Borehole · Risk register · free tier
apache/superset
Free reading: not for reliance
Borehole badge for apache/superset
599026a · 23,206 commits · 11,004 files
Issued 2026-10-03

Nothing significant. Questions worth asking about Security & Reliability Posture, Product & Engineering Maturity.

105 checks ran across 6 assessable dimensions. 1 finding is worth checking first. 18 findings, each with evidence. One dimension cannot be assessed without an acquirer.

What the repository says about itself
  • 04.62 Releases are cut from another branch than the one surveyed
  • names Apache Software Foundation AGENTS.md:135
  • states a policy on AI-generated contributions SECURITY.md:40
  • 4 submodule(s) this survey does not read: .github/actions/pr-lint-action, .github/actions/cached-dependencies, .github/actions/chart-testing-action .gitmodules:1
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
What this survey read. This commit may not be the product users run: The newest release, 6.1.0, is not on the branch this survey read; the newest release on it is 0.20.1. Read this report as describing that commit, not the release users run. Survey the release branch or tag as well.
An earlier reading. This is the survey of 2026-10-03 by borehole 0.7.11, which is what its verification code attests to. A newer reading of the same commit exists: read the newest.
Published under today's rules. The verification code attests to this reading as it was stored. This page differs from it as follows.
  • 1 finding from checks Borehole's calibration found wrong more often than right is no longer published.
strong adequate significant findings not assessable from a repository
Provenance disclosure does not affect any rating
19% of added lines arrived in commits declaring an AI agent as co-author
The surviving-lines measurement was not run on this repository.
54% of lines added in the last 12 months (since 2025-09-24) arrived in AI-declared commits: 1,761/5,495 commits, confidence moderate. Also a floor.
1,837/23,002 commits declaring an agent · Claude, Claude Code, Claude Fable 5 and 21 more
confidence: low
  • 30% 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
4,734,741 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

superset/security/manager.py is 6,398 lines, 60× this codebase's median file

adequate

The median source file here is 105 lines. 68 files exceed 1,050 lines, the largest being 6,398. 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 superset/security/manager.py:1 — 6,398 lines (60× median)
line-count superset/models/helpers.py:1 — 5,802 lines (55× median)
line-count superset/mcp_service/chart/schemas.py:1 — 4,728 lines (45× median)
line-count superset/config.py:1 — 3,565 lines (33× median)
line-count superset/dashboards/api.py:1 — 3,530 lines (33× 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 ↑
A note that does not affect this rating
02.16

Tests are retried until they pass

adequate

The suite is configured to retry failing tests (superset-frontend/playwright.config.ts). A retry turns a flaky test green without saying why it failed, so a green build means the tests passed eventually. Ask how many retries a typical run needs, and which tests need them.

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

Evidence
superset-frontend/playwright.config.ts superset-frontend/playwright.config.ts:48 — test retry
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 · 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

140 direct dependencies in a single manifest

adequate

superset-frontend/package.json declares 140 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 superset-frontend/package.json — 140 declared
direct-dependencies pyproject.toml — 69 declared
direct-dependencies superset-frontend/packages/superset-ui-core/package.json — 45 declared
direct-dependencies superset-frontend/plugins/preset-chart-deckgl/package.json — 30 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.

04.36

39 feature flags have been live for over a year

adequate

78 feature flags appear in the history. 28 were removed; 39 are still in the code more than a year after they were added, the oldest since Jan 2019. A flag that stays is a permanent branch, and each one doubles what has to be tested. Ask which are still switched, and who owns retiring them.

Evidence
tests/utils_tests.py tests/utils_tests.py — flag FOO since Jan 2019
superset/models/core.py superset/models/core.py — flag TAGGING_SYSTEM since Jul 2019
superset/db_engine_specs/presto.py superset/db_engine_specs/presto.py — flag PRESTO_EXPAND_DATA since Aug 2019
superset/views/core.py superset/views/core.py — flag SQLLAB_BACKEND_PERSISTENCE since Nov 2019
tests/thumbnails_tests.py tests/thumbnails_tests.py — flag THUMBNAILS since Apr 2020
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
04.38

