Borehole · Risk register · free tier
seldonio/seldon-core
Free reading: not for reliance
Borehole badge for seldonio/seldon-core
402619e · 1,278 commits · 2,391 files
Issued 2026-11-03

BUSL-1.1 since 2024-01-16: source available, not open source; production use restricted until the change date.

103 checks ran across 6 assessable dimensions. 2 findings are worth checking first. 17 findings, each with evidence. One dimension cannot be assessed without an acquirer.

What matters most
  • 05.60 BUSL-1.1 since 2024-01-16: source available, not open source; production use restricted until the change date
What the repository says about itself
  • 04.62 Releases are cut from another branch than the one surveyed
  • 05.66 The licence is BUSL-1.1: source available, not open source LICENSE:1
  • 05.60 Relicensed: Apache-2.0 → BUSL-1.1 (2024-01-16) LICENSE
Worth checking first

Borehole's proprietary scoring is calibrated across hundreds of repositories. Each finding here reads significant, but its check has not yet held up often enough in that calibration to rate significant on its own. If one holds when someone checks it, it is significant.

  • 05.26 7 locked dependencies have published vulnerabilities, 4 high or critical in what ships
  • 05.45 15 workload settings give a container the host
What this survey read. This commit may not be the product users run: The newest release, v2.10.2, is not on the branch this survey read. Read this report as describing that commit, not the release users run. Survey the release branch or tag as well.
Published under today's rules. The verification code attests to this reading as it was stored. This page differs from it as follows.
  • Words about people are today's: bands rather than exact shares, dates or day counts, and what the history measured rather than why.
  • 3 findings from checks Borehole's calibration found wrong more often than right are no longer published.
strong adequate significant findings not assessable from a repository
Provenance disclosure does not affect any rating
0% of the code standing today was written in AI-declared commits
0% of lines still in the tree 0 of 897,715 0% of lines ever added these differ when early hand-written code has since been replaced
0% of lines added in the last 12 months (since 2025-11-03) arrived in AI-declared commits: 0/43 commits, confidence low. Also a floor.
0/1,267 commits declaring an agent
confidence: moderate
  • 22% of non-merge commits carry any trailer at all
  • low trailer coverage: the convention may not be in consistent use
  • no widespread author/committer date divergence
  • deep scan blamed 2,315 of 2,316 counted files
74,291 lines excluded as lockfiles, vendored or generated.
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.

Architecture & Codebase — including AI provenance

01 · strong · ratings ↑
A note that does not affect this rating
01.6

apis/mlops/v2_dataplane/schema_registry/kotlin/io/seldon/mlops/inference_schema/InferRequest.java is 9,064 lines, 75× this codebase's median file

adequate

The median source file here is 120 lines. 5 files exceed 1,200 lines, the largest being 9,064. 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.

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.

Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

Engineering Process & SDLC Maturity

02 · adequate · ratings ↑
02.24

7% of recent commits change more than 2,000 lines

adequate

24 of 348 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.

Evidence
git log --numstat 24 commits over 2,000 lines
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

Organization & Key-Person Risk

03 · adequate · ratings ↑
03.5

The contributor who wrote a quarter or more of this has not committed here for more than three years

adequate

One person authored a quarter or more of 1,036 commits and has not committed here for more than three years, while the repository has kept moving. The concentration figure alone would not show this. Whoever is changing this code now is not the person who wrote most of it, which is the situation an acquirer is usually told they are avoiding. The history shows only that no commits of theirs landed here, not why.

Evidence
last-commit-by-top-author last commit more than three years ago, measured to the survey
git shortlog -sn top author a quarter or more of 1,036 commits
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

Product & Engineering Maturity

04 · strong · ratings ↑
Notes that do not affect this rating
04.17

Go 1.24 is past end of life

adequate

The code is pinned to Go 1.24 (end of life 2026-02-10). None of these receives security fixes any more; the first stopped on 2026-02-10. 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.

A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated.

Evidence
operator/Dockerfile operator/Dockerfile — Go 1.24, end of life 2026-02-10
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

04.38

6 files still carry code deprecated more than two years ago

adequate

6 files were marked deprecated over two years ago and still are, the oldest since Jan 2022. A deprecation is a promise to remove. Ask what still depends on these, and whether removing them is scheduled.

A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated.

