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Whatever happened before that commit happened somewhere this repository cannot show you, so the early history is not available as evidence of how the system was designed."},{"id":"01.6","band":"adequate","layer":"deterministic","title":"pkg/pipeline/DeploymentPipelineConfigService.go is 3,263 lines, 62× this codebase's median file","signal":"oversized_modules","weight":"corroborating","context":true,"evidence":[{"ref":"line-count","kind":"path","path":"pkg/pipeline/DeploymentPipelineConfigService.go","detail":"3,263 lines (62× median)","line_end":3263,"line_start":1},{"ref":"line-count","kind":"path","path":"pkg/pipeline/CiCdPipelineOrchestrator.go","detail":"2,706 lines (52× median)","line_end":2706,"line_start":1},{"ref":"line-count","kind":"path","path":"api/restHandler/app/pipeline/configure/DeploymentPipelineRestHandler.go","detail":"2,540 lines (48× median)","line_end":2540,"line_start":1},{"ref":"line-count","kind":"path","path":"api/restHandler/CoreAppRestHandler.go","detail":"2,469 lines (47× median)","line_end":2469,"line_start":1},{"ref":"line-count","kind":"path","path":"pkg/plugin/GlobalPluginService.go","detail":"2,402 lines (46× median)","line_end":2402,"line_start":1}],"observed":{"largest":3263,"library":{"n":382,"share":63,"value":62.8,"cutoff":138.63,"material":false,"percentile":85},"threshold":1000,"files_over":40,"median_lines":52},"dimension":"01","rationale":"The median source file here is 52 lines. 40 files exceed 1,000 lines, the largest being 3,263. 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":"vendor/sigs.k8s.io/kustomize/kyaml/openapi/kubernetesapi/v1_21_2/swagger.pb","kind":"path","path":"vendor/sigs.k8s.io/kustomize/kyaml/openapi/kubernetesapi/v1_21_2/swagger.pb","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":10,"what_a_person_adds":[{"id":"01.38","kind":"H+","where":"The team","measured":"No architecture or design document is in the tree, across 13,516 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":[],"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? 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Ask whether the work they did is still covered."}],"signals_run":10,"conclusive_signals":10,"what_a_person_adds":[{"id":"03.29","kind":"H+","where":"The deal terms","measured":"119 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":"contrib-chart/ (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":"04.3","band":"adequate","layer":"deterministic","title":"98 direct dependencies in a single manifest","signal":"dependency_sprawl","weight":"corroborating","evidence":[{"ref":"direct-dependencies","kind":"path","path":"go.mod","detail":"98 declared"}],"observed":{"set_aside":{},"by_manifest":{"go.mod":98}},"dimension":"04","rationale":"go.mod declares 98 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":"04.17","band":"adequate","layer":"deterministic","title":"2 pinned runtimes are past end of life","signal":"eol_runtime","weight":"corroborating","context":true,"evidence":[{"ref":"sample-docker-templates/go/Dockerfile","kind":"path","path":"sample-docker-templates/go/Dockerfile","detail":"Go 1.22, end of life 2025-02-11"},{"ref":"Dockerfile","kind":"path","path":"Dockerfile","detail":"Go 1.25, end of life 2026-08-11"}],"observed":{"pinned":["go 1.22","go 1.25","node 22","python 3.13"],"eol_as_of":"2026-09-24"},"dimension":"04","rationale":"The code is pinned to Go 1.22 (end of life 2025-02-11); Go 1.25 (end of life 2026-08-11). None of these receives security fixes any more; the first stopped on 2025-02-11. Moving off an unsupported runtime is rarely a one-line change, so a buyer should ask whether the upgrade is planned and what it touches.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"04.19","band":"adequate","layer":"deterministic","title":"11% of bug fixes add or change a test","signal":"fixes_with_tests","weight":"corroborating","evidence":[{"ref":"fix commits touching tests","kind":"metric","detail":"34 of 321"}],"observed":{"fixes":321,"share":0.106,"with_tests":34},"dimension":"04","rationale":"Of 321 fixes in the last 24 months, 34 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":"17 files still carry code deprecated more than two years ago","signal":"deprecations_lingering","weight":"corroborating","context":true,"evidence":[{"ref":"vendor/cloud.google.com/go/compute/metadata/metadata.go","kind":"path","path":"vendor/cloud.google.com/go/compute/metadata/metadata.go","detail":"deprecated since Aug 2024"},{"ref":"vendor/github.com/aws/aws-sdk-go/aws/endpoints/defaults.go","kind":"path","path":"vendor/github.com/aws/aws-sdk-go/aws/endpoints/defaults.go","detail":"deprecated since Sep 2024"},{"ref":"vendor/k8s.io/api/core/v1/types.go","kind":"path","path":"vendor/k8s.io/api/core/v1/types.go","detail":"deprecated since Sep 2024"},{"ref":"vendor/k8s.io/api/core/v1/types_swagger_doc_generated.go","kind":"path","path":"vendor/k8s.io/api/core/v1/types_swagger_doc_generated.go","detail":"deprecated since Sep 2024"},{"ref":"vendor/k8s.io/client-go/util/workqueue/delaying_queue.go","kind":"path","path":"vendor/k8s.io/client-go/util/workqueue/delaying_queue.go","detail":"deprecated since Sep 2024"}],"observed":{"older_than_two_years":17,"files_with_deprecations":387},"dimension":"04","rationale":"17 files were marked deprecated over two years ago and still are, the oldest since Aug 2024. 