Borehole · Risk register · free tier
dataelement/bisheng
Free reading: not for reliance
Borehole badge for dataelement/bisheng
83aa354 · 10,019 commits · 6,625 files
Issued 2026-10-23

Nothing significant. Questions worth asking about Security & Reliability Posture, Architecture & Codebase — including AI provenance.

103 checks ran across 6 assessable dimensions. 1 finding is worth checking first. 15 findings, each with evidence. One dimension cannot be assessed without an acquirer.

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 53 locked dependencies have published vulnerabilities, 60 high or critical in what ships
Published under today's rules. The verification code attests to this reading as it was stored. This page differs from it as follows.
  • 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
10% of added lines arrived in commits declaring an AI agent as co-author
The surviving-lines measurement was not run on this repository.
24% of lines added in the last 12 months (since 2025-10-23) arrived in AI-declared commits: 1,035/4,276 commits, confidence low. Also a floor.
1,035/8,447 commits declaring an agent · Claude Fable 5, Claude Fable 5.1, Claude Opus 4.6 and 10 more
confidence: low
  • 16% 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
  • the declared share is neither decisive nor negligible, so the true figure is more sensitive to undeclared work
354,518 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 · adequate · ratings ↑
01.25

2 base images float: no version, or `latest`

adequate

2 of 5 `FROM` lines in product Dockerfiles name an image without a version, or with `latest`. Each build pulls whatever the registry serves that day, so the image that ships can change without a commit, and last month's build cannot be reproduced. Pin a version, or a digest.

Evidence
src/frontend/Dockerfile src/frontend/Dockerfile:10 — base image without a version
src/frontend/platform/Dockerfile src/frontend/platform/Dockerfile:10 — base 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.

A note that does not affect this rating
01.6

src/backend/bisheng/knowledge/domain/services/knowledge_space_service.py is 5,072 lines, 55× this codebase's median file

adequate

The median source file here is 91 lines. 49 files exceed 1,000 lines, the largest being 5,072. 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.

Evidence
line-count src/backend/bisheng/knowledge/domain/services/knowledge_space_service.py:1 — 5,072 lines (55× median)
line-count src/backend/bisheng/department/domain/services/department_service.py:1 — 3,336 lines (36× median)
line-count src/frontend/client/src/types/chat/artifacts.ts:1 — 3,105 lines (34× median)
line-count src/backend/bisheng/knowledge/domain/services/knowledge_service.py:1 — 2,933 lines (32× median)
line-count src/backend/bisheng/channel/domain/services/channel_service.py:1 — 2,890 lines (31× median)
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 · strong · ratings ↑

No finding. 16 checks ran and none fired; the rejection log below says why each did not.

Organization & Key-Person Risk

03 · strong · ratings ↑

No finding. 10 checks ran and none fired; the rejection log below says why each did not.

Product & Engineering Maturity

04 · adequate · ratings ↑
04.3

107 direct dependencies in a single manifest

adequate

src/frontend/client/package.json declares 107 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.

Evidence
direct-dependencies src/frontend/client/package.json — 107 declared
direct-dependencies src/backend/pyproject.toml — 87 declared
direct-dependencies src/frontend/platform/package.json — 69 declared
direct-dependencies src/frontend/packages/ui/package.json — 13 declared
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.

A note that does not affect this rating
04.17

Node.js 20 is past end of life

adequate

The code is pinned to Node.js 20 (end of life 2026-04-30). None of these receives security fixes any more; the first stopped on 2026-04-30. 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
src/frontend/Dockerfile src/frontend/Dockerfile — Node.js 20, end of life 2026-04-30
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 ↑
05.6

3 Dockerfiles run the application as root

adequate

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.

Evidence
no-USER-instruction src/backend/Dockerfile — runs as root
no-USER-instruction src/frontend/Dockerfile — runs as root
no-USER-instruction src/frontend/platform/Dockerfile — runs as root
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.

05.17

18 of 94 migrations cannot be rolled back

adequate

18 schema migrations (19%) have no working way back: an empty `downgrade`, a `down` that does nothing, or a data migration with no reverse. A bad deploy that includes one is recovered from a backup, not reverted. Ask when a restore was last rehearsed.

