{"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":"studio/backend/core/inference/diffusion.py is 14,543 lines, 85× this codebase's median file","signal":"oversized_modules","weight":"corroborating","context":true,"evidence":[{"ref":"line-count","kind":"path","path":"studio/backend/core/inference/diffusion.py","detail":"14,543 lines (85× median)","line_end":14543,"line_start":1},{"ref":"line-count","kind":"path","path":"studio/install_python_stack.py","detail":"13,744 lines (80× median)","line_end":13744,"line_start":1},{"ref":"line-count","kind":"path","path":"studio/backend/core/inference/video.py","detail":"13,662 lines (80× median)","line_end":13662,"line_start":1},{"ref":"line-count","kind":"path","path":"unsloth/import_fixes.py","detail":"12,906 lines (75× median)","line_end":12906,"line_start":1},{"ref":"line-count","kind":"path","path":"studio/install_llama_prebuilt.py","detail":"12,567 lines (73× median)","line_end":12567,"line_start":1}],"observed":{"largest":14543,"library":{"n":382,"share":72,"value":85.5,"cutoff":138.63,"material":false,"percentile":85},"threshold":1700,"files_over":159,"median_lines":170},"dimension":"01","rationale":"The median source file here is 170 lines. 159 files exceed 1,700 lines, the largest being 14,543. 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":"01.15","band":"adequate","layer":"deterministic","title":"1,843 errors caught and discarded in product code","signal":"swallowed_errors","weight":"corroborating","context":true,"evidence":[{"ref":"docker/jupyter/unsloth_branding.py","kind":"path","path":"docker/jupyter/unsloth_branding.py","detail":"error caught and discarded","line_end":225,"line_start":225},{"ref":"docker/jupyter/unsloth_branding.py","kind":"path","path":"docker/jupyter/unsloth_branding.py","detail":"error caught and discarded","line_end":230,"line_start":230},{"ref":"docker/unsloth_nb_strip_colab.py","kind":"path","path":"docker/unsloth_nb_strip_colab.py","detail":"error caught and discarded","line_end":51,"line_start":51}],"observed":{"loc":1908319,"files":432,"per_kloc":0.97,"swallowed":1843},"dimension":"01","rationale":"1,843 places catch an error and do nothing with it, across 432 files (1.0 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.","context_why":"A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated."},{"id":"01.25","band":"adequate","layer":"deterministic","title":"2 base images float: no version, or `latest`","signal":"build_reproducibility","weight":"corroborating","evidence":[{"ref":"docker/Dockerfile","kind":"path","path":"docker/Dockerfile","detail":"base image without a version","line_end":368,"line_start":368},{"ref":"docker/Dockerfile","kind":"path","path":"docker/Dockerfile","detail":"base image without a version","line_end":397,"line_start":397}],"observed":{"floating":2,"from_lines":4},"dimension":"01","rationale":"2 of 4 `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 3,733 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":"adequate","name":"Engineering Process & SDLC Maturity","coverage":"high","findings":[{"id":"02.24","band":"adequate","layer":"deterministic","title":"5% of recent commits change more than 2,000 lines","signal":"commit_size","weight":"corroborating","evidence":[{"ref":"git log --numstat","kind":"metric","detail":"512 commits over 2,000 lines"}],"observed":{"share":0.051,"commits":10119,"over_2000_lines":512},"dimension":"02","rationale":"512 of 10119 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."}],"signals_run":16,"conclusive_signals":16,"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":"adequate","name":"Organization & Key-Person Risk","coverage":"partial","findings":[{"id":"03.1","band":"adequate","layer":"deterministic","title":"Bus factor 1: recent work is concentrated in one contributor","signal":"contributor_concentration","weight":"corroborating","evidence":[{"ref":"git shortlog -sn","kind":"metric","detail":"last 24 months: top author more than half of 10,730 commits; bus factor 1; 429 authors"}],"observed":{"years":2.9,"window":"last 24 months","authors":439,"top_share":"more than half","bus_factor":1,"authors_in_window":429,"top_share_all_time":"more than half","bus_factor_all_time":1},"dimension":"03","rationale":"In the last 24 months, one contributor authored more than half of 10,730 non-merge commits among 429 authors; across all history, more than half of 11,263. This is the single most expensive thing to discover after closing, and the repository cannot tell you whether that person is part of the transaction."