Evidence
scheduler/pkg/agent/repository/triton/config/model_config.pb.go scheduler/pkg/agent/repository/triton/config/model_config.pb.go — deprecated since Jan 2022
apis/mlops/v2_dataplane/kotlin/io/seldon/mlops/inference/v2/V2Dataplane.java apis/mlops/v2_dataplane/kotlin/io/seldon/mlops/inference/v2/V2Dataplane.java — deprecated since Mar 2022
apis/mlops/chainer/kotlin/io/seldon/mlops/chainer/ChainerOuterClass.java apis/mlops/chainer/kotlin/io/seldon/mlops/chainer/ChainerOuterClass.java — deprecated since Mar 2022
apis/go/mlops/agent/agent.pb.go apis/go/mlops/agent/agent.pb.go — deprecated since Sep 2022
apis/go/mlops/scheduler/scheduler.pb.go apis/go/mlops/scheduler/scheduler.pb.go — deprecated since Jan 2023
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

04.62

Releases are cut from another branch than the one surveyed

adequate

The newest release, v2.10.2, is not on the branch this survey read. The shipped product may differ from what this report describes. Survey the release branch too.

A note that does not affect this rating: notes like it are common in well-run projects.

Evidence
8ca3c3c74 tag v2.10.2
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

Security & Reliability Posture

05 · adequate · ratings ↑
05.26

7 locked dependencies have published vulnerabilities, 4 high or critical in what ships

adequate worth checking first

7 of 170 locked dependencies match 9 published advisories in OSV, 4 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.

The check that found this reads significant, but it has not yet held up often enough in Borehole's calibration to rate a finding significant on its own. Opening apis/go/go.mod and the 1 other file it cites settles it. If it holds when someone checks it, this finding is significant.

Evidence
apis/go/go.mod apis/go/go.mod — google.golang.org/grpc v1.73.0: GHSA-p77j-4mvh-x3m3 (critical), fixed in 1.79.3
scheduler/go.mod scheduler/go.mod — go.opentelemetry.io/otel v1.37.0: GHSA-mh2q-q3fh-2475 (high), fixed in 1.41.0
scheduler/go.mod scheduler/go.mod — go.opentelemetry.io/otel/sdk v1.37.0: GHSA-9h8m-3fm2-qjrq (high), fixed in 1.40.0
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

05.45

15 workload settings give a container the host

adequate worth checking first

15 places in the deployment configuration run a container privileged or in the host's network, process or IPC namespace. A compromise of that container is a compromise of the machine, and most acquirers' security reviews block it. Node agents (network, storage, monitoring) are excluded.

The check that found this reads significant, but it has not yet held up often enough in Borehole's calibration to rate a finding significant on its own. Opening scheduler/all-host-network.yaml:6 settles it. If it holds when someone checks it, this finding is significant.

Evidence
scheduler/all-host-network.yaml scheduler/all-host-network.yaml:6 — privileged or host namespace
scheduler/all-host-network.yaml scheduler/all-host-network.yaml:30 — privileged or host namespace
scheduler/all-host-network.yaml scheduler/all-host-network.yaml:56 — privileged or host namespace
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

Notes that do not affect this rating
05.3

9 dependencies float, and no lockfile is committed

adequate

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.

A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated.

Evidence
unpinned ansible/requirements.txt:1 — >=6.7.0,<8.0.0
unpinned ansible/requirements.txt:2 — >=5.0.0,<7.0.0
unpinned ansible/requirements.txt:3 — >=26.1.0,<27.0.0
unpinned samples/examples/huggingface/requirements.txt:1 — any version
unpinned samples/examples/huggingface/requirements.txt:2 — any version
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

05.27

The build runs third-party code it does not pin

adequate

9 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.

A note that does not affect this rating: notes like it are common in well-run projects.

Evidence
.github/workflows/changelog.yml .github/workflows/changelog.yml:18 — action pinned by tag
.github/workflows/changelog.yml .github/workflows/changelog.yml:26 — action pinned by tag
.github/workflows/draft-release.yml .github/workflows/draft-release.yml:84 — download piped into a shell
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

05.13

2 outbound calls can wait forever

adequate

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.

A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated.