7 files still carry code deprecated more than two years ago

adequate

7 files were marked deprecated over two years ago and still are, the oldest since Jun 2021. 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
superset/initialization/__init__.py superset/initialization/__init__.py — deprecated since Jun 2021
superset/views/core.py superset/views/core.py — deprecated since Nov 2022
superset/db_engine_specs/base.py superset/db_engine_specs/base.py — deprecated since Apr 2023
superset/views/datasource/views.py superset/views/datasource/views.py — deprecated since Apr 2023
superset-frontend/packages/superset-ui-core/src/utils/featureFlags.ts superset-frontend/packages/superset-ui-core/src/utils/featureFlags.ts — deprecated since Jan 2024
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, 6.1.0, is not on the branch this survey read; the newest release on it is 0.20.1. 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
c83fb2bb1 tag 6.1.0
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.

Security & Reliability Posture

05 · adequate · ratings ↑
05.17

99 of 400 migrations cannot be rolled back

adequate

99 schema migrations (25%) 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
superset/migrations/versions/2016-03-13_21-30_18e88e1cc004_making_audit_nullable.py superset/migrations/versions/2016-03-13_21-30_18e88e1cc004_making_audit_nullable.py:104 — migration with no way back
superset/migrations/versions/2016-03-22_23-25_d2424a248d63_.py superset/migrations/versions/2016-03-22_23-25_d2424a248d63_.py:34 — migration with no way back
superset/migrations/versions/2016-03-26_15-09_fee7b758c130_.py superset/migrations/versions/2016-03-26_15-09_fee7b758c130_.py:34 — 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

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

adequate worth checking first

7 of 1,312 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 superset-frontend/package-lock.json settles it. If it holds when someone checks it, this finding is significant.

Evidence
superset-frontend/package-lock.json superset-frontend/package-lock.json — brace-expansion 5.0.9: GHSA-6j4f-fj2g-mc7p (high), fixed in 5.0.10
superset-frontend/package-lock.json superset-frontend/package-lock.json — image-size 0.7.5: GHSA-w3rx-r6r6-pgpr (high), fixed in 2.0.3
superset-frontend/package-lock.json superset-frontend/package-lock.json — js-yaml 4.3.1: GHSA-2883-xcg3-v3hh (high), fixed in 4.3.2
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.

05.49

The production build publishes source maps

adequate

The build configuration emits source maps for production, so the original source, with its comments and structure, is downloadable by every visitor. Upload them to an error tracker and keep them off the public server instead.

Evidence
superset-embedded-sdk/webpack.config.js superset-embedded-sdk/webpack.config.js:34 — source maps in a production build
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
05.25

1 environment file is committed

adequate

docker/.env is tracked in git. Environment files are where credentials usually live, and committing one usually means nobody decided how secrets reach the running application. Whatever is in it is in the history for good. Check 05.1 says whether it holds anything credential-shaped.

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

Evidence
docker/.env docker/.env — committed environment file
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

2 steps pipe 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/pre-commit.yml .github/workflows/pre-commit.yml:63 — 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.

05.22

3 deserialisers that can run code

adequate

3 places read data with a deserialiser that executes what it reads (pickle, `yaml.load` without a safe loader, object streams, `unserialize`). 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
superset/key_value/types.py superset/key_value/types.py:93 — code-executing deserialiser
superset/migrations/versions/2022-06-27_14-59_7fb8bca906d2_permalink_rename_filterstate.py superset/migrations/versions/2022-06-27_14-59_7fb8bca906d2_permalink_rename_filterstate.py:58 — code-executing deserialiser
superset/migrations/versions/2022-06-27_14-59_7fb8bca906d2_permalink_rename_filterstate.py superset/migrations/versions/2022-06-27_14-59_7fb8bca906d2_permalink_rename_filterstate.py:78 — 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

7 places insert HTML from a variable without sanitising it

adequate

7 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
superset-frontend/plugins/preset-chart-deckgl/src/utilities/HandlebarsRenderer.tsx superset-frontend/plugins/preset-chart-deckgl/src/utilities/HandlebarsRenderer.tsx:82 — HTML from a variable
superset-frontend/src/dashboard/components/gridComponents/Chart/Chart.tsx superset-frontend/src/dashboard/components/gridComponents/Chart/Chart.tsx:806 — HTML from a variable
superset-frontend/src/dashboard/util/injectCustomCss.ts superset-frontend/src/dashboard/util/injectCustomCss.ts:45 — 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.

