{"band":"adequate","note":"Deterministic layer only. No model calls were made and no source content left this machine.","layer":"deterministic","coverage":{"statement":"A repository answers roughly three and a half of seven dimensions. The rest are reported as not assessable, with the questions a human would ask instead.","languages_read":["1C Enterprise","4D","ABAP","ABAP CDS","AGS Script","AIDL","AL","ALGOL","AMPL","ANTLR","APL","ASL","ASP.NET","ATS","ActionScript","Ada","Agda","Aiken","Aleo","Alloy","AngelScript","Answer Set Programming","Apex","Apollo Guidance Computer","AppleScript","Arc","ArkTS","AspectJ","Assembly","Augeas","AutoHotkey","AutoIt","Awk","B (Formal Method)","B4X","BAML","BQN","Ballerina","Batchfile","Beef","Befunge","Bend","Berry","Bicep","Bison","BitBake","BlitzBasic","BlitzMax","Bluespec","Boo","Boogie","Brightscript","C","C#","C++","C2hs Haskell","C3","CAP CDS","CLIPS","CMake","COBOL","CQL","CWeb","Cadence","Cairo","CameLIGO","Cangjie","Cap'n Proto","Carbon","CartoCSS","Ceylon","Chapel","Charity","ChucK","Circom","Cirru","Clarion","Clarity","Classic ASP","Clean","Click","Clojure","Clue","CodeQL","CoffeeScript","ColdFusion","ColdFusion CFC","Common Lisp","Common Workflow Language","Component Pascal","Crystal","Csound","Csound Document","Csound Score","Cuda","Curry","Cycript","Cypher","Cython","D","DIGITAL Command Language","DM","Dafny","Dart","Daslang","DataWeave","Dhall","Dockerfile","Dogescript","Dylan","E","ECL","EQ","EdgeQL","Elixir","Elm","Elvish","Emacs Lisp","EmberScript","Erlang","F#","F*","FIRRTL","FLUX","FPP","Factor","Fancy","Fantom","Fennel","Filebench WML","Flix","Fluent","Forth","Fortran","Fortran Free Form","FreeBASIC","FreeMarker","Futhark","G-code","GAML","GAMS","GAP","GDB","GDScript","GDShader","GLSL","GSC","Genero 4gl","Genshi","Gentoo Ebuild","Gentoo Eclass","Gherkin","Gleam","Glimmer JS","Glimmer TS","Glyph","Gno","Gnuplot","Go","Golo","Gosu","Grace","Grammatical Framework","Groovy","Groovy Server Pages","HCL","HIP","HLSL","Hack","Harbour","Hare","Haskell","Haxe","HiveQL","HolyC","Hurl","Hy","IDL","IGOR Pro","IL Assembly","ISPC","Idris","ImHex Pattern Language","ImageJ Macro","Imba","Inform 7","Ink","Inno Setup","Io","Ioke","Isabelle","J","JASS","JCL","JFlex","JSONiq","Jac","Jai","Janet","Java","Java Server Pages","Java Template Engine","JavaScript","JavaScript+ERB","JetBrains MPS","Jison","Jison Lex","Jolie","Jsonnet","Julia","Just","KCL","KRL","Kaitai Struct","KakouneScript","Koka","Kotlin","LFE","LLVM","LLVM TableGen","LOLCODE","LSL","LabVIEW","Langium","Lasso","Lean","Leo","Lex","LigoLANG","LilyPond","Linker Script","Liquidsoap","Literate Agda","Literate CoffeeScript","Literate Haskell","LiveCode Script","LiveScript","Lobster","Logos","Logtalk","LookML","Lua","Luau","M","M4","MATLAB","MAXScript","MLIR","MQL4","MQL5","MUF","Macaulay2","Makefile","Mako","Max","MeTTa","Mercury","Metal","MiniD","MiniZinc","Mint","Mirah","Modelica","Modula-3","Module Management System","Mojo","Monkey","MoonBit","MoonScript","Motorola 68K Assembly","Move","Myghty","NASL","NSIS","NWScript","Nearley","NetLinx","NetLinx+ERB","NetLogo","Nextflow","Nim","Nit","Nix","Nu","NumPy","OCaml","OMNeT++ NED","Oberon","Objective-C","Objective-C++","Objective-J","Odin","Omgrofl","Opa","Opal","Open Policy Agent","OpenCL","OpenQASM","OpenSCAD","OverPy","OverpassQL","Ox","Oxygene","Oz","P4","PDDL","PEG.js","PHP","PLSQL","PLpgSQL","POV-Ray SDL","Pact","Pan","Papyrus","Parrot","Parrot Assembly","Parrot Internal Representation","Pascal","Pawn","Pep8","Perl","PigLatin","Pike","PogoScript","Polar","Pony","Portugol","Power Query","PowerBuilder","PowerShell","Praat","Processing","Prolog","Promela","Propeller Spin","Puppet","PureBasic","PureScript","Pyret","Python","Q#","QML","QMake","QuakeC","Quint","R","RAScript","REALbasic","REXX","RPGLE","Racket","Ragel","Raku","Rascal","ReScript","Reason","ReasonLIGO","Rebol","Red","Redcode","RenderScript","Rhai","Ring","RobotFramework","Roc","Rocq Prover","Rouge","Ruby","Rust","SAS","SMT","SQF","SQL","SQLPL","SWIG","Sage","Sail","Salt","Scala","Scenic","Scheme","Scilab","Self","Shell","ShellSession","Shen","Sieve","Slang","Slash","SmPL","Smali","Smithy","Snakemake","Solidity","SourcePawn","Squirrel","Stan","Standard ML","Starlark","Stata","SurrealQL","Swift","SystemVerilog","TI Program","TL-Verilog","TLA","TSX","TXL","Tact","Talon","Tape","Tcl","Tcsh","Thrift","Toit","Tolk","Turing","TypeScript","Unified Parallel C","Uno","UnrealScript","Untyped Plutus Core","UrWeb","VBA","VBScript","VCL","VHDL","Vala","Verilog","Verse","Vim script","Visual Basic .NET","Visual Basic 6.0","Volt","Vyper","WDL","WGSL","WebAssembly","WebIDL","Whiley","Witcher Script","Wolfram Language","Wollok","Wren","X10","XC","XProc","XQuery","XS","XSLT","Xojo","Xonsh","Xtend","YARA","Yacc","Yul","ZAP","ZIL","Zeek","ZenScript","Zephir","Zig","Zimpl","eC","fish","hoon","mIRC Script","mcfunction","mupad","nesC","ooc","sed","wisp","xBase"],"total_dimensions":7,"assessable_dimensions":6},"dimensions":[{"id":"01","band":"adequate","name":"Architecture & Codebase — including AI provenance","coverage":"full","findings":[{"id":"01.6","band":"adequate","layer":"deterministic","title":"internal/binding/cpp/re2/unicode_groups.cc is 6,513 lines, 42× this codebase's median file","signal":"oversized_modules","weight":"corroborating","context":true,"evidence":[{"ref":"line-count","kind":"path","path":"internal/binding/cpp/re2/unicode_groups.cc","detail":"6,513 lines (42× median)","line_end":6513,"line_start":1},{"ref":"line-count","kind":"path","path":"internal/service/chat_pipeline.go","detail":"4,646 lines (30× median)","line_end":4646,"line_start":1},{"ref":"line-count","kind":"path","path":"internal/cli/user_parser.go","detail":"4,538 lines (29× median)","line_end":4538,"line_start":1},{"ref":"line-count","kind":"path","path":"web/src/locales/en.ts","detail":"4,222 lines (27× median)","line_end":4222,"line_start":1},{"ref":"line-count","kind":"path","path":"web/src/locales/az.ts","detail":"4,146 lines (27× median)","line_end":4146,"line_start":1}],"observed":{"largest":6513,"library":{"n":382,"share":47,"value":42.6,"cutoff":138.63,"material":false,"percentile":85},"threshold":1530,"files_over":55,"median_lines":153},"dimension":"01","rationale":"The median source file here is 153 lines. 