Evidence
scheduler/cmd/pipelinegateway/main.go scheduler/cmd/pipelinegateway/main.go:358 — outbound call without a timeout
scheduler/pkg/agent/internal/testing_utils/rest_client.go scheduler/pkg/agent/internal/testing_utils/rest_client.go:168 — outbound call without a timeout
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

05.66

The licence is BUSL-1.1: source available, not open source

adequate

LICENSE grants BUSL-1.1: source available, not open source; production use restricted until the change date. The reading comes from the licence's own title and clauses. Whether the terms fit the buyer's intended use, and whether any paid licence transfers with the code, is a question for counsel and the licensor.

A note that does not affect this rating: it names the project's licence, a fact for the first screen rather than a weakness.

Evidence
LICENSE LICENSE:1 — 51 lines, BUSL-1.1
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

05.60

Relicensed: Apache-2.0 → BUSL-1.1 (2024-01-16)

adequate

The root licence changed 1 time(s). The latest terms restrict what users, hosts or a buyer may do in ways the earlier ones did not. Code taken under the old terms stays under them, so both matter in diligence.

A note that does not affect this rating: a licence change is a fact for the first screen, and only a narrowing of rights within two years of the surveyed commit costs "strong".

Evidence
f402ad0ff LICENSE — Apache-2.0 from 2022-10-28
acc55f093 LICENSE — BUSL-1.1 from 2024-01-16
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

Observability & Operations

06 · adequate · ratings ↑
06.14

Readiness and liveness probes are identical in 4 of 13 workloads

adequate

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.

Evidence
operator/config/serverconfigs-experimental/mlserver.yaml operator/config/serverconfigs-experimental/mlserver.yaml — same probe endpoint twice
operator/config/serverconfigs-experimental/triton.yaml operator/config/serverconfigs-experimental/triton.yaml — same probe endpoint twice
operator/config/serverconfigs/mlserver.yaml operator/config/serverconfigs/mlserver.yaml — same probe endpoint twice
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

Notes that do not affect this rating
06.9

No error reporter is wired in

adequate

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.

A note that does not affect this rating: notes like it are common in well-run projects.

Evidence
error reporting no error reporter initialised
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

06.18

17 of 21 deployed images carry no version, or `latest`

adequate

17 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.

A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated.

Evidence
hodometer/k8s/deployment.yaml hodometer/k8s/deployment.yaml:23 — image without a version
k8s/yaml/components.yaml k8s/yaml/components.yaml:310 — image without a version
k8s/yaml/components.yaml k8s/yaml/components.yaml:466 — image without a version
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

06.33

9 of 13 deployments run a single replica

adequate

9 deployments set `replicas: 1`, and nothing (an autoscaler, a disruption budget) adds more. Every deploy and every node drain is downtime, and the availability the buyer inherits has a ceiling.

A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated.

Evidence
hodometer/k8s/deployment.yaml hodometer/k8s/deployment.yaml — replicas: 1
k8s/yaml/components.yaml k8s/yaml/components.yaml — replicas: 1
operator/config/manager/manager.yaml operator/config/manager/manager.yaml — replicas: 1
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

Fit with the Acquirer

07 · not assessable · ratings ↑

Not rated: structurally not assessable from a repository. What a person adds here.

Check it on the running system

11 checks against the running system follow from the findings above: what a buyer's engineer will try, how to run it first, and what to have ready. A paid survey of this repository includes them. See the tiers.

A paid survey of a public repository is also reviewed: a language model reads each finding against the code and withdraws only findings it judges the code contradicts, each listed with its reason. The review is a language model's reading of the findings against the code, and it can be wrong. It never adds a finding, never raises a band, and never removes a finding from a proven check or an advisory that affects the surveyed version.

What a person adds

The survey reads what the repository can show. The code cannot settle these questions, and on them this report states nothing. Each says where its answer lives: your own engineer, the company, or an assessor you choose can settle it. Questions marked measured open with something this repository shows.

