36,"line_start":36}],"observed":{"focused":0,"skipped":90,"test_files":138,"files_with_skips":45},"dimension":"02","rationale":"90 skip markers across 45 of 138 test files. Each is a failure somebody chose to stop seeing; the question is whether anyone is tracking them."},{"id":"02.24","band":"adequate","layer":"deterministic","title":"6% of recent commits change more than 2,000 lines","signal":"commit_size","weight":"corroborating","evidence":[{"ref":"git log --numstat","kind":"metric","detail":"12 commits over 2,000 lines"}],"observed":{"share":0.056,"commits":216,"over_2000_lines":12},"dimension":"02","rationale":"12 of 216 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":14,"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":"adequate","name":"Organization & Key-Person Risk","coverage":"partial","findings":[{"id":"03.12","band":"adequate","layer":"deterministic","title":"The next contributor after the top one has not committed here for more than a year","signal":"second_contributor_attrition","weight":"corroborating","evidence":[{"ref":"git shortlog -sn","kind":"metric","detail":"the #2 contributor of the last three years (less than a quarter of the commits) has not committed here for more than a year"}],"observed":{"gone":[{"rank":2,"share":"less than a quarter","last_committed":"more than a year ago"}]},"dimension":"03","rationale":"The #2 contributor of the last three years (less than a quarter of the commits) has not committed here for more than a year, while the repository is still active. These are the people a buyer assumes would step up if the top contributor stopped. The history shows only that no commits of theirs landed here, not why."},{"id":"03.27","band":"adequate","layer":"deterministic","title":"Regular contributors fell from 10 to 3 in a year","signal":"joiners_and_leavers","weight":"corroborating","evidence":[{"ref":"regular contributors by year","kind":"metric","detail":"10 then 3; 8 stopped committing, 2 began"}],"observed":{"left":8,"joined":2,"regular_last_year":3,"regular_prior_year":10},"dimension":"03","rationale":"8 people who committed regularly the year before made no commits in the last year, and 2 new regular contributors arrived. Ask whether the work they did is still covered."}],"signals_run":10,"conclusive_signals":9,"what_a_person_adds":[{"id":"03.29","kind":"H+","where":"The deal terms","measured":"210 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":"dinky-catalog/, dinky-function/, dinky-scheduler/ (less than a quarter of the files) have 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":"7% of bug fixes add or change a test","signal":"fixes_with_tests","weight":"corroborating","evidence":[{"ref":"fix commits touching tests","kind":"metric","detail":"7 of 101"}],"observed":{"fixes":101,"share":0.069,"with_tests":7},"dimension":"04","rationale":"Of 101 fixes in the last 24 months, 7 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":"04.38","band":"adequate","layer":"deterministic","title":"11 files still carry code deprecated more than two years ago","signal":"deprecations_lingering","weight":"corroborating","context":true,"evidence":[{"ref":"dinky-admin/src/main/java/org/dinky/service/UserService.java","kind":"path","path":"dinky-admin/src/main/java/org/dinky/service/UserService.java","detail":"deprecated since Mar 2023"},{"ref":"dinky-admin/src/main/java/org/dinky/service/TenantService.java","kind":"path","path":"dinky-admin/src/main/java/org/dinky/service/TenantService.java","detail":"deprecated since Mar 2023"},{"ref":"dinky-admin/src/main/java/org/dinky/service/AlertHistoryService.java","kind":"path","path":"dinky-admin/src/main/java/org/dinky/service/AlertHistoryService.java","detail":"deprecated since Oct 2023"},{"ref":"dinky-admin/src/main/java/org/dinky/service/DataBaseService.java","kind":"path","path":"dinky-admin/src/main/java/org/dinky/service/DataBaseService.java","detail":"deprecated since Oct 2023"},{"ref":"dinky-admin/src/main/java/org/dinky/service/JobInstanceService.java","kind":"path","path":"dinky-admin/src/main/java/org/dinky/service/JobInstanceService.java","detail":"deprecated since Oct 2023"}],"observed":{"older_than_two_years":11,"files_with_deprecations":76},"dimension":"04","rationale":"11 files were marked deprecated over two years ago and still are, the oldest since Mar 2023. A deprecation is a promise to remove. Ask what still depends on these, and whether removing them is scheduled.