},{"id":"03.60","band":"adequate","layer":"deterministic","title":"The project says one person maintains it","signal":"single_maintainer","weight":"corroborating","evidence":[{"ref":"README.md","kind":"path","path":"README.md","detail":"says it has a single maintainer","line_end":476,"line_start":476}],"observed":{"statements":1},"dimension":"03","rationale":"Its own files say so. Whatever the commit counts show, the project describes itself as depending on one person."}],"signals_run":10,"conclusive_signals":10,"what_a_person_adds":[{"id":"03.29","kind":"H+","where":"The deal terms","measured":"One contributor authored more than half of the commits in this history.","question":"Is that person part of the transaction, and for how long after it?"},{"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":"strong","name":"Product & Engineering Maturity","coverage":"minimal","findings":[],"signals_run":19,"conclusive_signals":11,"what_a_person_adds":[{"id":"04.11","kind":"H+","where":"The team","measured":"8,574 commits landed in the last year, against 2,150 the year before (+299%).","question":"What drove it: new people, a deadline, or code produced faster than before?"},{"id":"04.34","kind":"H+","where":"The ML team and its run history","measured":"Experiment tracking is configured (tensorboard, wandb).","question":"Can the model that ships be tied to the run, data and code that produced it?"},{"id":"04.35","kind":"H+","where":"The ML team","measured":"No model card is in the tree.","question":"What is the model's intended use, what was it trained on, and where does it fail?"},{"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":"05.1","band":"adequate","layer":"deterministic","title":"1 credential-shaped string committed to the tree","signal":"committed_secrets","weight":"corroborating","evidence":[{"kind":"metric","ref":"JWT","detail":"JWT pattern matched"}],"observed":{},"dimension":"05","rationale":"Matches for JWT appear in tracked files outside test and fixture paths. They stay in the history even after they leave the tree, so what matters is whether each was rotated. The code cannot tell whether any of them is live, and that decides whether this matters: none sits in production configuration, and none is in a format its provider keeps for live keys. Is any of these live? Show that each was rotated after it was committed, and when.","locations_withheld":1},{"id":"05.6","band":"adequate","layer":"deterministic","title":"1 Dockerfile runs the application as root","signal":"container_runs_as_root","weight":"corroborating","evidence":[{"ref":"no-USER-instruction","kind":"path","path":"docker/Dockerfile","detail":"runs as root"}],"observed":{"rootful":1,"dockerfiles":1},"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":"05.27","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/scripts/agent-guides-install.sh","kind":"path","path":".github/scripts/agent-guides-install.sh","detail":"download piped into a shell","line_end":63,"line_start":63}],"observed":{"action_refs":470,"pipe_to_shell":24,"unpinned_third_party":0},"dimension":"05","rationale":"24 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.","context_why":"A note that does not affect this rating: notes like it are common in well-run projects."},{"id":"05.20","band":"adequate","layer":"deterministic","title":"27 SQL statements built from strings","signal":"sql_from_strings","weight":"corroborating","evidence":[{"ref":"studio/backend/auth/storage.py","kind":"path","path":"studio/backend/auth/storage.py","detail":"SQL built from a string","line_end":597,"line_start":597},{"ref":"studio/backend/auth/storage.py","kind":"path","path":"studio/backend/auth/storage.py","detail":"SQL built from a string","line_end":601,"line_start":601},{"ref":"studio/backend/core/rag/store.py","kind":"path","path":"studio/backend/core/rag/store.py","detail":"SQL built from a string","line_end":577,"line_start":577}],"observed":{"files":10,"sites":27,"value_interpolated":13},"unproven":true,"dimension":"05","rationale":"27 places in product code build SQL by formatting or joining strings rather than passing parameters, and in 13 of them a value, not a table or column name, goes into the string. Where any of those values comes from a request, it is an injection point. Each site needs a look; the fix, parameters, is small."