55 files exceed 1,530 lines, the largest being 6,513. 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.","context_why":"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."},{"id":"01.25","band":"adequate","layer":"deterministic","title":"1 base image floats: no version, or `latest`","signal":"build_reproducibility","weight":"corroborating","evidence":[{"ref":"Dockerfile","kind":"path","path":"Dockerfile","detail":"base image without a version","line_end":11,"line_start":11}],"observed":{"floating":1,"from_lines":7},"dimension":"01","rationale":"1 of 7 `FROM` lines in product Dockerfiles name an image without a version, or with `latest`. Each build pulls whatever the registry serves that day, so the image that ships can change without a commit, and last month's build cannot be reproduced. Pin a version, or a digest."}],"signals_run":11,"conclusive_signals":10,"what_a_person_adds":[{"id":"01.38","kind":"H+","where":"The team","measured":"No architecture or design document is in the tree, across 3,360 product files.","question":"Where does the design live, and who holds it?"},{"id":"01.39","kind":"H","where":"Your architects, with the product roadmap","question":"Is the architecture right for the next three years of the product?"},{"id":"01.40","kind":"H","where":"The team's reasoning at the time","question":"Were the home-grown components reasonable choices when they were made, and are they now?"}]},{"id":"02","band":"strong","name":"Engineering Process & SDLC Maturity","coverage":"high","findings":[],"signals_run":16,"conclusive_signals":15,"what_a_person_adds":[{"id":"02.32","kind":"H","where":"The code host's pull request data","question":"Is review real or a rubber stamp? Comment depth and time to approve need the pull request history."},{"id":"02.38","kind":"H","where":"The issue tracker: backlog, sprint history, estimate accuracy","question":"Is delivery planned and measured, or heroic?"},{"id":"02.37","kind":"H","where":"Tickets, chat and postmortems","question":"How are incidents run, reviewed and learned from?"}]},{"id":"03","band":"strong","name":"Organization & Key-Person Risk","coverage":"partial","findings":[],"signals_run":10,"conclusive_signals":10,"what_a_person_adds":[{"id":"03.29","kind":"H+","where":"The deal terms","measured":"884 people have committed here.","question":"Which of them are you acquiring, and which are you replacing?"},{"id":"03.28","kind":"H","where":"The team; review history only suggests candidates","question":"Who mentors whom, and would that survive a departure?"},{"id":"03.30","kind":"H","where":"Recruiting data and the org chart","question":"Can the team grow, and who stands behind the top three contributors?"},{"id":"03.31","kind":"H","where":"HR data","question":"Is the seniority mix sound, and will pay survive your salary bands?"},{"id":"03.14","kind":"H","where":"Interviews and on-call history","question":"Is the pace sustainable? Commit times cannot say: git keeps no reliable local time."},{"id":"03.32","kind":"H","where":"Interviews","question":"Does the team want to stay after close?"},{"id":"03.33","kind":"H","where":"Time with the team","question":"How are decisions made and disagreements resolved?"}]},{"id":"04","band":"adequate","name":"Product & Engineering Maturity","coverage":"minimal","findings":[{"id":"04.3","band":"adequate","layer":"deterministic","title":"126 direct dependencies in a single manifest","signal":"dependency_sprawl","weight":"corroborating","evidence":[{"ref":"direct-dependencies","kind":"path","path":"web/package.json","detail":"126 declared"},{"ref":"direct-dependencies","kind":"path","path":"go.mod","detail":"91 declared"},{"ref":"direct-dependencies","kind":"path","path":"pyproject.toml","detail":"10 declared"},{"ref":"direct-dependencies","kind":"path","path":"internal/channels/whatsapp-gateway/package.json","detail":"2 declared"}],"observed":{"set_aside":{"tools/firecrawl/requirements.txt":"not product code (tooling)","tools/es-to-oceanbase-migration/pyproject.toml":"not product code (tooling)","tools/chatgpt-on-wechat/plugins/requirements.txt":"not product code (tooling)"},"by_manifest":{"go.mod":91,"pyproject.toml":10,"web/package.json":126,"sdk/python/pyproject.toml":2,"internal/channels/whatsapp-gateway/package.json":2}},"dimension":"04","rationale":"web/package.json declares 126 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."},{"id":"04.20","band":"adequate","layer":"deterministic","title":"Fixes are 62% of recent work, up from 41%","signal":"fix_share_trend","weight":"corroborating","evidence":[{"ref":"fix share by quarter","kind":"metric","detail":"67%, 57%, 47%, 43%, 42%, 39%, 40%, 32%"}],"observed":{"fix_share_by_quarter_newest_first":[0.67,0.57,0.47,0.43,0.42,0.39,0.4,0.32]},"dimension":"04","rationale":"In the last two quarters 62% of commits were fixes, against 41% in the quarters before. Rising fix work usually means quality debt is coming due, and it takes time that new work would have had."},{"id":"04.62","band":"adequate","layer":"deterministic","title":"Releases are cut from another branch than the one surveyed","signal":"release_branch","weight":"corroborating","context":true,"evidence":[{"ref":"8090ffd8b","kind":"commit","detail":"tag v0.27.3"}],"observed":{"elsewhere":2,"on_branch":55,"tags_in_window":57,"direction_known":true,"later_on_branch":0},"dimension":"04","rationale":"The newest release, v0.27.3, is not on the branch this survey read; the newest release on it is v0.27.2. The shipped product may differ from what this report describes. Survey the release branch too.","context_why":"A note that does not affect this rating: notes like it are common in well-run projects."}],"signals_run":19,"conclusive_signals":12,"what_a_person_adds":[{"id":"04.11","kind":"H+","where":"The team","measured":"6,129 commits landed in the last year, against 2,749 the year before (+123%).","question":"What drove it: new people, a deadline, or code produced faster than before?"