Evidence
src/backend/bisheng/core/database/alembic/versions/v2_5_0_f011_backfill_create_knowledge_web_menu.py src/backend/bisheng/core/database/alembic/versions/v2_5_0_f011_backfill_create_knowledge_web_menu.py:66 — migration with no way back
src/backend/bisheng/core/database/alembic/versions/v2_5_1_f012_merge_heads.py src/backend/bisheng/core/database/alembic/versions/v2_5_1_f012_merge_heads.py:54 — migration with no way back
src/backend/bisheng/core/database/alembic/versions/v2_5_1_f025_merge_f024_heads.py src/backend/bisheng/core/database/alembic/versions/v2_5_1_f025_merge_f024_heads.py:39 — migration with no way back
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.

05.26

53 locked dependencies have published vulnerabilities, 60 high or critical in what ships

adequate worth checking first

53 of 2,323 locked dependencies match 135 published advisories in OSV, 72 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 src/backend/uv.lock settles it. If it holds when someone checks it, this finding is significant.

Evidence
src/backend/uv.lock src/backend/uv.lock — anyio 4.11.0: GHSA-82r6-8w77-94w6 (critical), fixed in 4.14.2
src/backend/uv.lock src/backend/uv.lock — certifi 2025.10.5: GHSA-6q48-6c7w-9gw2 (critical), fixed in 2026.10.19
src/backend/uv.lock src/backend/uv.lock — chromadb 1.3.4: GHSA-36p7-vc44-83pf (critical)
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
05.27

The build runs third-party code it does not pin

adequate

7 third-party CI actions are referenced by a tag or branch rather than a commit, so they run whatever that tag points to on the day. 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/base_ci.yml .github/workflows/base_ci.yml:34 — action pinned by tag
.github/workflows/base_ci.yml .github/workflows/base_ci.yml:43 — action pinned by tag
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

29 outbound calls can wait forever

adequate

29 HTTP calls use a client with no timeout (Python `requests` without `timeout=`, or Go's default client). When a dependency slows down, each one holds a worker until the connection gives up, and enough of them take the service down with the dependency.

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

Evidence
src/backend/bisheng/core/cache/utils.py src/backend/bisheng/core/cache/utils.py:420 — outbound call without a timeout
src/backend/bisheng/utils/docx_temp.py src/backend/bisheng/utils/docx_temp.py:1579 — outbound call without a timeout
src/backend/bisheng/utils/file.py src/backend/bisheng/utils/file.py:133 — 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.

05.20

4 SQL statements built from strings

adequate

4 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.

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

Evidence
src/backend/bisheng/role/domain/services/role_service.py src/backend/bisheng/role/domain/services/role_service.py:893 — SQL built from a string
src/backend/bisheng/database/models/tenant.py src/backend/bisheng/database/models/tenant.py:519 — SQL built from a string
src/backend/bisheng/database/models/tenant.py src/backend/bisheng/database/models/tenant.py:537 — SQL built from a string
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.

05.22

7 deserialisers that can run code

adequate

7 places read data with a deserialiser that executes what it reads (`yaml.load` without a safe loader, pickle). That is safe on data the system wrote itself and remote code execution on anything else. Ask where each one's input comes from.

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

Evidence
src/backend/bisheng/common/utils/markdown_cmpnt/md_to_docx/utils/yaml_utils.py src/backend/bisheng/common/utils/markdown_cmpnt/md_to_docx/utils/yaml_utils.py:7 — code-executing deserialiser
src/backend/bisheng/core/cache/redis_conn.py src/backend/bisheng/core/cache/redis_conn.py:182 — code-executing deserialiser
src/backend/bisheng/core/cache/redis_conn.py src/backend/bisheng/core/cache/redis_conn.py:192 — code-executing deserialiser
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.

05.48

20 places insert HTML from a variable without sanitising it

adequate

20 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.

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

Evidence
src/frontend/client/src/components/Artifacts/Mermaid.tsx src/frontend/client/src/components/Artifacts/Mermaid.tsx:60 — HTML from a variable
src/frontend/client/src/components/Banners/Banner.tsx src/frontend/client/src/components/Banners/Banner.tsx:38 — HTML from a variable
src/frontend/client/src/components/Chat/Messages/Content/Mermaid.tsx src/frontend/client/src/components/Chat/Messages/Content/Mermaid.tsx:81 — HTML from a variable
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.