Architecture & Codebase — including AI provenance

01 · full coverage
  1. measured The tree carries design documentation (scheduler/docs/design.md and 1 more). Does it match what the team believes today? Ask them to walk through it against the code. Answer lives in: The team01.38
  2. Is the architecture right for the next three years of the product? Answer lives in: Your architects, with the product roadmap01.39
  3. Were the home-grown components reasonable choices when they were made, and are they now? Answer lives in: The team's reasoning at the time01.40

Engineering Process & SDLC Maturity

02 · high coverage
  1. Is review real or a rubber stamp? Comment depth and time to approve need the pull request history. Answer lives in: The code host's pull request data02.32
  2. Is delivery planned and measured, or heroic? Answer lives in: The issue tracker: backlog, sprint history, estimate accuracy02.38
  3. How are incidents run, reviewed and learned from? Answer lives in: Tickets, chat and postmortems02.37

Organization & Key-Person Risk

03 · partial coverage
  1. measured 40 people have committed here. Which of them are you acquiring, and which are you replacing? Answer lives in: The deal terms03.29
  2. measured service-meshes/ (less than a quarter of the files) has not changed in 18 months while the rest of the repository moved. Is that code finished, or abandoned, and who still knows how it works? Answer lives in: The team03.22
  3. Who mentors whom, and would that survive a departure? Answer lives in: The team; review history only suggests candidates03.28
  4. Can the team grow, and who stands behind the top three contributors? Answer lives in: Recruiting data and the org chart03.30
  5. Is the seniority mix sound, and will pay survive your salary bands? Answer lives in: HR data03.31
  6. Is the pace sustainable? Commit times cannot say: git keeps no reliable local time. Answer lives in: Interviews and on-call history03.14
  7. Does the team want to stay after close? Answer lives in: Interviews03.32
  8. How are decisions made and disagreements resolved? Answer lives in: Time with the team03.33

Product & Engineering Maturity

04 · minimal coverage
  1. Can this team deliver the stated roadmap on the stated timeline? Answer lives in: The data room and the team's record of estimates04.32
  2. Does leadership know about the debt, and is time budgeted to repay it? Answer lives in: Budget and roadmap decisions04.31
  3. Is the engineering shape consistent with the commercial story? Answer lives in: Revenue, customer and churn data04.33

Security & Reliability Posture

05 · partial coverage
  1. measured No threat model is in the tree of what looks like a running service. Does one exist elsewhere, and who owns it? Answer lives in: The security owner05.43
  2. What has actually broken, how often, and how badly? Answer lives in: Ticketing and chat05.41
  3. What did external testing find, and was it fixed? Answer lives in: Reports in the data room05.42
  4. What is the SOC 2, ISO 27001 or GDPR status, and where is the evidence? Answer lives in: Audit reports; policy files in the tree are not evidence05.44

Observability & Operations

06 · partial coverage
  1. measured Nothing in the tree backs up or restores data. How is data backed up, and has a restore ever been rehearsed? Answer lives in: The operations team06.19
  2. measured No alert rule is defined in the repository. Where are alerts defined, who receives them, and when did one last fire? Answer lives in: The alerting tool and the on-call rota06.10
  3. Are the dashboards opened, the alerts acknowledged and the pages answered? Answer lives in: Pager history and dashboard logs06.29
  4. Are the service-level objectives actually met? Answer lives in: Production metrics06.30
  5. Who carries the pager, and how often does it go off? Answer lives in: Pager exports and interviews06.31
  6. What does it cost to run, and how much headroom is there? Answer lives in: Cloud billing and capacity plans06.32

Fit with the Acquirer

07 · none coverage

Not rated: structurally not assessable from a repository.

  1. This is primarily a Go codebase, with Kotlin alongside (19% of source files). Does your engineering organisation already run Go in production, or would this be the first? 07.1
  2. The bulk of this system sits in scheduler/, k8s/, operator/. Which of your existing systems would each of those have to absorb or replace? 07.10
  3. The repository carries deployment configuration (components/tls/pkg/k8s/utils.go and 130 more). Does that match your deployment and on-call model, or does it need rehosting first? 07.2
  4. 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?
  5. Which of these systems duplicate yours, and which get retired? Answer lives in: Your architecture07.11
  6. What will integration cost, and in what order? Answer lives in: The engagement07.12
  7. Where does the team land in your organisation, and who reports to whom? Answer lives in: Your org design07.13
  8. Are there earn-outs, retention packages or contractor IP to assign? Answer lives in: Deal terms07.14
  9. Do customer contracts limit hosting, regions or vendors? Answer lives in: Customer contracts07.15

A human assessment is Borehole's own paid service, €12,000+ (total price is determined per engagement; travel billed at cost). It is not independent of this report: the same business produced both. It is a separate contract, with its own scope, terms and reliance.

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Rejection log — 86 signals that ran and did not fire

Appendix: rejection log — 86 signals that ran and did not fire

Published on purpose. A signal that looked and decided not to fire has told you something, and this is the calibration data behind every threshold above.