},{"id":"04.32","kind":"H","where":"The data room and the team's record of estimates","question":"Can this team deliver the stated roadmap on the stated timeline?"},{"id":"04.31","kind":"H","where":"Budget and roadmap decisions","question":"Does leadership know about the debt, and is time budgeted to repay it?"},{"id":"04.33","kind":"H","where":"Revenue, customer and churn data","question":"Is the engineering shape consistent with the commercial story?"}]},{"id":"05","band":"adequate","name":"Security & Reliability Posture","coverage":"partial","findings":[{"id":"05.2","band":"adequate","layer":"deterministic","title":"None of the standard security guard rails are configured","signal":"security_guardrails","weight":"corroborating","evidence":[{"ref":"guardrail-scan","kind":"metric","detail":"checked 5 kinds of guard rail across 5,450 tracked files; 0 present"}],"observed":{},"dimension":"05","rationale":"There is no disclosure policy, no automated dependency updates, no named code owners and no pre-commit configuration. None of these is load-bearing on its own. Their collective absence says that security posture here is whatever the current team happens to remember to do, which is not a posture that survives the team changing."},{"id":"05.6","band":"adequate","layer":"deterministic","title":"2 Dockerfiles run the application as root","signal":"container_runs_as_root","weight":"corroborating","evidence":[{"ref":"no-USER-instruction","kind":"path","path":"Dockerfile","detail":"runs as root"},{"ref":"no-USER-instruction","kind":"path","path":"deps/Dockerfile","detail":"runs as root"}],"observed":{"rootful":2,"dockerfiles":2},"dimension":"05","rationale":"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."},{"id":"05.25","band":"adequate","layer":"deterministic","title":"4 environment files are committed","signal":"secrets_management_pattern","weight":"corroborating","context":true,"evidence":[{"ref":"docker/.env","kind":"path","path":"docker/.env","detail":"committed environment file"},{"ref":"docker/.env.single-bucket-example","kind":"path","path":"docker/.env.single-bucket-example","detail":"committed environment file"},{"ref":"web/.env","kind":"path","path":"web/.env","detail":"committed environment file"}],"observed":{"env_files":4},"dimension":"05","rationale":"docker/.env, docker/.env.single-bucket-example, web/.env and more are 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.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"05.27","band":"adequate","layer":"deterministic","title":"The build runs third-party code it does not pin","signal":"supply_chain_pinning","weight":"corroborating","context":true,"evidence":[{"ref":".github/workflows/release-python.yml","kind":"path","path":".github/workflows/release-python.yml","detail":"action pinned by tag","line_end":74,"line_start":74},{"ref":".github/workflows/release.yml","kind":"path","path":".github/workflows/release.yml","detail":"action pinned by tag","line_end":234,"line_start":234}],"observed":{"action_refs":31,"pipe_to_shell":0,"unpinned_third_party":6},"dimension":"05","rationale":"6 third-party CI actions are referenced by a tag or branch rather than a commit, so they run whatever that tag points to on the day. Tags have been moved to malicious commits in real supply-chain attacks, and a piped script is whatever the server returns that minute. Pinning to a commit is the fix, and it is small.","context_why":"A note that does not affect this rating: notes like it are common in well-run projects."},{"id":"05.13","band":"adequate","layer":"deterministic","title":"10 outbound calls can wait forever","signal":"outbound_timeouts","weight":"corroborating","context":true,"evidence":[{"ref":"internal/rag/decisionhead/remote.go","kind":"path","path":"internal/rag/decisionhead/remote.go","detail":"outbound call without a timeout","line_end":63,"line_start":63},{"ref":"internal/syncer/connector/gmail.go","kind":"path","path":"internal/syncer/connector/gmail.go","detail":"outbound call without a timeout","line_end":71,"line_start":71},{"ref":"internal/syncer/connector/gmail.go","kind":"path","path":"internal/syncer/connector/gmail.go","detail":"outbound call without a timeout","line_end":224,"line_start":224}],"observed":{"calls_without_timeout":10},"dimension":"05","rationale":"10 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.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"05.20","band":"adequate","layer":"deterministic","title":"37 SQL statements built from strings","signal":"sql_from_strings","weight":"corroborating","context":true,"evidence":[{"ref":"internal/dao/migration.go","kind":"path","path":"internal/dao/migration.go","detail":"SQL built from a string","line_end":904,"line_start":904},{"ref":"internal/dao/migration.go","kind":"path","path":"internal/dao/migration.go","detail":"SQL built from a string","line_end":920,"line_start":920},{"ref":"internal/dao/migration.go","kind":"path","path":"internal/dao/migration.go","detail":"SQL built from a string","line_end":1038,"line_start":1038}],"observed":{"files":11,"sites":37,"value_interpolated":0},"dimension":"05","rationale":"37 places in product code build SQL by formatting or joining strings rather than passing parameters. In each, what the code shows going in is a table or column name, a constant, or something the line does not show, not a request's value. Ask whether any value reaches these strings, rather than a parameter.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"05.21","band":"adequate","layer":"deterministic","title":"2 shell commands built from strings","signal":"shell_from_strings","weight":"corroborating","context":true,"evidence":[{"ref":"internal/harness/core/prebuilt/coding/coding.go","kind":"path","path":"internal/harness/core/prebuilt/coding/coding.go","detail":"command run through a shell","line_end":228,"line_start":228},{"ref":"internal/harness/core/prebuilt/coding/coding.go","kind":"path","path":"internal/harness/core/prebuilt/coding/coding.go","detail":"command run through a shell","line_end":251,"line_start":251}],"observed":{"sites":2},"dimension":"05","rationale":"2 places run a command through a shell (`shell=True`, `os.system`, `exec` with a template) rather than passing arguments. Where any part comes from outside, it is command injection. Ask where each one's input comes from.