},{"id":"05.21","band":"adequate","layer":"deterministic","title":"14 shell commands built from strings","signal":"shell_from_strings","weight":"corroborating","context":true,"evidence":[{"ref":"studio/backend/core/inference/tool_path_approval.py","kind":"path","path":"studio/backend/core/inference/tool_path_approval.py","detail":"command run through a shell","line_end":2426,"line_start":2426},{"ref":"studio/backend/core/inference/tool_path_approval.py","kind":"path","path":"studio/backend/core/inference/tool_path_approval.py","detail":"command run through a shell","line_end":3184,"line_start":3184},{"ref":"unsloth/_gpu_init.py","kind":"path","path":"unsloth/_gpu_init.py","detail":"command run through a shell","line_end":714,"line_start":714}],"observed":{"sites":14},"dimension":"05","rationale":"14 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":"05.22","band":"adequate","layer":"deterministic","title":"2 deserialisers that can run code","signal":"unsafe_deserialization","weight":"corroborating","context":true,"evidence":[{"ref":"studio/backend/core/inference/tool_path_approval.py","kind":"path","path":"studio/backend/core/inference/tool_path_approval.py","detail":"code-executing deserialiser","line_end":3407,"line_start":3407},{"ref":"unsloth_cli/commands/eval.py","kind":"path","path":"unsloth_cli/commands/eval.py","detail":"code-executing deserialiser","line_end":309,"line_start":309}],"observed":{"sites":2},"dimension":"05","rationale":"2 places read data with a deserialiser that executes what it reads (pickle, `yaml.load` without a safe loader). That is safe on data the system wrote itself and remote code execution on anything else. 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":"15 locked dependencies have published vulnerabilities, 5 high or critical in what ships","signal":"known_vulnerabilities","weight":"corroborating","evidence":[{"ref":"studio/frontend/package-lock.json","kind":"path","path":"studio/frontend/package-lock.json","detail":"dompurify 3.4.16: GHSA-cg2g-xh64-v4q7 (critical), fixed in 3.4.17"},{"ref":"studio/frontend/package-lock.json","kind":"path","path":"studio/frontend/package-lock.json","detail":"@modelcontextprotocol/sdk 1.31.0: GHSA-22jm-h49p-29qw (high), fixed in 1.32.0"},{"ref":"studio/frontend/package-lock.json","kind":"path","path":"studio/frontend/package-lock.json","detail":"node-forge 1.4.0: GHSA-86w9-cpqp-85rv (high)"}],"observed":{"advisories":26,"dependencies":1764,"high_or_critical":6,"pinned_to_a_commit":0,"ecosystems_not_read":[],"vulnerable_packages":15,"set_aside_not_imported":0,"high_or_critical_shipping":5,"high_or_critical_not_shipped":{"build":1}},"unproven":true,"dimension":"05","rationale":"15 of 1,764 locked dependencies match 26 published advisories in OSV, 6 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. This lockfile pins development tools alongside what ships and does not say which is which, so some of these may never reach a user."},{"id":"05.48","band":"adequate","layer":"deterministic","title":"6 places insert HTML from a variable without sanitising it","signal":"unsafe_html","weight":"corroborating","context":true,"evidence":[{"ref":"studio/backend/assets/docs_ui/redoc.standalone.js","kind":"path","path":"studio/backend/assets/docs_ui/redoc.standalone.js","detail":"HTML from a variable","line_end":2,"line_start":2},{"ref":"studio/backend/assets/docs_ui/redoc.standalone.js","kind":"path","path":"studio/backend/assets/docs_ui/redoc.standalone.js","detail":"HTML from a variable","line_end":2,"line_start":2},{"ref":"studio/backend/assets/docs_ui/redoc.standalone.js","kind":"path","path":"studio/backend/assets/docs_ui/redoc.standalone.js","detail":"HTML from a variable","line_end":752,"line_start":752}],"observed":{"sites":6},"dimension":"05","rationale":"6 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":"05.8","band":"adequate","layer":"deterministic","title":"Manifest says Apache-2.0, licence file says AGPL-3.0","signal":"license_manifest_conflict","weight":"corroborating","evidence":[{"ref":"pyproject.toml","kind":"path","path":"pyproject.toml","detail":"declares Apache-2.0","line_end":16,"line_start":16},{"ref":"COPYING","kind":"path","path":"COPYING","detail":"text of AGPL-3.0"}],"observed":{"file":"AGPL-3.0","manifest":"Apache-2.0"},"unproven":true,"dimension":"05","rationale":"pyproject.toml declares Apache-2.0. COPYING contains the text of AGPL-3.0. Package managers and downstream users read the first; auditors and acquirers read the second. One of them is wrong, and until it is settled the terms this code is offered under are genuinely ambiguous."