Borehole · Risk register · free tier
numaproj/numaflow
Free reading: not for reliance
Borehole badge for numaproj/numaflow
b3e7c65 · 1,956 commits · 1,693 files
Issued 2026-11-03

Nothing significant. Questions worth asking about Security & Reliability Posture, Observability & Operations.

105 checks ran across 6 assessable dimensions. None found a significant problem; 4 raised something worth a question. 13 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
What this survey read. This commit may not be the product users run: The newest release, v1.9.0, 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.
  • 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
0% of the code standing today was written in AI-declared commits
0% of lines still in the tree 268 of 576,178 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: 2/379 commits, confidence high. Also a floor.
2/1,956 commits declaring an agent · Claude Opus 5, Claude Sonnet 5
confidence: high
  • 90% of non-merge commits carry any trailer at all
  • no widespread author/committer date divergence
  • deep scan blamed 1,625 of 1,625 counted files
193,325 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

rust/numaflow-throttling/src/lib.rs is 4,738 lines, 46× this codebase's median file

adequate

The median source file here is 103 lines. 38 files exceed 1,030 lines, the largest being 4,738. 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 rust/numaflow-throttling/src/lib.rs:1 — 4,738 lines (46× median)
line-count rust/extns/numaflow-sqs/src/source.rs:1 — 3,360 lines (32× median)
line-count rust/numaflow-core/src/reduce/reducer/unaligned/reducer.rs:1 — 2,583 lines (25× median)
line-count rust/numaflow-core/src/source.rs:1 — 2,435 lines (23× median)
line-count rust/numaflow-core/src/metrics/mod.rs:1 — 2,397 lines (23× 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 · adequate · ratings ↑
02.24

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

adequate

46 of 668 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 46 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 · 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 ↑
04.14

2 jobs are each done by more than one library

adequate

Within a single package: UI component kits: material-ui, mui; dates: date-fns, dayjs, moment. Each duplicate is bundle size, two ways of doing the same thing in one codebase, and two upgrade paths to maintain. It is usually the residue of a migration that stopped halfway.

Evidence
ui/package.json ui/package.json — several libraries per job
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

5 files still carry code deprecated more than two years ago

adequate

5 files were marked deprecated over two years ago and still are, the oldest since May 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
pkg/client/informers/externalversions/factory.go pkg/client/informers/externalversions/factory.go — deprecated since May 2022
pkg/apis/proto/isb/message.pb.go pkg/apis/proto/isb/message.pb.go — deprecated since Jun 2024
pkg/apis/proto/daemon/daemon.pb.go pkg/apis/proto/daemon/daemon.pb.go — deprecated since Jul 2024
pkg/apis/numaflow/v1alpha1/scale.go pkg/apis/numaflow/v1alpha1/scale.go — deprecated since Aug 2024
pkg/apis/proto/mvtxdaemon/mvtxdaemon.pb.go pkg/apis/proto/mvtxdaemon/mvtxdaemon.pb.go — deprecated since Aug 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, v1.9.0, 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
3337d26d3 tag v1.9.0
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 ↑
05.6

1 Dockerfile runs 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 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.

Notes that do not affect this rating
05.27

The build runs third-party code it does not pin

adequate

11 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; 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/changelog.yml .github/workflows/changelog.yml:20 — action pinned by tag
.github/workflows/ci.yaml .github/workflows/ci.yaml:98 — action pinned by tag
.github/workflows/ci.yaml .github/workflows/ci.yaml:253 — 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.

05.34

7 of 12 Kubernetes workloads declare no resource limits

adequate

7 workload manifests set no CPU or memory limits. One pod that leaks memory or spins can starve everything else on its node, and the scheduler cannot plan capacity for what it cannot see.