05.9

2 vendored components with no licence

adequate

Third-party code is committed into this repository without any statement of the terms it arrived under. Unknown terms are harder to deal with than inconvenient ones: an awkward licence can be complied with, an absent one cannot. Each of these needs its origin established before the code changes hands.

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

Evidence
superset-frontend/plugins/plugin-chart-calendar/src/vendor/cal-heatmap.ts superset-frontend/plugins/plugin-chart-calendar/src/vendor/cal-heatmap.ts — 1 tracked files, no licence file
superset-frontend/plugins/plugin-chart-parallel-coordinates/src/vendor/parcoords superset-frontend/plugins/plugin-chart-parallel-coordinates/src/vendor/parcoords — 2 tracked files, no licence file
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

17 advisories against this project in the last 24 months, 5 high or critical

adequate

The newest was published on 2026-07-30. 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 13 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 0.20.1. Answer lives in: the release you run, set against each fixed version. GHSA-w6c7-j32f-rq8j (moderate), GHSA-2cx9-54hp-r698 (moderate), GHSA-92qf-8gh3-gwcm (low) affect 0.20.1, the newest release in this history, and not the surveyed commit: their fixes are in the surveyed commit, and whether a release cut elsewhere carries them could not be told. Answer lives in: the version you run. The record is incomplete: NVD: 2 records name superset with nothing tying them to this repository (CVE-2024-32973, CVE-2026-97711).

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-2026-23981 2026-07-30: CVE-2026-23981 (moderate): An Improper Authorization vulnerability exists in Apache Superset allowing an authenticated user with permissions to update charts to modify dashboards they do
CVE-2026-23985 2026-07-30: CVE-2026-23985 (moderate): A Regular Expression Denial of Service (ReDoS) vulnerability exists in Apache Superset versions 1.5.0 through 5.0.0. The vulnerability is located in the sql_par
GHSA-3m2g-v7jf-7fxc 2026-02-24: GHSA-3m2g-v7jf-7fxc (high), fixed in 6.0.0: Apache Superset Improper Authorization allows low-privileged users to bypass access controls
GHSA-48m2-v2r8-h23m 2026-02-24: GHSA-48m2-v2r8-h23m (moderate), fixed in 4.1.2: Apache Superset: Incomplete DISALLOWED_SQL_FUNCTIONS default list for ClickHouse engine
GHSA-gvxg-9hqx-f4rg 2026-02-24: GHSA-gvxg-9hqx-f4rg (moderate), fixed in 6.0.0: Apache Superset allows privileged users to conduct error-based SQL Injection
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 2 of 2 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
helm/superset/values.yaml helm/superset/values.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

1 of 3 deployed images carry no version, or `latest`

adequate

1 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
docker-compose-image-tag.yml docker-compose-image-tag.yml:120 — 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.

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

9 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/developer_docs/extensions/architecture.md and 4 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 1,693 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 3,498 commits landed in the last year, against 1,340 the year before (+161%). What drove it: new people, a deadline, or code produced faster than before? Answer lives in: The team04.11
  2. 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
  3. Does leadership know about the debt, and is time budgeted to repay it? Answer lives in: Budget and roadmap decisions04.31
  4. 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 (38% 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 superset/, superset-frontend/, superset-websocket/. Which of your existing systems would each of those have to absorb or replace? 07.10
  3. 54% of lines added in the last 12 months (19% of added lines) came through AI-declared commits. Does your organisation have a policy on inheriting and maintaining that code, and does your engineering team's tooling match how it was produced? 07.9
  4. The repository carries deployment configuration (Dockerfile and 43 more). Does that match your deployment and on-call model, or does it need rehosting first? 07.2
  5. 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?
  6. Which of these systems duplicate yours, and which get retired? Answer lives in: Your architecture07.11
  7. What will integration cost, and in what order? Answer lives in: The engagement07.12
  8. Where does the team land in your organisation, and who reports to whom? Answer lives in: Your org design07.13
  9. Are there earn-outs, retention packages or contractor IP to assign? Answer lives in: Deal terms07.14
  10. 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 — 87 signals that ran and did not fire

Appendix: rejection log — 87 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 — 77