},{"id":"05.60","band":"adequate","layer":"deterministic","title":"Relicensed: Apache-2.0 → AGPL-3.0 (2026-03-12)","signal":"licence_changes","weight":"corroborating","evidence":[{"ref":"1e2ba1b1d","kind":"commit","path":"LICENSE","detail":"Apache-2.0 from 2023-11-29"},{"ref":"c26aa1a1e","kind":"commit","path":"COPYING","detail":"AGPL-3.0 from 2026-03-12"}],"observed":{"since":"2026-03-12","latest":"AGPL-3.0","weaker":true,"narrowed_at":"2026-03-12","narrowed_days":224,"licence_versions":2,"source_available":false,"narrowed_recently":true,"unreleased_changes":2},"dimension":"05","rationale":"The root licence changed 1 time(s). The latest terms restrict what users, hosts or a buyer may do in ways the earlier ones did not. Code taken under the old terms stays under them, so both matter in diligence."},{"id":"05.65","band":"adequate","layer":"deterministic","title":"2 advisories against this project in the last 24 months, 1 high or critical","signal":"advisory_record","weight":"corroborating","context":true,"evidence":[{"ref":"CVE-2026-112075","kind":"advisory","detail":"2026-10-19: CVE-2026-112075 (low): A weakness has been identified in unslothai unsloth up to 0.1.501-beta. This affects the function FastSentenceTransformer._is_transformer_module_ref of the file"},{"ref":"CVE-2026-93348","kind":"advisory","detail":"2026-09-28: CVE-2026-93348 (high): Unsloth Zoo versions 2025.9.9 before 2026.8.14, as implemented in Unsloth 2025.9.9 through 2026.8.19, contains a code injection vulnerability in the model-loadi"}],"observed":{"newest":"2026-10-19","critical":0,"affecting":0,"could_not_tell":0,"last_24_months":2,"sources_failed":["OSV PyPI unsloth (an empty record for a package published here)"],"known_exploited":0,"high_or_critical":1},"dimension":"05","rationale":"The newest was published on 2026-10-19. A project that publishes advisories is telling its users about its fixes, and the count and pace say how much security work it carries. None of them affects the surveyed version.","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":29,"what_a_person_adds":[{"id":"05.38","kind":"H+","where":"The provider's console and audit log","measured":"05.1 and 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."}],"signals_run":16,"conclusive_signals":10,"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 Python alongside (32% 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 studio/, unsloth/, unsloth_cli/. 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 (docker/Dockerfile and 3 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":1908319,"head":"7f322412f9ed22ad3d90f92b2c92734f1641cba3","slug":"unslothai/unsloth","tags":107,"stars":78469,"shallow":false,"span_days":1059.0,"last_commit":"2026-10-23T17:31:01+00:00","surveyed_at":"2026-10-23T17:36:03.551620+00:00","commits_read":11953,"first_commit":"2023-11-29T16:50:09+00:00","truncated_at":null,"window_start":"2023-11-29T16:50:09+00:00","tracked_files":9151,"history_complete":true},"generated_at":"2026-10-23T17:45:34.132003+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":10224,"top5_share":0.048},"dimension":"04","conclusive":true},{"reason":"debt markers are sparse","signal":"debt_markers","observed":{"markers":27,"per_kloc":0.01,"lines_read":1904025},"dimension":"04","conclusive":true},{"reason":"direct dependency counts are unremarkable","signal":"dependency_sprawl","observed":{"set_aside":{},"by_manifest":{"pyproject.toml":9,"studio/frontend/package.json":76,"unsloth/kernels/moe/requirements.txt":5,"docker/jupyter/unsloth_labext/package.json":11,"studio/backend/core/data_recipe/oxc-validator/package.json":3,"studio/backend/plugins/data-designer-github-repo-seed/pyproject.toml":2,"studio/backend/plugins/data-designer-unstructured-seed/pyproject.toml":5}},"dimension":"04","conclusive":true},{"reason":"tests