05.65

6 advisories against this project in the last 24 months, 6 high or critical

adequate

The newest was published on 2026-10-15. 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 6 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 2.6.0. Answer lives in: the release you run, set against each fixed version. The record is incomplete: NVD: 5 records name bisheng with nothing tying them to this repository (CVE-2022-48230, CVE-2022-48255, CVE-2022-48259, …).

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.

Evidence
CVE-2026-111363 2026-10-15: CVE-2026-111363 (high): BISHENG through 3.0.0-beta4 contains an insecure direct object reference vulnerability that allows authenticated low-privileged users to read other users' parse
CVE-2026-51859 2026-09-30: CVE-2026-51859 (critical): bisheng 2.3.0, 2.4.0, and 2.4.0-beta1 is vulnerable to directory traversal in save_download_file (src/backend/bisheng/core/cache/utils.py:290).
CVE-2026-51860 2026-09-30: CVE-2026-51860 (high): bisheng 2.3.0, 2.4.0, and 2.4.0-beta1 is vulnerable to Directory Traversal in src/backend/bisheng/linsight/domain/task_exec.py.
CVE-2026-51861 2026-09-30: CVE-2026-51861 (critical): bisheng 2.3.0, 2.4.0, and 2.4.0-beta1 is vulnerable to Code Injection in src/backend/bisheng/api/v1/validate.py.
CVE-2026-82278 2026-08-28: CVE-2026-82278 (high): BISHENG before 2.6.0 contains a remote code execution vulnerability in the workflow run_once endpoint that allows authenticated users to execute arbitrary Pytho
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 ↑
06.2

No structured logging library is in use

adequate

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.

Evidence
logging-scan searched 5,885 files for 10 structured logging libraries; 0 matched
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.

A note that does 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.

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

8 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 (docs/architecture/01-architecture-overview.md and 61 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. measured The repository pulls code in through git submodules (.gitmodules). A buyer receives pointers, not that code. Can every submodule be fetched without the team's credentials, and who owns each one? Answer lives in: The team and the submodule owners01.35
  3. Is the architecture right for the next three years of the product? Answer lives in: Your architects, with the product roadmap01.39
  4. 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 79 people have committed here. Which of them are you acquiring, and which are you replacing? Answer lives in: The deal terms03.29
  2. Who mentors whom, and would that survive a departure? Answer lives in: The team; review history only suggests candidates03.28
  3. Can the team grow, and who stands behind the top three contributors? Answer lives in: Recruiting data and the org chart03.30
  4. Is the seniority mix sound, and will pay survive your salary bands? Answer lives in: HR data03.31
  5. Is the pace sustainable? Commit times cannot say: git keeps no reliable local time. Answer lives in: Interviews and on-call history03.14
  6. Does the team want to stay after close? Answer lives in: Interviews03.32
  7. How are decisions made and disagreements resolved? Answer lives in: Time with the team03.33

Product & Engineering Maturity

04 · minimal coverage
  1. measured 4,269 commits landed in the last year, against 2,189 the year before (+95%). What drove it: new people, a deadline, or code produced faster than before? Answer lives in: The team04.11
  2. measured No experiment tracking is configured in the repository. How was the shipped model trained and evaluated, and could it be reproduced? Answer lives in: The ML team and its run history04.34
  3. measured No model card is in the tree. What is the model's intended use, what was it trained on, and where does it fail? Answer lives in: The ML team04.35
  4. 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
  5. Does leadership know about the debt, and is time budgeted to repay it? Answer lives in: Budget and roadmap decisions04.31
  6. 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 TypeScript codebase, with Python alongside (42% of source files). Does your engineering organisation already run TypeScript in production, or would this be the first? 07.1
  2. The bulk of this system sits in src/, features/, docker/. Which of your existing systems would each of those have to absorb or replace? 07.10
  3. The repository carries deployment configuration (docker/docker-compose-ft.yml and 7 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 — 88 signals that ran and did not fire

Appendix: rejection log — 88 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 — 75