SignalWhat it found
04.hotspot_concentration change is spread across the codebase rather than pooling in a few filesfiles 32,252 · top5 share 0.023
04.debt_markers debt markers are sparsemarkers 731 · per kloc 0.41 · lines read 1,769,350
04.test_growth test effort kept pace with code writtenlate test per code 1.04 · early test per code 0.392
04.churn_trend rework is not rising against new worklate delete per insert 0.434 · early delete per insert 0.533
04.eol_runtime every pinned runtime is still supportedeol as of 2026-09-24
04.fixes_with_tests fixes usually come with a testfixes 3,003 · share 0.662 · with tests 1,988
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 11
04.compat_layers little code is kept for the old wayshare 0.002 · code files 3,847 · compat files 8
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 30
06.structured_logging a structured logging library is referencedmatches 2
06.healthcheck_presence a health or readiness check is defined
06.telemetry_depth the service is visible in more than one way
06.correlation_ids a request can be followed through the logstracing False · request id sites 10
06.usage_reporting_default the product's code names no reporting hostsettings on 0 · settings off 0
06.single_replica an autoscaler or disruption budget is definedworkloads 6
06.environment_branching environment differences live in configurationsites 0
06.release_markers releases are markedtags last year 33 · release commits 0 · changelog commits 20
06.migrate_on_start migrations do not run at container start
03.contributor_concentration no single contributor dominates the last 24 monthsyears 11.2 · window last 24 months · authors 1,693
03.active_contributors more than one contributor active in the trailing yearall time 1,693 · active 12mo 438
03.knowledge_silos every substantial directory has been touched by more than one personauthors 1,693 · directories 11
03.drive_by_contributors an open contributor base, where one-commit contributors are normalauthors 1,693 · one off share 0.639
03.contributor_attrition no contributor dominates enough for their absence to matterauthors 1,693 · top share less than a quarter · top contributor last committed within the last three months
03.critical_path_ownership more than one person changes the critical pathsauthors 609
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 15 · joined 62 · regular last year 93
02.merge_discipline a meaningful share of recent change carries evidence of reviewmerges 0 · window last 24 months · with tracked 1
02.ci_presence CI configuration is present in the working treecount 55
02.test_presence tests are present in a normal proportion to sourcetests 2,909 · source 6,753 · test ratio 0.431
02.release_cadence tags are presenttags 566
02.conventional_commits commit subjects generally carry contentsampled 23,002 · low content share 0.013
02.branch_protection_hints process scaffolding is present in the repository
02.ci_runs_tests CI invokes a test runnerconfigs 55 · with tests 11
02.skipped_tests few tests are switched offfocused 0 · skipped 52 · test files 2,972
02.ci_test_gating no test run in CI is written so that it cannot failconfigs 55
02.revert_share change is rarely undoneshare 0.0 · reverts 2 · recent commits 4,839
02.dependency_update_cadence dependencies move with the codelockfiles 6 · commits since 12 · days since lockfile changed 0
02.lint_in_build a linter or formatter runs in the buildwired 14 · ci configs 55 · product files 3,847
02.commit_size changes arrive in reviewable sizesshare 0.032 · commits 4,376 · over 2000 lines 138
01.burst_import the largest burst was data and assets (100% of it), which explains the rate: translations arrive from a vendor in bulk, dependencies and generated code are committed whole, a merged pull request is dated when it merged, not when it was written, a branch merged by a merge commit was reviewed as one piece, and an export or mirror tool dates history when it replays itlargest commits 72c2b7a..b52865d · bursts explained 1 · largest net added 205,341
01.initial_dump first commit is not a disproportionate share of the codebaseinsertions 7,431 · share of insertions 0.0008
01.message_uniformity commit subjects vary in wording and lengthlength stdev 22.77 · repeat share 0.011
01.revision_depth most files were revisited after they were first writtenfiles seen 4,054 · write once share 0.329
01.duplicated_blocks little shipping code is repeated verbatim across filesshare 0.0134 · product files 3,844 · distinct blocks 401,927
01.swallowed_errors errors are rarely thrown awayloc 1,778,100 · files 56 · per kloc 0.04
01.build_reproducibility every base image names a versionfloating 0 · from lines 13
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 8,758
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.container_runs_as_root every shipped Dockerfile drops to a non-root user or builds on a non-root base imagedockerfiles 2
05.outbound_timeouts outbound calls set timeouts, or are fewcalls without timeout 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.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 6 · without limits 0
05.privileged_workloads no workload runs privileged or in the host's namespacessites 0 · behind a setting or built here 0
05.credentials_in_deploy_config deployment configuration references secrets, never holds themfiles 0 · sites 0
05.public_env_secret only publishable values carry a public prefixnames 0 · sites 0 · not secrets 0
05.signing_material no signing keystore or profile is committedfiles 0
05.license_copyleft_inherited every licence found in vendored code is permissive or weak-copyleftvendored paths 3
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 one API version is served, or none
04.dependency_churn few dependencies were added and dropped within 60 daysdependencies seen 282 · added in two years 101 · removed within 60 days 3
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 the root licence has not changed in the history readlicence versions 1 · unreleased changes 0
05.paid_edition no directory carries a separate paid-edition licencedirectories 0
04.releases_stopped releases keep pace with developmentmedian gap days 3.0 · days since last tag 15 · commits last 90 days 2,333
03.single_maintainer no file says one person maintains itstatements 0