are kept inside the files they test, which a count by file name cannot see","signal":"test_growth","observed":{"files_with_inline_tests":40},"dimension":"04","conclusive":false},{"reason":"rework is not rising against new work","signal":"churn_trend","observed":{"late_delete_per_insert":0.272,"early_delete_per_insert":0.447,"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":1640,"share":0.452,"with_tests":742},"dimension":"04","conclusive":true},{"reason":"fixing is not crowding out building","signal":"fix_share_trend","observed":{"fix_share_by_quarter_newest_first":[0.1,0.26,0.32,0.21,0.16,0.15,0.07,0.08]},"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":3334,"compat_files":1,"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":["studio/backend/requirements/engines/sglang-linux-cu130-torch213.compat.json: opentelemetry","studio/backend/requirements/engines/vllm-linux-cu130-torch213.compat.json: opentelemetry","studio/backend/requirements/engines/vllm-linux-cu130.compat.json: opentelemetry"],"matches":6},"dimension":"06","conclusive":true},{"reason":"a structured logging library is referenced","signal":"structured_logging","observed":{"sample":[".github/scripts/interrupted_install_probe.py","pyproject.toml","studio/backend/core/data_recipe/jobs/worker.py"],"matches":61},"dimension":"06","conclusive":true},{"reason":"a health or readiness check is defined","signal":"healthcheck_presence","observed":{"sample":[".github/scripts/boot-studio-api-only.sh: /health",".github/scripts/interrupted_install_probe.py: /health",".github/scripts/kaggle_studio_ci/report.py: /health"]},"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":false,"request_id_sites":62},"dimension":"06","conclusive":true},{"reason":"the product's code names no reporting host","signal":"usage_reporting_default","observed":{"settings_on":1,"settings_off":1,"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 deployment descriptor names an image","signal":"deployed_image_floats","observed":{"images":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":88,"release_commits":11,"changelog_commits":21,"commits_last_year":8576},"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":"more than one contributor active in the trailing year","signal":"active_contributors","observed":{"all_time":439,"active_12mo":352},"dimension":"03","conclusive":true},{"reason":"every substantial directory has been touched by more than one person","signal":"knowledge_silos","observed":{"authors":439,"directories":6},"dimension":"03","conclusive":true},{"reason":"an open contributor base, where one-commit contributors are normal","signal":"drive_by_contributors","observed":{"authors":439,"one_off_share":0.663},"dimension":"03","conclusive":true},{"reason":"the dominant contributor is still active","signal":"contributor_attrition","observed":{"authors":439,"top_share":"more than half","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":429,"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":[2,1,1]},"dimension":"03","conclusive":true},{"reason":"the team is not shrinking","signal":"joiners_and_leavers","observed":{"left":7,"joined":80,"regular_last_year":89,"regular_prior_year":16},"dimension":"03","conclusive":true},{"reason":"a meaningful share of recent change carries evidence of review","signal":"merge_discipline","observed":{"merges":559,"window":"last 24 months","with_tracked":353,"with_reviewed":0,"reviewed_share":0.731,"commits_in_window":11400,"squashed_with_pr_ref":7431,"with_signed_off_other":46,"reviewed_share_all_time":0.715,"with_committed_by_other":8073},"dimension":"02","conclusive":true},{"reason":"CI configuration is present in the working tree","signal":"ci_presence","observed":{"count":63,"configs":[".github/workflows/cache-janitor.yml",".github/workflows/cancel-closed-pr-runs.yml",".github/workflows/ci-capacity.yml",".github/workflows/clean-machine-install-ci.yml",".github/workflows/codeql.yml"]},"dimension":"02","conclusive":true},{"reason":"tests are present in a normal proportion to source","signal":"test_presence","observed":{"tests":5138,"source":8414,"test_ratio":0.611},"dimension":"02","conclusive":true},{"reason":"tags are