dc6bd92 · 717 commits · 1,120 files
Issued 2026-10-23
Nothing significant. Questions worth asking about Security & Reliability Posture, Observability & Operations.
104 checks ran across 6 assessable dimensions. None found a significant problem; 3 raised something worth a question. 10 findings, each with evidence. One dimension cannot be assessed without an acquirer.
- 2 findings from checks Borehole's calibration found wrong more often than right are no longer published.
| Dimension | Rating | ||
|---|---|---|---|
| 01 | Architecture & Codebase — including AI provenance | strong | |
| 02 | Engineering Process & SDLC Maturity | adequate | |
| 03 | Organization & Key-Person Risk | strong | |
| 04 | Product & Engineering Maturity | strong | |
| 05 | Security & Reliability Posture | adequate | |
| 06 | Observability & Operations | adequate | |
| 07 | Fit with the Acquirer | not assessable |
- 20% of non-merge commits carry any trailer at all
- low trailer coverage: the convention may not be in consistent use
- no widespread author/committer date divergence
- deep scan blamed 1,119 of 1,119 counted files
Architecture & Codebase — including AI provenance
01 · strong · ratings ↑Commit messages are templated rather than written
adequate35% of commit subjects are exact repeats of another subject, and subject length varies by only 20.9 characters. A log written by someone explaining their reasoning to a future reader does not look like this. The log is therefore weak evidence of intent, whatever the code is like.
A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated.
| commit-subjects | 36× 'new Signed-off-by: TIANHE <TIANHE@GMAIL.COM>' |
| commit-subjects | 25× 'new' |
| commit-subjects | 20× 'v3.0.1 Signed-off-by: Dinger <quantdinger@gmail.com>' |
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.
backend_api_python/app/routes/ai_chat.py is 4,727 lines, 32× this codebase's median file
adequateThe median source file here is 144 lines. 15 files exceed 1,440 lines, the largest being 4,727. 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.
| line-count | backend_api_python/app/routes/ai_chat.py:1 — 4,727 lines (32× median) |
| line-count | backend_api_python/app/services/trading_executor.py:1 — 3,266 lines (22× median) |
| line-count | backend_api_python/migrations/init.sql:1 — 3,246 lines (22× median) |
| line-count | backend_api_python/app/services/pending_order_worker.py:1 — 3,070 lines (21× median) |
| line-count | backend_api_python/app/services/community_service.py:1 — 2,871 lines (19× 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.
267 errors caught and discarded in product code
adequate267 places catch an error and do nothing with it, across 101 files (0.9 per thousand lines). Each is a failure the system will not report. They surface later as problems nobody can explain, and they are cheap to fix now.
A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated.
| backend_api_python/app/__init__.py | backend_api_python/app/__init__.py:21 — error caught and discarded |
| backend_api_python/app/data_providers/__init__.py | backend_api_python/app/data_providers/__init__.py:326 — error caught and discarded |
| backend_api_python/app/data_providers/commodities.py | backend_api_python/app/data_providers/commodities.py:92 — error caught and discarded |
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 ↑11% of recent commits change more than 2,000 lines
adequate72 of 629 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.
| git log --numstat | 72 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 · strong · ratings ↑No finding. 19 checks ran and none fired; the rejection log below says why each did not.
Security & Reliability Posture
05 · adequate · ratings ↑2 Dockerfiles run the application as root
adequateNo 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.
| no-USER-instruction | backend_api_python/Dockerfile — runs as root |
| no-USER-instruction | mcp_server/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.
The build runs third-party code it does not pin
adequate6 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; 3 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.
| .github/workflows/docker-publish.yml | .github/workflows/docker-publish.yml:45 — action pinned by tag |
| .github/workflows/docker-publish.yml | .github/workflows/docker-publish.yml:48 — action pinned by tag |
| install.sh | install.sh:6 — 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.
2 outbound calls can wait forever
adequate2 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.
| backend_api_python/app/data_providers/gate_public_market.py | backend_api_python/app/data_providers/gate_public_market.py:57 — outbound call without a timeout |
| backend_api_python/app/services/llm.py | backend_api_python/app/services/llm.py:427 — 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.
26 SQL statements built from strings
adequate26 places in product code build SQL by formatting or joining strings rather than passing parameters. 2 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.
| backend_api_python/app/services/billing_service.py | backend_api_python/app/services/billing_service.py:216 — SQL built from a string |
| backend_api_python/app/services/community_service.py | backend_api_python/app/services/community_service.py:171 — SQL built from a string |
| backend_api_python/app/routes/portfolio.py | backend_api_python/app/routes/portfolio.py:274 — 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.
Observability & Operations
06 · adequate · ratings ↑No structured logging library is in use
adequateNothing 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.
| logging-scan | searched 1,098 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.
No error reporter is wired in
adequateNothing 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.
| 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
6 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.
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- measured The tree carries design documentation (docs/architecture/API_CONVENTIONS.md and 16 more). Does it match what the team believes today? Ask them to walk through it against the code.
- Is the architecture right for the next three years of the product?