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"05.26","band":"adequate","layer":"deterministic","title":"11 locked dependencies have published vulnerabilities, 4 high or critical in what ships","signal":"known_vulnerabilities","weight":"corroborating","evidence":[{"ref":"sdk/python/uv.lock","kind":"path","path":"sdk/python/uv.lock","detail":"certifi 2025.10.5: GHSA-6q48-6c7w-9gw2 (critical), fixed in 2026.10.19"},{"ref":"uv.lock","kind":"path","path":"uv.lock","detail":"certifi 2026.1.4: GHSA-6q48-6c7w-9gw2 (critical), fixed in 2026.10.19"},{"ref":"go.mod","kind":"path","path":"go.mod","detail":"github.com/gomarkdown/markdown v0.0.0-20260614204949-e08cff860f76: GHSA-cv23-7vc5-jfh7 (high); pinned to a commit or a branch, so whether it has the fix needs the dependency's own source"}],"observed":{"advisories":13,"dependencies":486,"high_or_critical":5,"pinned_to_a_commit":1,"ecosystems_not_read":[],"vulnerable_packages":11,"set_aside_not_imported":1,"high_or_critical_shipping":4},"unproven":true,"dimension":"05","rationale":"11 of 486 locked dependencies match 13 published advisories in OSV, 5 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."},{"id":"05.45","band":"adequate","layer":"deterministic","title":"1 workload setting give a container the host","signal":"privileged_workloads","weight":"corroborating","evidence":[{"ref":"docker/docker-compose-base.yml","kind":"path","path":"docker/docker-compose-base.yml","detail":"privileged or host namespace","line_end":222,"line_start":222}],"observed":{"sites":1,"behind_a_setting_or_built_here":0},"unproven":true,"dimension":"05","rationale":"1 places in the deployment configuration run a container privileged or in the host's network, process or IPC namespace. A compromise of that container is a compromise of the machine, and most acquirers' security reviews block it. Node agents (network, storage, monitoring) are excluded."},{"id":"05.48","band":"adequate","layer":"deterministic","title":"7 places insert HTML from a variable without sanitising it","signal":"unsafe_html","weight":"corroborating","context":true,"evidence":[{"ref":"web/public/iconfont.js","kind":"path","path":"web/public/iconfont.js","detail":"HTML from a variable","line_end":190,"line_start":190},{"ref":"web/src/components/generate-log-button.tsx","kind":"path","path":"web/src/components/generate-log-button.tsx","detail":"HTML from a variable","line_end":71,"line_start":71},{"ref":"web/src/components/originui/select-with-search.tsx","kind":"path","path":"web/src/components/originui/select-with-search.tsx","detail":"HTML from a variable","line_end":338,"line_start":338}],"observed":{"sites":7},"dimension":"05","rationale":"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.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"05.9","band":"adequate","layer":"deterministic","title":"2 vendored components with no licence","signal":"license_vendored_unlicensed","weight":"corroborating","context":true,"evidence":[{"ref":"deps/Dockerfile","kind":"path","path":"deps/Dockerfile","detail":"1 tracked files, no licence file"},{"ref":"deps/download_deps.py","kind":"path","path":"deps/download_deps.py","detail":"1 tracked files, no licence file"}],"observed":{"unlicensed":["deps/Dockerfile","deps/download_deps.py"],"total_components":2,"stated_in_headers_or_notices":0},"dimension":"05","rationale":"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.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"05.65","band":"adequate","layer":"deterministic","title":"18 advisories against this project in the last 24 months, 12 high or critical","signal":"advisory_record","weight":"corroborating","context":true,"evidence":[{"ref":"GHSA-c6q8-23rp-32cv","kind":"advisory","detail":"2026-10-05: GHSA-c6q8-23rp-32cv (high): OpenAI-compatible agent completion bypasses private canvas authorization"},{"ref":"CVE-2026-51892","kind":"advisory","detail":"2026-10-01: CVE-2026-51892 (moderate): infiniflow ragflow 0.24.0 is vulnerable to Incorrect Access Control via /v1/document/get/<doc_id>."},{"ref":"CVE-2026-51895","kind":"advisory","detail":"2026-10-01: CVE-2026-51895 (moderate): Ragflow 0.24.0 and prior contains improper access control in update_metadata_setting (api/apps/kb_app.py). Depending on the exposed entry, an attacker can perfo"},{"ref":"CVE-2026-51896","kind":"advisory","detail":"2026-10-01: CVE-2026-51896 (moderate): infiniflow ragflow 0.25.3 contains improper access control in resume (api/apps/connector_app.py). Depending on the exposed entry, an attacker can perform unauth"},{"ref":"CVE-2026-93013","kind":"advisory","detail":"2026-09-17: CVE-2026-93013 (moderate): RAGFlow through 0.27.2 contains a path traversal vulnerability in the dev_insert_chunks_from_file and dev_insert_metadata_from_file endpoints that allows authen"}],"observed":{"newest":"2026-10-05","critical":7,"affecting":0,"could_not_tell":12,"last_24_months":18,"sources_failed":["OSV PyPI ragflow-sdk (an empty record for a package published here)"],"known_exploited":0,"high_or_critical":12,"record_incomplete":["NVD: 5 records name ragflow with nothing tying them to this repository (CVE-2024-12871, CVE-2024-12880, CVE-2026-51893, …)"]},"dimension":"05","rationale":"The newest was published on 2026-10-05. 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 12 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 0.27.2. Answer lives in: the release you run, set against each fixed version. The record is incomplete: NVD: 5 records name ragflow with nothing tying them to this repository (CVE-2024-12871, CVE-2024-12880, CVE-2026-51893, …).","context_why":"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."}],"signals_run":34,"conclusive_signals":27,"what_a_person_adds":[{"id":"05.38","kind":"H+","where":"The provider's console and audit log","measured":"05.5 found credential-shaped strings in this repository.","question":"Was each one revoked at the provider? Deleting it from the code revokes nothing; only the provider's audit log shows that it was."