Looked, and found nothing — 69

SignalWhat it found
04.hotspot_concentration change is spread across the codebase rather than pooling in a few filesfiles 2,999 · top5 share 0.033
04.debt_markers debt markers are sparsemarkers 227 · per kloc 0.71 · lines read 320,797
04.dependency_sprawl direct dependency counts are unremarkable
04.test_growth test effort kept pace with code writtenlate test per code 0.64 · early test per code 0.372
04.churn_trend rework is not rising against new worklate delete per insert 0.334 · early delete per insert 0.224
04.fixes_with_tests fixes usually come with a testfixes 168 · share 0.494 · with tests 83
04.fix_share_trend fixing is not crowding out building
04.compat_layers little code is kept for the old wayshare 0.0 · code files 435 · compat files 0
06.telemetry_presence a telemetry or error-reporting library is referencednote presence only; whether anyone watches it is not visible here · matches 56
06.structured_logging a structured logging library is referencedmatches 169
06.healthcheck_presence a health or readiness check is defined
06.telemetry_depth the service is visible in more than one way
06.print_logging raw prints are few, or outnumbered by logger callsprints 2 · logger calls 806
06.correlation_ids a request can be followed through the logstracing True · request id sites 20
06.usage_reporting_default the product's code names no reporting hostsettings on 0 · settings off 0
06.environment_branching environment differences live in configurationsites 0
06.release_markers releases are markedtags last year 41 · release commits 0 · changelog commits 4
06.migrate_on_start migrations do not run at container start
03.contributor_concentration no single contributor dominates the last 24 monthsyears 4.4 · window last 24 months · authors 40
03.active_contributors more than one contributor active in the trailing yearall time 40 · active 12mo 6
03.knowledge_silos every substantial directory has been touched by more than one personauthors 40 · directories 7
03.drive_by_contributors a healthy share of contributors committed more than onceshare 0.275 · authors 40 · one commit authors 11
03.critical_path_ownership more than one person changes the critical pathsauthors 16
03.bus_factor_trend the team has not narrowed to one person
03.joiners_and_leavers the team is not shrinkingleft 1 · joined 4 · regular last year 9
02.merge_discipline a meaningful share of recent change carries evidence of reviewmerges 0 · window last 24 months · with tracked 0
02.ci_presence CI configuration is present in the working treecount 9
02.test_presence tests are present in a normal proportion to sourcetests 255 · source 629 · test ratio 0.405
02.release_cadence tags are presenttags 200
02.conventional_commits commit subjects generally carry contentsampled 1,267 · low content share 0.008
02.branch_protection_hints process scaffolding is present in the repository
02.skipped_tests few tests are switched offfocused 0 · skipped 0 · test files 333
02.ci_test_gating no test run in CI is written so that it cannot failconfigs 9
02.revert_share change is rarely undoneshare 0.003 · reverts 1 · recent commits 386
02.dependency_update_cadence dependencies move with the codelockfiles 8 · commits since 15 · days since lockfile changed 35
02.flaky_test_markers tests are not retried until they passtest retries 0 · suite retries 0
02.lint_in_build a linter or formatter runs in the buildwired 9 · ci configs 9 · product files 435
01.burst_import no commit run met both the rate and the net-addition thresholdgap seconds 180 · min add ratio 3.0 · min net added 2,000
01.initial_dump first commit is not a disproportionate share of the codebaseinsertions 11,661 · share of insertions 0.0082
01.message_uniformity commit subjects vary in wording and lengthlength stdev 20.54 · repeat share 0.009
01.revision_depth most files were revisited after they were first writtenfiles seen 1,297 · write once share 0.412
01.swallowed_errors errors are rarely thrown awayloc 322,460 · files 1 · per kloc 0.0
01.build_reproducibility every base image names a versionfloating 0 · from lines 2
01.unfinished_migration no language migration is stalled halfway
01.weights_in_git no model weights are committedfiles 0
05.committed_secrets no credential-shaped strings outside test and fixture pathsnote the working tree only; the history is 05.5 · patterns 8 · files read 1,894
05.security_guardrails at least one standard guard rail is configured
05.license_present a licence file is presentfound True
05.container_runs_as_root every shipped Dockerfile drops to a non-root user or builds on a non-root base imagedockerfiles 1
05.secrets_management_pattern no environment file is committed outside tests and examplesenv files 0
05.sql_from_strings no SQL is assembled from strings in product codefiles 0 · sites 0 · value interpolated 0
05.shell_from_strings product code does not build shell commands from stringssites 0
05.unsafe_deserialization no code-executing deserialiser in product codesites 0
05.tls_verification_off no TLS verification is switched off in product codefiles 0 · sites 0 · pinned instead 0
05.resource_limits every workload declares limitsworkloads 13 · without limits 0
05.credentials_in_deploy_config deployment configuration references secrets, never holds themfiles 0 · sites 0
05.signing_material no signing keystore or profile is committedfiles 0
05.license_vendored_unlicensed no vendored third-party code is committedcomponents 0
05.committed_native_libraries no widely used compiled library is committed to the productlibraries 0
04.dependency_churn few dependencies were added and dropped within 60 daysdependencies seen 257 · added in two years 61 · removed within 60 days 0
04.ci_platforms_dropped no platform was dropped from CI in the last two years
04.repository_status the README's first screen states no end, move or freezestatements 0
02.development_elsewhere nothing says development happens elsewhereno pr statements 0 · mirror statements 0 · replayed commit share 0.0
05.paid_edition no directory carries a separate paid-edition licencedirectories 0
04.releases_stopped releases keep pace with developmentmedian gap days 0.0 · days since last tag 284 · commits last 90 days 0
03.single_maintainer no file says one person maintains itstatements 0
05.project_advisories no published advisory affects the surveyed versionaffecting 0 · exploited 0 · advisories 0
05.advisory_record no advisory against the project in the last 24 monthscritical 0 · affecting 0 · could not tell 0
05.project_exploited no affecting advisory is on CISA's Known Exploited listexploited 0