Could not conclude, or did not apply — 10

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

SignalWhy
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.feature_flagsno feature-flag service; flags may live elsewhere
02.long_lived_branchestoo few merges to judge (squash and rebase leave none)
01.notebook_outputsnot a data or machine-learning repository
05.secrets_in_historyno credential-shaped string was added outside test and fixture paths in the 20,000 most recent commits scanned; older history was not read
05.cleartext_trafficnot a mobile app
05.dataset_provenancenot a data or machine-learning repository
05.license_manifest_conflictno packaging manifest states a licence
05.project_exploitedno affecting advisory is on CISA's Known Exploited list
BOREHOLE READING NOT A CERTIFICATION XPK0-H8AK-R10E 2026-10-03 · 599026A BOREHOLE.DEV/VERIFY

Anyone can check this report against the authoritative record — click the stamp, or enter XPK0-H8AK-R10E 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.

[![Borehole reading, not a certification](https://borehole.dev/badge/apache/superset/599026a.svg "Borehole free reading: not for reliance. See the full report.")](https://borehole.dev/verify/XPK0H8AKR10E?via=badge)

Borehole reading XPK0-H8AK-R10E, not a certification

This commit has been surveyed 17 times

A survey is a reading by a particular version of the assessor. Older readings are kept rather than replaced, because a verification mark attests to the survey it was issued for — overwriting one would make every code already in circulation read as tampered.

ReadAssessorFindingsBand
2026-10-03 · shown borehole 0.7.11 19 adequate
16 other readings (show)
2026-10-04 borehole 0.7.13 19 adequate
2026-10-03 borehole 0.7.12 19 adequate
2026-10-02 borehole 0.7.10 19 adequate
2026-10-01 borehole 0.7.9 19 adequate
2026-09-30 borehole 0.7.8 18 adequate
2026-09-29 borehole 0.7.6 17 adequate
2026-09-28 borehole 0.7.5 17 adequate
2026-09-28 borehole 0.7.4 17 adequate
2026-09-27 borehole 0.7.3 16 adequate
2026-09-27 borehole 0.7.2 18 adequate
2026-09-27 borehole 0.7.1 18 adequate
2026-09-26 borehole 0.7.0 18 adequate
2026-09-26 borehole 0.6.3 17 adequate
2026-09-26 borehole 0.6.2 17 adequate
2026-09-25 borehole 0.6.1 16 adequate
2026-09-25 borehole 0.6.0 20 adequate

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 authenticated: False
86.6s cloned the repository to a temporary directory depth: full
156.6s read the git history commits: 23206tracked files: 11004
596.0s ran the deterministic checks blame pass: Falseread working tree: False
596.1s recorded where this scan ran attested: Falseenvironment: cloud-run
928.2s kept the facts, never the source, for re-reading under new checks
928.2s deleting the working copy

Total 928.2s ·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 0.7.11 DETERMINISTIC LAYER · NO MODEL CALLSREAD ON BOREHOLE'S SERVER · CLONE DELETED TAKEDOWNCONTRIBUTED TO THIS REPOSITORY? YOUR RIGHTS