},{"id":"05.43","kind":"H+","where":"The security owner","measured":"No threat model is in the tree of what looks like a running service.","question":"Does one exist elsewhere, and who owns it?"},{"id":"05.41","kind":"H","where":"Ticketing and chat","question":"What has actually broken, how often, and how badly?"},{"id":"05.42","kind":"H","where":"Reports in the data room","question":"What did external testing find, and was it fixed?"},{"id":"05.44","kind":"H","where":"Audit reports; policy files in the tree are not evidence","question":"What is the SOC 2, ISO 27001 or GDPR status, and where is the evidence?"}]},{"id":"06","band":"strong","name":"Observability & Operations","coverage":"partial","findings":[{"id":"06.9","band":"adequate","layer":"deterministic","title":"No error reporter is wired in","signal":"error_reporting","weight":"corroborating","context":true,"evidence":[{"ref":"error reporting","kind":"metric","detail":"no error reporter initialised"}],"observed":{"installed":[],"initialised":0,"config_files":0},"dimension":"06","rationale":"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.","context_why":"A note that does not affect this rating: notes like it are common in well-run projects."},{"id":"06.18","band":"adequate","layer":"deterministic","title":"1 of 18 deployed images carry no version, or `latest`","signal":"deployed_image_floats","weight":"corroborating","context":true,"evidence":[{"ref":"docker/docker-compose-base.yml","kind":"path","path":"docker/docker-compose-base.yml","detail":"image without a version","line_end":163,"line_start":163}],"observed":{"images":18,"floating":1},"dimension":"06","rationale":"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.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."}],"signals_run":16,"conclusive_signals":11,"what_a_person_adds":[{"id":"06.19","kind":"H+","where":"The operations team","measured":"Nothing in the tree backs up or restores data.","question":"How is data backed up, and has a restore ever been rehearsed?"},{"id":"06.10","kind":"H+","where":"The alerting tool and the on-call rota","measured":"No alert rule is defined in the repository.","question":"Where are alerts defined, who receives them, and when did one last fire?"},{"id":"06.29","kind":"H","where":"Pager history and dashboard logs","question":"Are the dashboards opened, the alerts acknowledged and the pages answered?"},{"id":"06.30","kind":"H","where":"Production metrics","question":"Are the service-level objectives actually met?"},{"id":"06.31","kind":"H","where":"Pager exports and interviews","question":"Who carries the pager, and how often does it go off?"},{"id":"06.32","kind":"H","where":"Cloud billing and capacity plans","question":"What does it cost to run, and how much headroom is there?"}]},{"id":"07","band":"not assessable","name":"Fit with the Acquirer","coverage":"none","findings":[],"signals_run":0,"conclusive_signals":0,"what_a_person_adds":[{"id":"07.1","kind":"H+","question":"This is primarily a TypeScript codebase, with Go alongside (47% of source files). Does your engineering organisation already run TypeScript in production, or would this be the first?"},{"id":"07.10","kind":"H+","question":"The bulk of this system sits in internal/, web/, conf/. Which of your existing systems would each of those have to absorb or replace?"},{"id":"07.2","kind":"H+","question":"The repository carries deployment configuration (Dockerfile and 7 more). Does that match your deployment and on-call model, or does it need rehosting first?"},{"id":null,"kind":"H+","question":"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?"},{"id":"07.11","kind":"H","where":"Your architecture","question":"Which of these systems duplicate yours, and which get retired?"},{"id":"07.12","kind":"H","where":"The engagement","question":"What will integration cost, and in what order?"},{"id":"07.13","kind":"H","where":"Your org design","question":"Where does the team land in your organisation, and who reports to whom?"},{"id":"07.14","kind":"H","where":"Deal terms","question":"Are there earn-outs, retention packages or contractor IP to assign?"},{"id":"07.15","kind":"H","where":"Customer contracts","question":"Do customer contracts limit hosting, regions or vendors?"}],"not_assessable_reason":"structurally not assessable from a repository"}],"repository":{"loc":1383831,"head":"a55dccee4c211046b4e4d216a538bc60fae78dfd","slug":"infiniflow/ragflow","tags":156,"stars":92747,"shallow":false,"span_days":1046.2,"last_commit":"2026-10-23T12:09:20+00:00","surveyed_at":"2026-10-23T19:12:05.346032+00:00","commits_read":10384,"first_commit":"2023-12-12T06:13:13+00:00","truncated_at":null,"window_start":"2023-12-12T06:13:13+00:00","tracked_files":5450,"history_complete":true},"generated_at":"2026-10-23T19:16:44.339556+00:00","generated_by":"borehole 0.7.15","rejection_log":[{"reason":"change is spread across the codebase rather than pooling in a few files","signal":"hotspot_concentration","observed":{"files":11170,"top5_share":0.034},"dimension":"04","conclusive":true},{"reason":"debt markers are sparse","signal":"debt_markers","observed":{"markers":64,"per_kloc":0.05,"lines_read":1378762},"dimension":"04","conclusive":true},{"reason":"test effort kept pace with code written","signal":"test_growth","observed":{"late_test_per_code":0.529,"early_test_per_code":0.07},"dimension":"04","conclusive":true},{"reason":"rework is not rising against new work","signal":"churn_trend","observed":{"late_delete_per_insert":0.556,"early_delete_per_insert":0.433,"single_commit_deletions_set_aside":[]},"dimension":"04","conclusive":true},{"reason":"no pinned runtime version to check","signal":"eol_runtime","observed":{"pinned":0},"dimension":"04","conclusive":false},{"reason":"fixes usually come with a test","signal":"fixes_with_tests","observed":{"fixes":4617,"share":0.328,"with_tests":1516},"dimension":"04","conclusive":true},{"reason":"no schema migrations to