- Were the home-grown components reasonable choices when they were made, and are they now?
Engineering Process & SDLC Maturity
02 · high coverage- Is review real or a rubber stamp? Comment depth and time to approve need the pull request history.
- Is delivery planned and measured, or heroic?
- How are incidents run, reviewed and learned from?
Organization & Key-Person Risk
03 · partial coverage- measured One contributor authored a quarter or more of the commits in this history. Is that person part of the transaction, and for how long after it?
- Who mentors whom, and would that survive a departure?
- Can the team grow, and who stands behind the top three contributors?
- Is the seniority mix sound, and will pay survive your salary bands?
- Is the pace sustainable? Commit times cannot say: git keeps no reliable local time.
- Does the team want to stay after close?
- How are decisions made and disagreements resolved?
Product & Engineering Maturity
04 · minimal coverage- measured A roadmap file is in the tree (ROADMAP.md, last changed September 2026). A file is not a plan. Does it match the roadmap in the data room, and has the team delivered the last one it wrote?
- Does leadership know about the debt, and is time budgeted to repay it?
- Is the engineering shape consistent with the commercial story?
Security & Reliability Posture
05 · partial coverage- measured No threat model is in the tree of what looks like a running service. Does one exist elsewhere, and who owns it?
- What has actually broken, how often, and how badly?
- What did external testing find, and was it fixed?
- What is the SOC 2, ISO 27001 or GDPR status, and where is the evidence?
Observability & Operations
06 · partial coverage- measured Nothing in the tree backs up or restores data. How is data backed up, and has a restore ever been rehearsed?
- measured Alert rules are defined in the repository. Who receives them, and when did one last fire?
- Are the dashboards opened, the alerts acknowledged and the pages answered?
- Are the service-level objectives actually met?
- Who carries the pager, and how often does it go off?
- What does it cost to run, and how much headroom is there?
Fit with the Acquirer
07 · none coverageNot rated: structurally not assessable from a repository.
- This is primarily a Python codebase. Does your engineering organisation already run Python in production, or would this be the first?
- The bulk of this system sits in backend_api_python/, mcp_server/, ops/. Which of your existing systems would each of those have to absorb or replace?
- The repository carries deployment configuration (backend_api_python/Dockerfile and 6 more). Does that match your deployment and on-call model, or does it need rehosting first?
- 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?
- Which of these systems duplicate yours, and which get retired?
- What will integration cost, and in what order?
- Where does the team land in your organisation, and who reports to whom?
- Are there earn-outs, retention packages or contractor IP to assign?
- Do customer contracts limit hosting, regions or vendors?
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.
Embed the badge
Tied to this commit and this date, and it fades after 90 days — an honest badge is one that expires. A repository with significant findings gets a neutral "read" badge rather than a red one: the library is where the range is visible, not someone else's README.
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Rejection log — 94 signals that ran and did not fire
Appendix: rejection log — 94 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 — 68
| Signal | What it found |
|---|---|
| 04.hotspot_concentration | change is spread across the codebase rather than pooling in a few filesfiles 3,829 · top5 share 0.053 |
| 04.debt_markers | debt markers are sparsemarkers 1 · per kloc 0.0 · lines read 293,375 |
| 04.dependency_sprawl | direct dependency counts are unremarkable |
| 04.test_growth | test effort kept pace with code writtenlate test per code 0.342 · early test per code 0.033 |
| 04.churn_trend | rework is not rising against new worklate delete per insert 0.265 · early delete per insert 0.185 |
| 04.fixes_with_tests | fixes usually come with a testfixes 198 · share 0.722 · with tests 143 |
| 04.schema_churn | columns, once added, staydropped within 90 days 0 · columns added last year 98 |
| 04.compat_layers | little code is kept for the old wayshare 0.0 · code files 561 · compat files 0 |
| 06.telemetry_presence | a telemetry or error-reporting library is referencednote presence only; whether anyone watches it is not visible here · matches 3 |
| 06.healthcheck_presence | a health or readiness check is defined |
| 06.print_logging | raw prints are few, or outnumbered by logger callsprints 22 · logger calls 1,774 |
| 06.correlation_ids | a request can be followed through the logstracing False · request id sites 9 |
| 06.usage_reporting_default | the product's code names no reporting hostsettings on 0 · settings off 0 |
| 06.alert_rules | alert rules are defined as codealert files 1 |
| 06.deployed_image_floats | every deployed image names a versionimages 13 · floating 0 |
| 06.environment_branching | environment differences live in configurationsites 0 |
| 06.release_markers | releases are markedtags last year 84 · release commits 175 · changelog commits 50 |
| 06.migrate_on_start | migrations do not run at container start |
| 03.contributor_concentration | no single contributor dominates the last 24 monthsyears 0.8 · window last 24 months · authors 31 |
| 03.knowledge_silos | every substantial directory has been touched by more than one personauthors 31 · directories 4 |
| 03.drive_by_contributors | a healthy share of contributors committed more than onceshare 0.484 · authors 31 · one commit authors 15 |