present","signal":"release_cadence","observed":{"tags":107,"sample":["2025-01","2025-02","2025-02-v2","2025-03","August-2024"]},"dimension":"02","conclusive":true},{"reason":"commit subjects generally carry content","signal":"conventional_commits","observed":{"sampled":11374,"low_content_share":0.021},"dimension":"02","conclusive":true},{"reason":"process scaffolding is present in the repository","signal":"branch_protection_hints","observed":{"present":["CI workflows","CODEOWNERS","pre-commit hooks","contribution guidance"]},"dimension":"02","conclusive":true},{"reason":"CI invokes a test runner","signal":"ci_runs_tests","observed":{"sample":[".github/workflows/clean-machine-install-ci.yml",".github/workflows/consolidated-tests-ci.yml",".github/workflows/cross-platform-parity-ci.yml"],"configs":63,"with_tests":30},"dimension":"02","conclusive":true},{"reason":"few tests are switched off","signal":"skipped_tests","observed":{"focused":0,"skipped":0,"test_files":5162,"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":63},"dimension":"02","conclusive":true},{"reason":"change is rarely undone","signal":"revert_share","observed":{"share":0.005,"reverts":53,"recent_commits":10730},"dimension":"02","conclusive":true},{"reason":"dependencies move with the code","signal":"dependency_update_cadence","observed":{"lockfiles":5,"commits_since":120,"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":11,"ci_configs":63,"product_files":3334},"dimension":"02","conclusive":true},{"reason":"the typical branch reaches the trunk quickly","signal":"long_lived_branches","observed":{"share":0.105,"merges":38,"long_lived":4,"median_days":0},"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":"f6260a9..899d7ae","bursts_explained":10,"largest_net_added":7665},"dimension":"01","conclusive":true},{"reason":"first commit is not a disproportionate share of the codebase","signal":"initial_dump","observed":{"insertions":363,"share_of_insertions":0.0},"dimension":"01","conclusive":true},{"reason":"commit subjects vary in wording and length","signal":"message_uniformity","observed":{"length_stdev":29.47,"repeat_share":0.209},"dimension":"01","conclusive":true},{"reason":"most files were revisited after they were first written","signal":"revision_depth","observed":{"files_seen":3695,"write_once_share":0.272},"dimension":"01","conclusive":true},{"reason":"little shipping code is repeated verbatim across files","signal":"duplicated_blocks","observed":{"share":0.0069,"product_files":3313,"distinct_blocks":1143005,"duplicated_blocks":7905},"dimension":"01","conclusive":true},{"reason":"no language migration is stalled halfway","signal":"unfinished_migration","observed":{},"dimension":"01","conclusive":true},{"reason":"too few notebooks","signal":"notebook_outputs","observed":{"notebooks":1},"dimension":"01","conclusive":false},{"reason":"no model weights are committed","signal":"weights_in_git","observed":{"files":0},"dimension":"01","conclusive":true},{"reason":"at least one standard guard rail is configured","signal":"security_guardrails","observed":{"present":[".github/CODEOWNERS",".github/dependabot.yml",".pre-commit-config.yaml"]},"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":"no environment file is committed outside tests and examples","signal":"secrets_management_pattern","observed":{"env_files":0},"dimension":"05","conclusive":true},{"reason":"outbound calls set timeouts, or are few","signal":"outbound_timeouts","observed":{"languages_not_read":["TypeScript"],"calls_without_timeout":0},"dimension":"05","conclusive":true},{"reason":"too few migrations to judge","signal":"migration_reversibility","observed":{"migrations":0},"dimension":"05","conclusive":false},{"reason":"no Kubernetes workload manifests","signal":"resource_limits","observed":{"workloads":0},"dimension":"05","conclusive":false},{"reason":"no workload runs privileged or in the host's namespaces","signal":"privileged_workloads","observed":{"sites":0,"behind_a_setting_or_built_here":0},"dimension":"05","conclusive":true},{"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":["Python"]},"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":"little data is committed","signal":"dataset_provenance","observed":{"data_files":0,"licence_or_card_files":0},"dimension":"05","conclusive":true},{"reason":"the