read","signal":"schema_churn","observed":{},"dimension":"04","conclusive":false},{"reason":"little code is kept for the old way","signal":"compat_layers","observed":{"share":0.0,"code_files":2828,"compat_files":0,"oldest_months":0},"dimension":"04","conclusive":true},{"reason":"one library per job, mostly","signal":"dependency_redundancy","observed":{"jobs_doubled":{}},"dimension":"04","conclusive":true},{"reason":"a telemetry or error-reporting library is referenced","signal":"telemetry_presence","observed":{"note":"presence only; whether anyone watches it is not visible here","sample":["conf/service_conf.yaml: otel","docker/.env: ","go.mod: opentelemetry"],"matches":20},"dimension":"06","conclusive":true},{"reason":"a structured logging library is referenced","signal":"structured_logging","observed":{"sample":["cmd/ragflow_server.go","go.mod","internal/admin/service.go"],"matches":263},"dimension":"06","conclusive":true},{"reason":"a health or readiness check is defined","signal":"healthcheck_presence","observed":{"sample":[".github/workflows/sep-tests.yml: healthcheck ","docker/docker-compose-base.yml:     healthcheck:","internal/admin/router.go: /healthz"]},"dimension":"06","conclusive":true},{"reason":"the service is visible in more than one way","signal":"telemetry_depth","observed":{"kinds":["traces","structured logs"]},"dimension":"06","conclusive":true},{"reason":"a frontend: console output is the browser's, not the server's","signal":"print_logging","observed":{},"dimension":"06","conclusive":false},{"reason":"a request can be followed through the logs","signal":"correlation_ids","observed":{"tracing":true,"request_id_sites":26},"dimension":"06","conclusive":true},{"reason":"the product's code names no reporting host","signal":"usage_reporting_default","observed":{"settings_on":0,"settings_off":0,"reporting_hosts":[]},"dimension":"06","conclusive":true},{"reason":"no alert rules in the repository; they may live in a console","signal":"alert_rules","observed":{"alert_files":0},"dimension":"06","conclusive":false},{"reason":"no Kubernetes probes","signal":"probes_identical","observed":{},"dimension":"06","conclusive":false},{"reason":"no Kubernetes deployments","signal":"single_replica","observed":{},"dimension":"06","conclusive":false},{"reason":"environment differences live in configuration","signal":"environment_branching","observed":{"sites":0},"dimension":"06","conclusive":true},{"reason":"releases are marked","signal":"release_markers","observed":{"tags_last_year":122,"release_commits":1,"changelog_commits":44,"commits_last_year":6145},"dimension":"06","conclusive":true},{"reason":"migrations do not run at container start","signal":"migrate_on_start","observed":{},"dimension":"06","conclusive":true},{"reason":"no feature-flag service; flags may live elsewhere","signal":"feature_flags","observed":{"sdk_files":0,"evaluation_sites":0},"dimension":"06","conclusive":false},{"reason":"no single contributor dominates the last 24 months","signal":"contributor_concentration","observed":{"years":2.9,"window":"last 24 months","authors":884,"top_share":"less than a quarter","bus_factor":10,"authors_in_window":798,"top_share_all_time":"less than a quarter","bus_factor_all_time":9},"dimension":"03","conclusive":true},{"reason":"more than one contributor active in the trailing year","signal":"active_contributors","observed":{"all_time":884,"active_12mo":554},"dimension":"03","conclusive":true},{"reason":"every substantial directory has been touched by more than one person","signal":"knowledge_silos","observed":{"authors":884,"directories":10},"dimension":"03","conclusive":true},{"reason":"an open contributor base, where one-commit contributors are normal","signal":"drive_by_contributors","observed":{"authors":884,"one_off_share":0.561},"dimension":"03","conclusive":true},{"reason":"no contributor dominates enough for their absence to matter","signal":"contributor_attrition","observed":{"authors":884,"top_share":"less than a quarter","top_contributor_last_committed":"within the last three months"},"dimension":"03","conclusive":true},{"reason":"more than one person changes the critical paths","signal":"critical_path_ownership","observed":{"authors":798,"sole_owned_areas":[]},"dimension":"03","conclusive":true},{"reason":"the second and third contributors are still active","signal":"second_contributor_attrition","observed":{"gone":[]},"dimension":"03","conclusive":true},{"reason":"the team has not narrowed to one person","signal":"bus_factor_trend","observed":{"by_year_newest_first":[10,4,2]},"dimension":"03","conclusive":true},{"reason":"the team is not shrinking","signal":"joiners_and_leavers","observed":{"left":37,"joined":167,"regular_last_year":183,"regular_prior_year":61},"dimension":"03","conclusive":true},{"reason":"a meaningful share of recent change carries evidence of review","signal":"merge_discipline","observed":{"merges":0,"window":"last 24 months","with_tracked":533,"with_reviewed":0,"reviewed_share":0.997,"commits_in_window":8952,"squashed_with_pr_ref":8922,"with_signed_off_other":66,"reviewed_share_all_time":0.997,"with_committed_by_other":8910},"dimension":"02","conclusive":true},{"reason":"CI configuration is present in the working tree","signal":"ci_presence","observed":{"count":4,"configs":[".github/workflows/release-python.yml",".github/workflows/release.yml",".github/workflows/sep-tests.yml",".github/workflows/serenedb.yml"]},"dimension":"02","conclusive":true},{"reason":"tests are present in a normal proportion to source","signal":"test_presence","observed":{"tests":1689,"source":4515,"test_ratio":0.374},"dimension":"02","conclusive":true},{"reason":"tags are present","signal":"release_cadence","observed":{"tags":156,"sample":["dev-1.0.0","dev-20260622","dev-20260623","dev-20260624","dev-20260625"]},"dimension":"02","conclusive":true},{"reason":"commit subjects generally carry content","signal":"conventional_commits","observed":{"sampled":10384,"low_content_share":0.001},"dimension":"02","conclusive":true},{"reason":"process scaffolding is present in the repository","signal":"branch_protection_hints","observed":{"present":["CI workflows","a