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."}],"signals_run":19,"conclusive_signals":14,"what_a_person_adds":[{"id":"04.11","kind":"H+","where":"The team","measured":"143 commits landed in the last year, against 1,123 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":"04.32","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":"05.27","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/chart-sync.yaml","kind":"path","path":".github/workflows/chart-sync.yaml","detail":"action pinned by tag","line_end":25,"line_start":25},{"ref":".github/workflows/helm-chart-lint.yaml","kind":"path","path":".github/workflows/helm-chart-lint.yaml","detail":"action pinned by tag","line_end":15,"line_start":15}],"observed":{"action_refs":17,"pipe_to_shell":0,"unpinned_third_party":5},"dimension":"05","rationale":"5 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":"05.13","band":"adequate","layer":"deterministic","title":"2 outbound calls can wait forever","signal":"outbound_timeouts","weight":"corroborating","context":true,"evidence":[{"ref":"util/HttpUtil.go","kind":"path","path":"util/HttpUtil.go","detail":"outbound call without a timeout","line_end":46,"line_start":46},{"ref":"util/helper.go","kind":"path","path":"util/helper.go","detail":"outbound call without a timeout","line_end":150,"line_start":150}],"observed":{"calls_without_timeout":2},"dimension":"05","rationale":"2 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":"1 SQL statement built from strings","signal":"sql_from_strings","weight":"corroborating","context":true,"evidence":[{"ref":"internal/sql/repository/dockerRegistry/DockerArtifactStoreRepository.go","kind":"path","path":"internal/sql/repository/dockerRegistry/DockerArtifactStoreRepository.go","detail":"SQL built from a string","line_end":218,"line_start":218}],"observed":{"files":1,"sites":1,"value_interpolated":1},"dimension":"05","rationale":"1 places in product code build SQL by formatting or joining strings rather than passing parameters. 1 of them put a value into the string; in the rest, what the code shows going in is a table or column name, a constant, or something the line does not show. 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":"05.26","band":"adequate","layer":"deterministic","title":"14 locked dependencies have published vulnerabilities, 19 high or critical in what ships","signal":"known_vulnerabilities","weight":"corroborating","evidence":[{"ref":"go.mod","kind":"path","path":"go.mod","detail":"github.com/argoproj/argo-cd/v2 v2.14.20: GHSA-fmxq-cgp8-87wp (critical)"},{"ref":"go.mod","kind":"path","path":"go.mod","detail":"github.com/argoproj/argo-workflows/v3 v3.5.13: GHSA-3775-99mw-8rp4 (high), fixed in 3.7.14"},{"ref":"go.mod","kind":"path","path":"go.mod","detail":"github.com/getkin/kin-openapi v0.132.0: GHSA-74vm-87hj-r66f (high), fixed in 0.146.0"}],"observed":{"advisories":35,"dependencies":319,"high_or_critical":20,"pinned_to_a_commit":1,"ecosystems_not_read":[],"vulnerable_packages":14,"set_aside_not_imported":28,"high_or_critical_shipping":19},"unproven":true,"dimension":"05","rationale":"14 of 319 locked dependencies match 35 published advisories in OSV, 20 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":"05.45","band":"adequate","layer":"deterministic","title":"1 workload setting can give a container the host, behind a chart value or in a stack built from source","signal":"privileged_workloads","weight":"corroborating","evidence":[{"ref":"contrib-chart/reference-chart_3-11-0/templates/deployment.yaml","kind":"path","path":"contrib-chart/reference-chart_3-11-0/templates/deployment.yaml","detail":"host access behind a setting or in a local stack","line_end":138,"line_start":138}],"observed":{"sites":0,"behind_a_setting_or_built_here":1},"dimension":"05","rationale":"1 places run a container privileged or in the host's namespaces only when a Helm value switches them on, or in a compose file that builds the product from this repository, which is how it is developed rather than how it ships. Neither is on by default in what ships. Ask whether production sets the value or runs that stack."