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"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":"ce7678eaa","kind":"commit","detail":"tag v1.2.5"}],"observed":{"elsewhere":19,"on_branch":13,"tags_in_window":32,"direction_known":true,"later_on_branch":0},"dimension":"04","rationale":"The newest release, v1.2.5, is not on the branch this survey read; the newest release on it is v1.2.0. 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":14,"what_a_person_adds":[{"id":"04.11","kind":"H+","where":"The team","measured":"26 commits landed in the last year, against 197 the year before (-87%).","question":"Is that maintenance mode, a pivot, or fewer people working on it? The count looks the same for all three."},{"id":"04.22","kind":"H+","where":"The data room","measured":"A roadmap file is in the tree (docs/docs/roadmap.md, last changed May 2024).","question":"A file is not a plan. Does it match the roadmap in the data room, and has the team delivered the last one it wrote?"},{"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":"05.3","band":"adequate","layer":"deterministic","title":"118 dependencies float, and no lockfile is committed","signal":"dependency_pinning","weight":"corroborating","context":true,"evidence":[{"ref":"unpinned","kind":"path","path":"dinky-web/package.json","detail":"^0.3.5","line_end":null,"verbatim":true,"line_start":39},{"ref":"unpinned","kind":"path","path":"dinky-web/package.json","detail":"^2.2.1","line_end":null,"verbatim":true,"line_start":40},{"ref":"unpinned","kind":"path","path":"dinky-web/package.json","detail":"^5.3.7","line_end":null,"verbatim":true,"line_start":41},{"ref":"unpinned","kind":"path","path":"dinky-web/package.json","detail":"^2.8.3","line_end":null,"verbatim":true,"line_start":42},{"ref":"unpinned","kind":"path","path":"dinky-web/package.json","detail":"^2.6.3","line_end":null,"verbatim":true,"line_start":43}],"observed":{},"dimension":"05","rationale":"Dependency versions are declared as ranges and no lockfile is committed, so a build today does not necessarily produce what a build last month produced. That matters twice over in a transaction: the thing being bought cannot be reproduced exactly, and a compromised upstream release arrives without anyone choosing to take it.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"05.6","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":"deploy/docker/Dockerfile","detail":"runs as root"}],"observed":{"rootful":1,"dockerfiles":1},"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":"05.25","band":"adequate","layer":"deterministic","title":"1 environment file is committed","signal":"secrets_management_pattern","weight":"corroborating","context":true,"evidence":[{"ref":"deploy/docker/.env","kind":"path","path":"deploy/docker/.env","detail":"committed environment file"}],"observed":{"env_files":1},"dimension":"05","rationale":"deploy/docker/.env is tracked in git. Environment files are where credentials usually live, and committing one usually means nobody decided how secrets reach the running application. Whatever is in it is in the history for good. Check 05.1 says whether it holds anything credential-shaped.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"05.27","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/add-assignees.yml","kind":"path","path":".github/workflows/add-assignees.yml","detail":"action pinned by tag","line_end":28,"line_start":28},{"ref":".github/workflows/auto-realease-ci.yml","kind":"path","path":".github/workflows/auto-realease-ci.yml","detail":"action pinned by tag","line_end":134,"line_start":134}],"observed":{"action_refs":76,"pipe_to_shell":0,"unpinned_third_party":12},"dimension":"05","rationale":"12 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. 