pull-request template"]},"dimension":"02","conclusive":true},{"reason":"CI invokes a test runner","signal":"ci_runs_tests","observed":{"sample":[".github/workflows/release.yml",".github/workflows/sep-tests.yml"],"configs":4,"with_tests":2},"dimension":"02","conclusive":true},{"reason":"few tests are switched off","signal":"skipped_tests","observed":{"focused":0,"skipped":0,"test_files":1810,"files_with_skips":0},"dimension":"02","conclusive":true},{"reason":"no test run in CI is written so that it cannot fail","signal":"ci_test_gating","observed":{"configs":4},"dimension":"02","conclusive":true},{"reason":"change is rarely undone","signal":"revert_share","observed":{"share":0.004,"reverts":33,"recent_commits":8886},"dimension":"02","conclusive":true},{"reason":"dependencies move with the code","signal":"dependency_update_cadence","observed":{"lockfiles":6,"commits_since":20,"days_since_lockfile_changed":0},"dimension":"02","conclusive":true},{"reason":"tests are not retried until they pass","signal":"flaky_test_markers","observed":{"test_retries":0,"suite_retries":0},"dimension":"02","conclusive":true},{"reason":"a linter or formatter runs in the build","signal":"lint_in_build","observed":{"wired":3,"ci_configs":4,"product_files":2828},"dimension":"02","conclusive":true},{"reason":"too few merges to judge (squash and rebase leave none)","signal":"long_lived_branches","observed":{"merges":0},"dimension":"02","conclusive":false},{"reason":"changes arrive in reviewable sizes","signal":"commit_size","observed":{"share":0.035,"commits":8392,"over_2000_lines":290},"dimension":"02","conclusive":true},{"reason":"the largest burst was merged pull requests, each developed and reviewed on its own branch (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 it","signal":"burst_import","observed":{"kinds":["merged pull requests, each developed and reviewed on its own branch"],"largest_commits":"8f8699c..7aa012f","bursts_explained":2,"largest_net_added":7517},"dimension":"01","conclusive":true},{"reason":"first commit is not a disproportionate share of the codebase","signal":"initial_dump","observed":{"insertions":216,"share_of_insertions":0.0001},"dimension":"01","conclusive":true},{"reason":"commit subjects vary in wording and length","signal":"message_uniformity","observed":{"length_stdev":23.79,"repeat_share":0.004},"dimension":"01","conclusive":true},{"reason":"most files were revisited after they were first written","signal":"revision_depth","observed":{"files_seen":3145,"write_once_share":0.255},"dimension":"01","conclusive":true},{"reason":"little shipping code is repeated verbatim across files","signal":"duplicated_blocks","observed":{"share":0.0108,"product_files":2827,"distinct_blocks":525445,"duplicated_blocks":5677},"dimension":"01","conclusive":true},{"reason":"errors are rarely thrown away","signal":"swallowed_errors","observed":{"loc":1383831,"files":2,"per_kloc":0.0,"swallowed":2},"dimension":"01","conclusive":true},{"reason":"no language migration is stalled halfway","signal":"unfinished_migration","observed":{},"dimension":"01","conclusive":true},{"reason":"not a data or machine-learning repository","signal":"notebook_outputs","observed":{},"dimension":"01","conclusive":false},{"reason":"no model weights are committed","signal":"weights_in_git","observed":{"files":0},"dimension":"01","conclusive":true},{"reason":"no credential-shaped strings outside test and fixture paths","signal":"committed_secrets","observed":{"note":"the working tree only; the history is 05.5","patterns":8,"files_read":5095,"inert_tokens_set_aside":0,"fixture_matches_ignored":0},"dimension":"05","conclusive":true},{"reason":"a lockfile is committed, so builds are reproducible","signal":"dependency_pinning","observed":{"lockfile":true},"dimension":"05","conclusive":true},{"reason":"a licence file is present","signal":"license_present","observed":{"found":true},"dimension":"05","conclusive":true},{"reason":"too few migrations to judge","signal":"migration_reversibility","observed":{"migrations":0},"dimension":"05","conclusive":false},{"reason":"no code-executing deserialiser in product code","signal":"unsafe_deserialization","observed":{"sites":0},"dimension":"05","conclusive":true},{"reason":"no Kubernetes workload manifests","signal":"resource_limits","observed":{"workloads":0},"dimension":"05","conclusive":false},{"reason":"deployment configuration references secrets, never holds them","signal":"credentials_in_deploy_config","observed":{"files":0,"sites":0},"dimension":"05","conclusive":true},{"reason":"only publishable values carry a public prefix","signal":"public_env_secret","observed":{"names":0,"sites":0,"not_secrets":0,"languages_not_read":["Go"]},"dimension":"05","conclusive":true},{"reason":"production builds do not publish source maps","signal":"source_maps_shipped","observed":{"sites":0},"dimension":"05","conclusive":true},{"reason":"no signing keystore or profile is committed","signal":"signing_material","observed":{"files":0},"dimension":"05","conclusive":true},{"reason":"not a mobile app","signal":"cleartext_traffic","observed":{},"dimension":"05","conclusive":false},{"reason":"not a data or machine-learning repository","signal":"dataset_provenance","observed":{},"dimension":"05","conclusive":false},{"reason":"every licence found in vendored code is permissive or weak-copyleft","signal":"license_copyleft_inherited","observed":{"vendored_paths":2},"dimension":"05","conclusive":true},{"reason":"no packaging manifest states a licence","signal":"license_manifest_conflict","observed":{"manifests_checked":["package.json","pyproject.toml","Cargo.toml","composer.json"]},"dimension":"05","conclusive":false},{"reason":"the licence is recognisable as Apache-2.0","signal":"license_grant_unclear","observed":{"class":"permissive","license":"Apache-2.0"},"dimension":"05","conclusive":true},{"reason":"no widely used compiled library is committed to the product","signal":"committed_native_libraries","observed":{"libraries":0,"recognised":[]},"dimension":"05","conclusive":true},{"reason":"few or no feature flags in the