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

Evidence
config/advanced-install/numaflow-dex-server.yaml config/advanced-install/numaflow-dex-server.yaml — workload with no limits
config/apps/kafka/kafka-minimal.yaml config/apps/kafka/kafka-minimal.yaml — workload with no limits
config/apps/nats/nats.yaml config/apps/nats/nats.yaml — workload with no limits
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

60 locked dependencies have published vulnerabilities, 31 high or critical

adequate

60 of 2,352 locked dependencies match 120 published advisories in OSV, 31 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. None of the high or critical ones is in what the product ships: 1 apply only under a condition the advisory states, which a lockfile cannot settle. This lockfile pins development tools alongside what ships and does not say which is which, so some of these may never reach a user.

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

Evidence
rust/Cargo.lock rust/Cargo.lock — aws-smithy-json 0.61.9: GHSA-8ffr-xgwf-xj56 (high), fixed in 0.62.7
rust/Cargo.lock rust/Cargo.lock — openssl 0.10.73: GHSA-8c75-8mhr-p7r9 (high), fixed in 0.10.78
rust/Cargo.lock rust/Cargo.lock — rustls-webpki 0.101.7: GHSA-82j2-j2ch-gfr8 (high), fixed in 0.103.13
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 1 of 7 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
config/apps/nats/nats.yaml config/apps/nats/nats.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
config/base/numaflow-server/numaflow-server-deployment.yaml config/base/numaflow-server/numaflow-server-deployment.yaml:66 — 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

10 of 12 deployments run a single replica

adequate

10 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
config/advanced-install/namespaced-controller-wo-crds.yaml config/advanced-install/namespaced-controller-wo-crds.yaml — replicas: 1
config/advanced-install/namespaced-numaflow-server.yaml config/advanced-install/namespaced-numaflow-server.yaml — replicas: 1
config/advanced-install/numaflow-server.yaml config/advanced-install/numaflow-server.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

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 (rust/numaflow-throttling/DESIGN.md). 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 103 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. 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. measured Infrastructure code (config/advanced-install/minimal-crds/kustomization.yaml and 24 more) last changed 18 months before the newest commit, while 555 commits landed. Is the infrastructure now changed by hand? Compare the live account with the code. Answer lives in: The cloud console05.36
  3. What has actually broken, how often, and how badly? Answer lives in: Ticketing and chat05.41
  4. What did external testing find, and was it fixed? Answer lives in: Reports in the data room05.42
  5. 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 Rust codebase, with Go alongside (33% of source files). Does your engineering organisation already run Rust in production, or would this be the first? 07.1
  2. The bulk of this system sits in pkg/, config/, rust/. Which of your existing systems would each of those have to absorb or replace? 07.10
  3. The repository carries deployment configuration (Dockerfile). 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 — 92 signals that ran and did not fire

Appendix: rejection log — 92 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 — 73