},{"id":"05.65","band":"adequate","layer":"deterministic","title":"3 advisories against this project in the last 24 months, 3 high or critical","signal":"advisory_record","weight":"corroborating","evidence":[{"ref":"CVE-2026-82882","kind":"advisory","detail":"2026-08-31: CVE-2026-82882 (high): Devtron through 2.2.0 fails to enforce authorization checks on the GET /orchestrator/api-token/webhook endpoint, allowing authenticated users to retrieve admin "},{"ref":"GO-2026-4416","kind":"advisory","detail":"2026-02-04: GO-2026-4416 (critical): Devtron Attributes API Unauthorized Access Leading to API Token Signing Key Leakage in github.com/devtron-labs/devtron"},{"ref":"GHSA-q78v-cv36-8fxj","kind":"advisory","detail":"2024-11-07: GHSA-q78v-cv36-8fxj (high), fixed in 0.7.2: Devtron has SQL Injection in CreateUser API"}],"observed":{"newest":"2026-08-31","critical":1,"affecting":1,"could_not_tell":1,"last_24_months":3,"sources_failed":[],"known_exploited":0,"high_or_critical":3},"dimension":"05","rationale":"The newest was published on 2026-08-31. A project that publishes advisories is telling its users about its fixes, and the count and pace say how much security work it carries."}],"signals_run":34,"conclusive_signals":27,"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? Deleting it from the code revokes nothing; only the provider's audit log shows that it was."},{"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":"06.9","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":"06.18","band":"adequate","layer":"deterministic","title":"9 of 78 deployed images carry no version, or `latest`","signal":"deployed_image_floats","weight":"corroborating","context":true,"evidence":[{"ref":"charts/devtron/values.yaml","kind":"path","path":"charts/devtron/values.yaml","detail":"image without a version","line_end":47,"line_start":47},{"ref":"charts/devtron/values.yaml","kind":"path","path":"charts/devtron/values.yaml","detail":"image without a version","line_end":246,"line_start":246},{"ref":"charts/devtron/templates/migrator.yaml","kind":"path","path":"charts/devtron/templates/migrator.yaml","detail":"image without a version","line_end":682,"line_start":682}],"observed":{"images":78,"floating":9},"dimension":"06","rationale":"9 images in the deployment configuration are named without a version or as `latest`. A redeploy can change the software without a commit, a rollback has nothing to roll back to, and nobody can say from the repository what is running.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"06.14","band":"adequate","layer":"deterministic","title":"Readiness and liveness probes are identical in 19 of 20 workloads","signal":"probes_identical","weight":"corroborating","evidence":[{"ref":"charts/devtron/templates/athena-api.yaml","kind":"path","path":"charts/devtron/templates/athena-api.yaml","detail":"same probe endpoint twice"},{"ref":"charts/devtron/templates/casbin.yaml","kind":"path","path":"charts/devtron/templates/casbin.yaml","detail":"same probe endpoint twice"},{"ref":"charts/devtron/templates/dashboard.yaml","kind":"path","path":"charts/devtron/templates/dashboard.yaml","detail":"same probe endpoint twice"}],"observed":{"identical":19,"workloads_with_both":20},"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."},{"id":"06.17","band":"adequate","layer":"deterministic","title":"The code branches on the environment's name at 47 places","signal":"environment_branching","weight":"corroborating","context":true,"evidence":[{"ref":"internal/sql/repository/AppListingRepository.go","kind":"path","path":"internal/sql/repository/AppListingRepository.go","detail":"branch on the environment name","line_end":52,"line_start":52},{"ref":"internal/sql/repository/AppListingRepository.go","kind":"path","path":"internal/sql/repository/AppListingRepository.go","detail":"branch on the environment name","line_end":549,"line_start":549},{"ref":"internal/sql/repository/AppListingRepository.go","kind":"path","path":"internal/sql/repository/AppListingRepository.go","detail":"branch on the environment name","line_end":555,"line_start":555}],"observed":{"sites":47},"dimension":"06","rationale":"47 places outside configuration test whether they are running in production or staging. Staging then does not exercise production's code, and each deploy is the first run of those branches. Differences belong in configuration the code reads, not in the code.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"06.34","band":"adequate","layer":"deterministic","title":"Schema migrations run every time a container starts","signal":"migrate_on_start","weight":"corroborating","evidence":[{"ref":"sample-docker-templates/django/start-server.sh","kind":"path","path":"sample-docker-templates/django/start-server.sh","detail":"migration in the start command","line_end":4,"line_start":4}],"observed":{"sites":1,"scaled":true},"dimension":"06","rationale":"The start command runs the database migration and then the server, and the deployment runs more than one replica. Replicas race to migrate, a rollback cannot undo the schema, and a failed migration takes the service down with it. 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