| 03.contributor_attrition | the dominant contributor is still activeauthors 31 · 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 31 |
| 02.merge_discipline | a meaningful share of recent change carries evidence of reviewmerges 56 · window last 24 months · with tracked 1 |
| 02.ci_presence | CI configuration is present in the working treecount 5 |
| 02.test_presence | tests are present in a normal proportion to sourcetests 366 · source 927 · test ratio 0.395 |
| 02.release_cadence | tags are presenttags 84 |
| 02.conventional_commits | commit subjects generally carry contentsampled 661 · low content share 0.127 |
| 02.branch_protection_hints | process scaffolding is present in the repository |
| 02.ci_runs_tests | CI invokes a test runnerconfigs 5 · with tests 3 |
| 02.skipped_tests | few tests are switched offfocused 0 · skipped 0 · test files 369 |
| 02.ci_test_gating | no test run in CI is written so that it cannot failconfigs 5 |
| 02.revert_share | change is rarely undoneshare 0.0 · reverts 0 · recent commits 656 |
| 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 2 · ci configs 5 · product files 561 |
| 02.long_lived_branches | the typical branch reaches the trunk quicklyshare 0.0 · merges 37 · long lived 0 |
| 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 103,739 · share of insertions 0.1476 |
| 01.revision_depth | most files were revisited after they were first writtenfiles seen 615 · write once share 0.311 |
| 01.duplicated_blocks | little shipping code is repeated verbatim across filesshare 0.0094 · product files 560 · distinct blocks 153,483 |
| 01.build_reproducibility | every base image names a versionfloating 0 · from lines 2 |
| 01.unfinished_migration | no language migration is stalled halfway |
| 01.weights_in_git | no model weights are committedfiles 0 |
| 05.committed_secrets | no credential-shaped strings outside test and fixture pathsnote the working tree only; the history is 05.5 · patterns 8 · files read 1,098 |
| 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 630,956 |
| 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.unsafe_deserialization | no code-executing deserialiser in product codesites 0 |
| 05.tls_verification_off | no TLS verification is switched off in product codefiles 0 · sites 0 · pinned instead 0 |
| 05.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.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 | 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 2 |
| 04.dependency_churn | few dependencies were added and dropped within 60 daysdependencies seen 113 · added in two years 113 · removed within 60 days 1 |
| 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 0.5 · days since last tag 0 · commits last 90 days 258 |
| 04.release_branch | the newest release was cut from the branch surveyedelsewhere 0 · on branch 84 · tags in window 84 |
| 03.single_maintainer | no file says one person maintains itstatements 0 |
Could not conclude, or did not apply — 26
Not a clean result. Each says why it could not answer here.
| Signal | Why |
|---|---|
| 04.eol_runtime | no pinned runtime version to check |
| 04.fix_share_trend | fewer than six busy quarters to compare |
| 04.dependency_redundancy | no JavaScript manifest to read |
| 06.probes_identical | no Kubernetes probes |
| 06.single_replica | no Kubernetes deployments |
| 06.feature_flags | no feature-flag service; flags may live elsewhere |
| 03.active_contributors | history too short to distinguish active from historical contributors |
| 03.second_contributor_attrition | too little history |
| 03.bus_factor_trend | fewer than three active years to compare |
| 03.joiners_and_leavers | too few regular contributors to see a trend |
| 02.dependency_update_cadence | no lockfile to date |
| 01.notebook_outputs | not a data or machine-learning repository |
| 05.migration_reversibility | too few migrations to judge |
| 05.resource_limits | no Kubernetes workload manifests |
| 05.known_vulnerabilities | no lockfile this survey can read, or a collector older than 0.4.0 |
| 05.public_env_secret | not a frontend |
| 05.unsafe_html | not a frontend |
| 05.source_maps_shipped | not a frontend |
| 05.cleartext_traffic | not a mobile app |
| 05.dataset_provenance | not a data or machine-learning repository |
| 05.license_copyleft_inherited | no 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_conflict | no packaging manifest states a licence |
| 04.flags_accumulating | few or no feature flags in the history |
| 05.project_advisories | record incomplete: no advisory found in the sources that answered; OSV PyPI quantdinger-mcp (an empty record for a package published here) did not |
| 05.advisory_record | record incomplete: no advisory against the project in the last 24 months; OSV PyPI quantdinger-mcp (an empty record for a package published here) did not answer |
| 05.project_exploited | no affecting advisory is on CISA's Known Exploited list |
Anyone can check this report against the authoritative record — click the stamp, or enter MR2A-95YX-GPWZ 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.
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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.
| At | Step | Detail |
|---|---|---|
| 0.0s | read repository metadata from the GitHub API | size mb: 85.0authenticated: False |
| 6.4s | cloned the repository to a temporary directory | depth: full |
| 15.2s | read the git history | commits: 717tracked files: 1120 |
| 105.8s | ran the deterministic checks | blame pass: Trueread working tree: False |
| 105.8s | recorded where this scan ran | attested: Falseenvironment: cloud-run |
| 161.2s | kept the facts, never the source, for re-reading under new checks | |
| 161.2s | deleting the working copy |
Total 161.2s ·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).