SignalWhat it found
04.hotspot_concentration change is spread across the codebase rather than pooling in a few filesfiles 3,568 · top5 share 0.048
04.debt_markers debt markers are sparsemarkers 234 · per kloc 0.7 · lines read 336,201
04.dependency_sprawl direct dependency counts are unremarkable
04.churn_trend rework is not rising against new worklate delete per insert 0.509 · early delete per insert 0.329
04.fixes_with_tests fixes usually come with a testfixes 239 · share 0.285 · with tests 68
04.fix_share_trend fixing is not crowding out building
04.compat_layers little code is kept for the old wayshare 0.001 · code files 782 · compat files 1
06.telemetry_presence a telemetry or error-reporting library is referencednote presence only; whether anyone watches it is not visible here · matches 58
06.structured_logging a structured logging library is referencedmatches 47
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 True · request id sites 3
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 13 · release commits 0 · changelog commits 2
06.migrate_on_start migrations do not run at container start
03.contributor_concentration no single contributor dominates the last 24 monthsyears 4.5 · window last 24 months · authors 103
03.active_contributors more than one contributor active in the trailing yearall time 103 · active 12mo 37
03.knowledge_silos every substantial directory has been touched by more than one personauthors 103 · directories 7
03.drive_by_contributors an open contributor base, where one-commit contributors are normalauthors 103 · one off share 0.476
03.contributor_attrition no contributor dominates enough for their absence to matterauthors 103 · 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 55
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 4 · joined 6 · regular last year 13
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 6
02.test_presence tests are present in a normal proportion to sourcetests 392 · source 975 · test ratio 0.402
02.release_cadence tags are presenttags 90
02.conventional_commits commit subjects generally carry contentsampled 1,956 · low content share 0.0
02.branch_protection_hints process scaffolding is present in the repository
02.ci_runs_tests CI invokes a test runnerconfigs 6 · with tests 1
02.skipped_tests few tests are switched offfocused 0 · skipped 0 · test files 327
02.ci_test_gating no test run in CI is written so that it cannot failconfigs 6
02.revert_share change is rarely undoneshare 0.0 · reverts 0 · recent commits 716
02.dependency_update_cadence dependencies move with the codelockfiles 3 · commits since 3 · days since lockfile changed 4
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 4 · ci configs 6 · product files 782
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 82,305 · share of insertions 0.0818
01.message_uniformity commit subjects vary in wording and lengthlength stdev 16.55 · repeat share 0.001
01.revision_depth most files were revisited after they were first writtenfiles seen 959 · write once share 0.249
01.duplicated_blocks little shipping code is repeated verbatim across filesshare 0.0264 · product files 746 · distinct blocks 117,800
01.swallowed_errors errors are rarely thrown awayloc 337,575 · files 0 · per kloc 0.0
01.build_reproducibility every base image names a versionfloating 0 · from lines 9
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 1,436
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 pathspatterns 8 · truncated False · added lines 940,794
05.secrets_management_pattern no environment file is committed outside tests and examplesenv files 0
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.unsafe_deserialization no code-executing deserialiser in product codesites 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.source_maps_shipped production builds do not publish source mapssites 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.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 384 · added in two years 113 · removed within 60 days 1
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 30.5 · days since last tag 5 · commits last 90 days 100
03.single_maintainer no file says one person maintains itstatements 0

Could not conclude, or did not apply — 19

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

SignalWhy
04.test_growthtests are kept inside the files they test, which a count by file name cannot see
04.eol_runtimeno pinned runtime version to check
04.schema_churnno schema migrations to read
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.migration_reversibilitytoo few migrations to judge
05.public_env_secretnot assessed for Rust or Go, the languages the product is written in: this check's patterns read other languages only
05.unsafe_htmlnot assessed for Rust or Go, the languages the product is written in: this check's patterns read other languages only
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
05.project_advisoriesrecord incomplete: no advisory found in the sources that answered; OSV Go github.com/numaproj/numaflow (an empty record for a package published here), OSV npm numaflow-ui-test (an empty record for a package published here) did not
05.advisory_recordrecord incomplete: no advisory against the project in the last 24 months; OSV Go github.com/numaproj/numaflow (an empty record for a package published here), OSV npm numaflow-ui-test (an empty record for a package published here) did not answer
05.project_exploitedno affecting advisory is on CISA's Known Exploited list
BOREHOLE READING NOT A CERTIFICATION 0VP5-WXT1-PBJW 2026-11-03 · B3E7C65 BOREHOLE.DEV/VERIFY

Anyone can check this report against the authoritative record — click the stamp, or enter 0VP5-WXT1-PBJW 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/numaproj/numaflow/b3e7c65.svg "Borehole free reading: not for reliance. See the full report.")](https://borehole.dev/verify/0VP5WXT1PBJW?via=badge)

Borehole reading 0VP5-WXT1-PBJW, 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: 71.4authenticated: False
14.5s cloned the repository to a temporary directory depth: full
22.8s read the git history commits: 1956tracked files: 1693
164.1s ran the deterministic checks blame pass: Trueread working tree: False
164.1s recorded where this scan ran attested: Falseenvironment: cloud-run
205.5s kept the facts, never the source, for re-reading under new checks
205.5s deleting the working copy

Total 205.5s ·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