Could not conclude, or did not apply — 17

Not a clean result. Each says why it could not answer here.

SignalWhy
04.schema_churnno schema migrations to read
04.dependency_redundancyno JavaScript manifest to read
06.alert_rulesno alert rules in the repository; they may live in a console
06.feature_flagsno feature-flag service; flags may live elsewhere
03.second_contributor_attritionthe repository itself is quiet
02.long_lived_branchestoo few merges to judge (squash and rebase leave none)
01.notebook_outputsnot a data or machine-learning repository
05.migration_reversibilitytoo few migrations to judge
05.public_env_secretnot a frontend
05.unsafe_htmlnot a frontend
05.source_maps_shippednot a frontend
05.cleartext_trafficnot a mobile app
05.dataset_provenancenot a data or machine-learning repository
05.license_copyleft_inheritedno third-party code is committed to this repository, so the licences it depends on are resolved at build time and are not readable here
05.license_manifest_conflictno packaging manifest states a licence
04.flags_accumulatingfew or no feature flags in the history
04.api_versions_coexistingone API version is served, or none
BOREHOLE READING NOT A CERTIFICATION QT1Q-KMC8-SB3Q 2026-11-03 · 402619E BOREHOLE.DEV/VERIFY

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Quoted evidence

5 pieces of evidence on this report quote the repository directly. Four checks quote text: up to five TODO-style comments, up to four commit subjects, up to five unpinned dependency lines and one status line from the README's first screen, such as “no longer maintained”. In each case the text is the evidence, which is why it is kept by default.

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What an attested survey proves, and what it does not.

What this scan did with the repository — 7 steps

Written by the steps themselves as they ran, not described afterwards. A hand-written account of a data flow drifts the first time somebody changes the flow and not the account.

AtStepDetail
0.0s read repository metadata from the GitHub API size mb: 246.0authenticated: False
26.8s cloned the repository to a temporary directory depth: full
30.5s read the git history commits: 1278tracked files: 2391
155.2s ran the deterministic checks blame pass: Trueread working tree: False
155.2s recorded where this scan ran attested: Falseenvironment: cloud-run
202.4s kept the facts, never the source, for re-reading under new checks
202.4s deleting the working copy

Total 202.4s ·source content sent off this machine: none · calls to a language model: 0 · the clone was deleted when the survey ended

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BOREHOLE 0.7.15 DETERMINISTIC LAYER · NO MODEL CALLSREAD ON BOREHOLE'S SERVER · CLONE DELETED TAKEDOWNCONTRIBUTED TO THIS REPOSITORY? YOUR RIGHTS