project is itself AGPL-3.0, so copyleft components carry no obligation it has not already accepted","signal":"license_copyleft_inherited","observed":{"own_license":"AGPL-3.0","copyleft_components":3},"dimension":"05","conclusive":true},{"reason":"all 6 vendored components state their terms, in a licence file, their own headers or a notices file","signal":"license_vendored_unlicensed","observed":{"components":6,"stated_in_headers_or_notices":0},"dimension":"05","conclusive":true},{"reason":"the licence is recognisable as AGPL-3.0","signal":"license_grant_unclear","observed":{"class":"network-copyleft","license":"AGPL-3.0"},"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":"the history scanned covers 2 months, less than the 12 this question needs","signal":"flags_accumulating","observed":{"months_scanned":2},"dimension":"04","conclusive":false},{"reason":"the history scanned covers 2 months, less than the 18 this question needs","signal":"api_versions_coexisting","observed":{"months_scanned":2},"dimension":"04","conclusive":false},{"reason":"the history scanned covers 2 months, less than the 24 this question needs","signal":"deprecations_lingering","observed":{"months_scanned":2},"dimension":"04","conclusive":false},{"reason":"the history scanned covers 2 months, less than the 24 this question needs","signal":"dependency_churn","observed":{"months_scanned":2},"dimension":"04","conclusive":false},{"reason":"the history scanned covers 2 months, less than the 24 this question needs","signal":"ci_platforms_dropped","observed":{"months_scanned":2},"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":"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":2.0,"days_since_last_tag":0,"commits_last_90_days":5607},"dimension":"04","conclusive":true},{"reason":"the newest release was cut from the branch surveyed","signal":"release_branch","observed":{"elsewhere":0,"on_branch":76,"tags_in_window":76,"direction_known":true,"later_on_branch":0},"dimension":"04","conclusive":true},{"reason":"record incomplete: no advisory found in the sources that answered; OSV PyPI unsloth (an empty record for a package published here) did not","signal":"project_advisories","observed":{"sources":["OSV by commit","OSV crates.io unsloth-studio (declared here)","OSV PyPI data-designer-github-repo-seed (declared here)","OSV PyPI data-designer-unstructured-seed (declared here)","GitHub repository advisories","NVD"],"affecting":0,"exploited":0,"advisories":2,"version_from":"no release tag or confirmed manifest version","fix_unreleased":0,"sources_failed":["OSV PyPI unsloth (an empty record for a package published here)"],"version_unknown":0,"high_or_critical":0,"surveyed_version":null,"affecting_newest_release":0},"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":476,"path":"README.md","text":"The project says one person maintains it","finding":"03.60"},{"line":null,"path":"LICENSE","text":"Relicensed: Apache-2.0 → AGPL-3.0 (2026-03-12)","finding":"05.60"}],"surveyed_commit":null,"provenance_disclosure":{"agents":["Claude","Cursor","Gemini","GitHub Copilot"],"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":"moderate","ai_line_share":0.0052,"total_commits":8685,"ai_commit_share":0.0134,"confidence_basis":["49% 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":116,"total_lines_added":9598187,"declared_lines_added":50151},"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":0.0051,"total_commits":11374,"affects_rating":false,"excluded_lines":69540,"ai_commit_share":0.0102,"confidence_basis":["39% 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":116,"total_lines_added":9738337,"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":0.0077,"2026":0.012},"declared_agent_names":["Claude","Claude Fable 5","Claude Fable 5.1","Claude Opus 4.5","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 Opus 5.5","Claude Sonnet 4.6","Claude Sonnet 5","Copilot","Cursor","gemini-code-assist[bot]"],"declared_lines_added":50151,"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":["3 findings from checks Borehole's calibration found wrong more often than right are no longer published.","The file and line of 1 credential-shaped match is withheld. File and line are shown to whoever GitHub says controls this repository, signed in, and to a buyer of this report."]}