SignalWhat it found
04.hotspot_concentration change is spread across the codebase rather than pooling in a few filesfiles 12,639 · top5 share 0.028
04.debt_markers debt markers are sparsemarkers 104 · per kloc 0.1 · lines read 994,369
04.test_growth test effort kept pace with code writtenlate test per code 0.32 · early test per code 0.02
04.churn_trend rework is not rising against new worklate delete per insert 0.46 · early delete per insert 0.31
04.fixes_with_tests fixes usually come with a testfixes 3,251 · share 0.208 · with tests 675
04.fix_share_trend fixing is not crowding out building
04.schema_churn columns, once added, staydropped within 90 days 0 · columns added last year 62
04.compat_layers little code is kept for the old wayshare 0.0 · code files 3,800 · compat files 1
04.dependency_redundancy one library per job, mostly
06.telemetry_presence a telemetry or error-reporting library is referencednote presence only; whether anyone watches it is not visible here · matches 3
06.healthcheck_presence a health or readiness check is defined
06.correlation_ids a request can be followed through the logstracing False · request id sites 132
06.usage_reporting_default the product's code names no reporting hostsettings on 3 · settings off 0
06.deployed_image_floats every deployed image names a versionimages 11 · floating 0
06.environment_branching environment differences live in configurationsites 1
06.release_markers releases are markedtags last year 32 · release commits 1 · changelog commits 1
06.migrate_on_start migrations run at start, but as a single instance, where that is safesites 2 · scaled False
03.contributor_concentration no single contributor dominates the last 24 monthsyears 3.2 · window last 24 months · authors 79
03.active_contributors more than one contributor active in the trailing yearall time 79 · active 12mo 30
03.knowledge_silos every substantial directory has been touched by more than one personauthors 79 · directories 3
03.drive_by_contributors an open contributor base, where one-commit contributors are normalauthors 79 · one off share 0.304
03.contributor_attrition the dominant contributor is still activeauthors 79 · top share a quarter or more · top contributor last committed within the last three months
03.critical_path_ownership more than one person changes the critical pathsauthors 52
03.second_contributor_attrition the second and third contributors are still active
03.bus_factor_trend the team has not narrowed to one person
03.joiners_and_leavers the team is not shrinkingleft 11 · joined 13 · regular last year 18
02.merge_discipline a meaningful share of recent change carries evidence of reviewmerges 1,019 · window last 24 months · with tracked 0
02.ci_presence CI configuration is present in the working treecount 6
02.test_presence tests are present in a normal proportion to sourcetests 1,216 · source 5,012 · test ratio 0.243
02.release_cadence tags are presenttags 115
02.conventional_commits commit subjects generally carry contentsampled 8,447 · low content share 0.104
02.branch_protection_hints process scaffolding is present in the repository
02.skipped_tests few tests are switched offfocused 0 · skipped 6 · test files 1,237
02.ci_test_gating no test run in CI is written so that it cannot failconfigs 6
02.revert_share change is rarely undoneshare 0.003 · reverts 19 · recent commits 6,493
02.dependency_update_cadence dependencies move with the codelockfiles 2 · commits since 0 · days since lockfile changed 0
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 8 · ci configs 6 · product files 3,800
02.long_lived_branches the typical branch reaches the trunk quicklyshare 0.402 · merges 107 · long lived 43
02.commit_size changes arrive in reviewable sizesshare 0.025 · commits 6,221 · over 2000 lines 155
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 6 · share of insertions 0.0
01.message_uniformity commit subjects vary in wording and lengthlength stdev 25.71 · repeat share 0.207
01.revision_depth most files were revisited after they were first writtenfiles seen 4,352 · write once share 0.409
01.duplicated_blocks little shipping code is repeated verbatim across filesshare 0.0189 · product files 3,796 · distinct blocks 413,278
01.swallowed_errors errors are rarely thrown awayloc 1,000,026 · files 38 · per kloc 0.07
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 paths; the only other matches are expired or licence tokens or placeholders, which grant nothingnote the working tree only; the history is 05.5 · patterns 8 · files read 5,885
05.security_guardrails at least one standard guard rail is configured
05.dependency_pinning a lockfile is committed, so builds are reproduciblelockfile True
05.license_present a licence file is presentfound True
05.secrets_in_history no credential-shaped string was ever added outside test and fixture paths; the only other matches are expired or licence tokens or placeholders, which grant nothingpatterns 8 · truncated False · added lines 2,999,872
05.secrets_management_pattern no environment file is committed outside tests and examplesenv files 0
05.shell_from_strings product code does not build shell commands from stringssites 0
05.privileged_workloads no workload runs privileged or in the host's namespacessites 0 · behind a setting or built here 0
05.public_env_secret only publishable values carry a public prefixnames 0 · sites 0 · not secrets 0
05.source_maps_shipped production builds do not publish source mapssites 0
05.signing_material no signing keystore or profile is committedfiles 0
05.dataset_provenance little data is committeddata files 0 · licence or card files 0
05.license_copyleft_inherited every licence found in vendored code is permissive or weak-copyleftvendored paths 11
05.license_vendored_unlicensed no vendored third-party code is committedcomponents 0
05.license_grant_unclear the licence is recognisable as Apache-2.0class permissive · license Apache-2.0
05.committed_native_libraries no widely used compiled library is committed to the productlibraries 0
04.api_versions_coexisting the newer API version is recent; the old one may be on its way outmonths together 1
04.deprecations_lingering few deprecations have outlived two yearsolder than two years 0 · files with deprecations 11
04.dependency_churn few dependencies were added and dropped within 60 daysdependencies seen 342 · added in two years 171 · removed within 60 days 22
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.licence_changes no release carried a different root licence; 1 change no release contained set asidelicence versions 1 · unreleased changes 1
05.paid_edition no directory carries a separate paid-edition licencedirectories 0
04.releases_stopped releases keep pace with developmentmedian gap days 5.0 · days since last tag 1 · commits last 90 days 1,090
04.release_branch the newest release was cut from the branch surveyedelsewhere 1 · on branch 60 · tags in window 61
03.single_maintainer no file says one person maintains itstatements 0

