Documentation audit example
A prioritized view of documentation coverage, code/doc inconsistencies, and the areas to fix first, with a complete list of problematic symbols and concrete remediation actions.
Because serious teams cannot afford documentation debt
Finally, quality control for your code's documentation!Stop drift, commit after commit.
DocMeThis checks code/documentation alignment and suggests appropriate fixes — in an audit or directly in your CI.
Documentation debt does not start when documentation is missing.
It starts when the code changes and knowledge stops following.
Documentation is not a developer comfort feature.It is about organizational performance.
Does this sound like your team?
- “AI generates code that nobody really understands.”
- “It takes days to onboard a new developer.”
- “Senior engineers act as the team FAQ.”
- “We lose internal knowledge every time a developer leaves.”
- “We reverse-engineer our own code!”
Documentation debt does not show up in your dashboards, but it costs you every day.
- A signature changes.
- A parameter is added.
- A return value evolves.
- The docstring stays the same.
The code keeps working, but it becomes harder to hand over, maintain, and take back.
Documentation does not disappear.It drifts.
In the age of generative AI, why care?
When code is produced faster, understanding by humans becomes the new bottleneck. Without guardrails, you industrialize the production of misunderstood code.
And when documentation and code diverge, your AI tools reason from a corrupted context. What will your model choose?
DocMeThis helps you verify that your project remains transferable, even when production speed increases.
DocMeThis can build you a document RAG that gives your AI assistants instant access to reliable, up-to-date code knowledge. Fewer wasted tokens, less waiting, more accuracy.
Examples
DocMeThis deliverables overview:
Our solutions
Start by making the debt objective, then decide what deserves to be fixed.
1
Measure
Turn an impression into a diagnosis
DocMeThis Audit
Documentation audit
2
Monitor
Detect drift, commit after commit
DocMeThis CI Check
Free GitHub Action / GitLab CI
3
Fix
Update docstrings at each commit
DocMeThis CI Fix
Paid GitHub Action / GitLab CI
4
Transfer
Make a project fully usable
DocMeThis Build
Complete documentation pack
1. DocMeThis CI Check
Drift detection Free No AI involved
Your linter validates code cleanliness. DocMeThis checks that documentation keeps up.
The free mode detects two things.
- Documentation presence: public modules, classes, functions, and methods without minimal documentation.
- Documentation drift: changed signature, added parameter, changed return value, unchanged docstring.
The essential complement to your CI.
Static analysis (AST).
Drift detection.
PR report.
2. DocMeThis CI Fix
Docstring generation From EUR9/month
Useful docstrings, not plausible text.
A bad docstring is worse than no docstring at all:
it reassures, but it misleads.
DocMeThis generates or fixes docstrings from the detected debt. Each suggestion is constrained by the code: signature, AST context, existing tests…
Constrained generation.
Drift prevention.
Explicit validation.
3. DocMeThis Audit
Documentation audit From EUR350 No AI involved
You cannot prioritize debt you cannot locate.
DocMeThis qualifies:
- documentation coverage
- code/doc inconsistencies
- debt by module
- critical areas
- correction priorities
Static analysis (AST).
Documentation scoring.
Prioritized report.
4. DocMeThis Build [coming soon]
Complete documentation pack Premium
Onboarding delays?Compliance audit preparation?Legacy project handover?
From massive docstring generation to a complete documentation pack.
DocMeThis delivers, according to your needs:
- 1 docstrings
- 2 API reference
- 3 multilingual README
- 4 user manual
- 5 notebooks
- 6 RAG / LLM wiki
Constrained generation.
Traceable generation.
Deterministic generation.
Start by detecting drift.
Launch a documentation debt audit or install the free GitHub Action / GitLab CI. Then decide what deserves to be fixed.
Measure documentation debt.
Reduce code knowledge loss.