history","signal":"flags_accumulating","observed":{"live":0,"retired":0,"flags_seen":0,"stale_over_a_year":0},"dimension":"04","conclusive":false},{"reason":"the history scanned covers 16 months, less than the 18 this question needs","signal":"api_versions_coexisting","observed":{"months_scanned":16},"dimension":"04","conclusive":false},{"reason":"the history scanned covers 16 months, less than the 24 this question needs","signal":"deprecations_lingering","observed":{"months_scanned":16},"dimension":"04","conclusive":false},{"reason":"the history scanned covers 16 months, less than the 24 this question needs","signal":"dependency_churn","observed":{"months_scanned":16},"dimension":"04","conclusive":false},{"reason":"the history scanned covers 16 months, less than the 24 this question needs","signal":"ci_platforms_dropped","observed":{"months_scanned":16},"dimension":"04","conclusive":false},{"reason":"the README's first screen states no end, move or freeze","signal":"repository_status","observed":{"statements":0},"dimension":"04","conclusive":true},{"reason":"nothing says development happens elsewhere","signal":"development_elsewhere","observed":{"no_pr_statements":0,"mirror_statements":0,"replayed_commit_share":0.0},"dimension":"02","conclusive":true},{"reason":"the root licence has not changed in the history read","signal":"licence_changes","observed":{"licence_versions":1,"unreleased_changes":0},"dimension":"05","conclusive":true},{"reason":"no directory carries a separate paid-edition licence","signal":"paid_edition","observed":{"directories":0},"dimension":"05","conclusive":true},{"reason":"releases keep pace with development","signal":"releases_stopped","observed":{"median_gap_days":0.0,"days_since_last_tag":0,"commits_last_90_days":2705},"dimension":"04","conclusive":true},{"reason":"no file says one person maintains it","signal":"single_maintainer","observed":{"statements":0},"dimension":"03","conclusive":true},{"reason":"record incomplete: no advisory found in the sources that answered; OSV PyPI ragflow-sdk (an empty record for a package published here) did not; NVD: 5 records name ragflow with nothing tying them to this repository (CVE-2024-12871, CVE-2024-12880, CVE-2026-51893, …)","signal":"project_advisories","observed":{"sources":["OSV by commit","OSV Go ragflow (declared here)","OSV PyPI ragflow (declared here)","GitHub repository advisories","NVD"],"affecting":0,"exploited":0,"advisories":18,"version_from":"the newest release tag in the surveyed history, 1,220 commits before the surveyed commit","fix_unreleased":0,"sources_failed":["OSV PyPI ragflow-sdk (an empty record for a package published here)"],"version_unknown":12,"high_or_critical":0,"surveyed_version":"0.27.2","record_incomplete":["NVD: 5 records name ragflow with nothing tying them to this repository (CVE-2024-12871, CVE-2024-12880, CVE-2026-51893, …)"],"affecting_newest_release":1},"dimension":"05","conclusive":false},{"reason":"no affecting advisory is on CISA's Known Exploited list","signal":"project_exploited","observed":{"exploited":0},"dimension":"05","conclusive":false}],"schema_version":"1","repository_says":[{"line":null,"path":null,"text":"Releases are cut from another branch than the one surveyed","finding":"04.62"}],"surveyed_commit":{"says":"The newest release, v0.27.3, is not on the branch this survey read; the newest release on it is v0.27.2","kinds":["not the release line"],"advice":"Read this report as describing that commit, not the release users run. Survey the release branch or tag as well.","newest_release":{"sha":"8090ffd8ba6098813d7f7ec2c4b8774f36c8423a","tag":"v0.27.3"}},"provenance_disclosure":{"agents":["Claude","CodeRabbit","Codex","Cursor","Factory Droid","GitHub Copilot","OpenHands","Pullfrog"],"recent":{"since":"2025-10-23","until":"2026-10-23","window":"the last 12 months","measures":"share of lines added in the last 12 months to 2026-10-23 by commits declaring an AI agent as co-author: the same floor as the all-time share, over a shorter window","confidence":"low","ai_line_share":0.0677,"total_commits":6189,"ai_commit_share":0.0354,"confidence_basis":["22% of non-merge commits carry any trailer at all","low trailer coverage: the convention may not be in consistent use","no widespread author/committer date divergence","the declared share is neither decisive nor negligible, so the true figure is more sensitive to undeclared work"],"declared_commits":219,"total_lines_added":2321292,"declared_lines_added":157217},"window":null,"excluded":"lockfiles, vendored and generated paths are excluded from both measurements so that code nobody wrote cannot move the share","measures":"share of lines added by commits declaring an AI agent as co-author, as a proportion of all lines ever added","confidence":"moderate","measurable":true,"ai_line_share":0.0472,"total_commits":10384,"affects_rating":false,"excluded_lines":291196,"ai_commit_share":0.0215,"confidence_basis":["19% 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"],"declared_commits":223,"total_lines_added":3560240,"surviving_ai_lines":null,"surviving_measures":"share of lines still present in the working tree that originate in an AI-declared commit; null unless the scan was run with --deep","commit_share_by_year":{"2023":0.0,"2024":0.0,"2025":0.002,"2026":0.0399},"declared_agent_names":["Claude","Claude Fable 5","Claude Opus 4.6","Claude Opus 4.6 (1M context)","Claude Opus 4.7","Claude Opus 4.7 (1M context)","Claude Opus 4.8","Claude Opus 4.8 (1M context)","Claude Opus 5","Claude Opus 5 (1M context)","Claude Sonnet 4.5","Claude Sonnet 4.6","Claude Sonnet 5","Codex","Copilot","Copilot App","Copilot Autofix powered by AI","Cursor","Cursor Agent","coderabbitai[bot]","copilot-swe-agent[bot]","factory-droid[bot]","openhands"],"declared_lines_added":167925,"surviving_line_share":null,"floor_not_measurement":"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.","surviving_total_lines":null},"reliance":"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).","published_under_todays_rules":["2 findings from checks Borehole's calibration found wrong more often than right are no longer published."]}