Could not conclude, or did not apply — 13

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

SignalWhy
06.telemetry_depthnone at all is 06.1
06.print_logginga frontend: console output is the browser's, not the server's
06.alert_rulesno alert rules in the repository; they may live in a console
06.probes_identicalno Kubernetes probes
06.single_replicano Kubernetes deployments
06.feature_flagsno feature-flag service; flags may live elsewhere
01.notebook_outputstoo few notebooks
05.resource_limitsno Kubernetes workload manifests
05.cleartext_trafficnot a mobile app
05.license_manifest_conflictno packaging manifest states a licence
04.flags_accumulatingfew or no feature flags in the history
05.project_advisoriesrecord incomplete: no advisory found in the sources that answered; NVD: 5 records name bisheng with nothing tying them to this repository (CVE-2022-48230, CVE-2022-48255, CVE-2022-48259, …)
05.project_exploitedno affecting advisory is on CISA's Known Exploited list
BOREHOLE READING NOT A CERTIFICATION ER0G-VDPT-GJS0 2026-10-23 · 83AA354 BOREHOLE.DEV/VERIFY

Anyone can check this report against the authoritative record — click the stamp, or enter ER0G-VDPT-GJS0 at borehole.dev/verify.

The code commits to the 106 checks this run performed, the bands they produced, and the commit they were read at. It does not cover checks written since.

Put the mark in your README

The image is wrapped in a link to the verification page, so a reader can check it rather than take it on trust. If you embed it: link it to the report, remove it if the report is delisted, and do not present it as a certification or an endorsement.

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Borehole reading ER0G-VDPT-GJS0, not a certification

Where this scan ran

This scan ran on ordinary cloud infrastructure (cloud-run), not in a hardware-isolated confidential VM. Nothing about it is attested by Google.

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: 246.3authenticated: False
20.8s cloned the repository to a temporary directory depth: full
30.9s read the git history commits: 10019tracked files: 6625
268.6s ran the deterministic checks blame pass: Falseread working tree: False
268.6s recorded where this scan ran attested: Falseenvironment: cloud-run
429.7s kept the facts, never the source, for re-reading under new checks
429.7s deleting the working copy

Total 429.7s ·source content sent off this machine: none · calls to a language model: 0 · the clone was deleted when the survey ended

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).

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