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":"05.20","band":"adequate","layer":"deterministic","title":"3 SQL statements built from strings","signal":"sql_from_strings","weight":"corroborating","context":true,"evidence":[{"ref":"dinky-admin/src/main/java/org/flywaydb/core/internal/database/postgresql/PostgreSQLDatabase.java","kind":"path","path":"dinky-admin/src/main/java/org/flywaydb/core/internal/database/postgresql/PostgreSQLDatabase.java","detail":"SQL built from a string","line_end":47,"line_start":47},{"ref":"dinky-client/dinky-client-base/src/main/java/org/dinky/trans/ddl/CreateAggTableOperation.java","kind":"path","path":"dinky-client/dinky-client-base/src/main/java/org/dinky/trans/ddl/CreateAggTableOperation.java","detail":"SQL built from a string","line_end":55,"line_start":55},{"ref":"dinky-connectors/dinky-connector-jdbc-1.14/src/main/java/org/apache/flink/connector/jdbc/dialect/SQLServerDialect.java","kind":"path","path":"dinky-connectors/dinky-connector-jdbc-1.14/src/main/java/org/apache/flink/connector/jdbc/dialect/SQLServerDialect.java","detail":"SQL built from a string","line_end":120,"line_start":120}],"observed":{"files":3,"sites":3,"value_interpolated":0},"dimension":"05","rationale":"3 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":"05.22","band":"adequate","layer":"deterministic","title":"3 deserialisers that can run code","signal":"unsafe_deserialization","weight":"corroborating","context":true,"evidence":[{"ref":"dinky-gateway/src/main/java/org/dinky/gateway/yarn/YarnGateway.java","kind":"path","path":"dinky-gateway/src/main/java/org/dinky/gateway/yarn/YarnGateway.java","detail":"code-executing deserialiser","line_end":527,"line_start":527},{"ref":"dinky-sandbox/dinky-sandbox-base/src/main/java/org/dinky/sandbox/socket/SocketClient.java","kind":"path","path":"dinky-sandbox/dinky-sandbox-base/src/main/java/org/dinky/sandbox/socket/SocketClient.java","detail":"code-executing deserialiser","line_end":60,"line_start":60},{"ref":"dinky-sandbox/dinky-sandbox-base/src/main/java/org/dinky/sandbox/socket/SocketDataProcessor.java","kind":"path","path":"dinky-sandbox/dinky-sandbox-base/src/main/java/org/dinky/sandbox/socket/SocketDataProcessor.java","detail":"code-executing deserialiser","line_end":58,"line_start":58}],"observed":{"sites":3},"dimension":"05","rationale":"3 places read data with a deserialiser that executes what it reads (Java object streams). 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":"05.65","band":"adequate","layer":"deterministic","title":"5 advisories against this project in the last 24 months, 2 high or critical","signal":"advisory_record","weight":"corroborating","context":true,"evidence":[{"ref":"CVE-2026-70558","kind":"advisory","detail":"2026-08-06: CVE-2026-70558 (critical): Dinky's POST /download/uploadFromRsByLocal handler passes the caller-supplied path parameter directly to new File(path) and file.transferTo(dest) with no path v"},{"ref":"CVE-2026-70559","kind":"advisory","detail":"2026-08-06: CVE-2026-70559 (high): Dinky's SysConfigController.getAll() handler for GET /api/sysConfig/getAll carries a method-level @SaIgnore annotation that short-circuits the class-level @SaCh"},{"ref":"CVE-2026-3051","kind":"advisory","detail":"2026-02-24: CVE-2026-3051 (low): A vulnerability has been found in DataLinkDC dinky up to 1.2.5. The affected element is the function getProjectDir of the file dinky-admin/src/main/java/org/din"},{"ref":"CVE-2026-3052","kind":"advisory","detail":"2026-02-24: CVE-2026-3052 (low): A vulnerability was found in DataLinkDC dinky up to 1.2.5. The impacted element is the function proxyUba of the file dinky-admin/src/main/java/org/dinky/control"},{"ref":"CVE-2026-3053","kind":"advisory","detail":"2026-02-24: CVE-2026-3053 (moderate): A vulnerability was determined in DataLinkDC dinky up to 1.2.5. This affects the function addInterceptors of the file dinky-admin/src/main/java/org/dinky/config"}],"observed":{"newest":"2026-08-06","critical":1,"affecting":0,"could_not_tell":5,"last_24_months":5,"sources_failed":[],"known_exploited":0,"high_or_critical":2},"dimension":"05","rationale":"The newest was published on 2026-08-06. 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 5 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 1.2.0. Answer lives in: the release you run, set against each fixed 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":24,"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":"05.36","kind":"H+","where":"The cloud console","measured":"Infrastructure code (deploy/kubernetes/helm/dinky/Chart.yaml) last changed 29 months before the newest commit, while 385 commits landed.","question":"Is the infrastructure now changed by hand? 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