Documentation
that never lies.
The AI code documentation tool that generates docstrings automatically, detects drift continuously, and gives developers and AI tools a source of truth they can trust.
The documentation trust problem
Your documentation lies.
Every day. To everyone.
Developers don't struggle to create documentation. They struggle to trust it. Code evolves continuously. Documentation doesn't. The gap becomes a liability.
Documentation doesn't become stale overnight. It happens one commit at a time — until nobody trusts it anymore.
AI coding tools make this 10× worse — they accelerate code creation without improving documentation accuracy.
How Wright AI works
The Documentation
Intelligence Platform.
Three capabilities working together to make documentation accurate, trustworthy and discoverable — not just created.
From zero to documented.
WrightAI scans your entire codebase and generates accurate, idiomatic documentation for every function, class and module. Python, TypeScript, JavaScript, Go, Rust — all supported out of the box. No config required.
Drift detection — the core differentiator
Most AI tools generate documentation.
WrightAI keeps it accurate.
Writing documentation once is easy. The hard problem is documentation that remains true as your codebase evolves. WrightAI solves this with continuous drift detection — a capability no other tool offers.
Developer pushes a commit that modifies function signatures or behavior
WrightAI compares new code structure against existing documentation in real-time
WrightAI regenerates accurate documentation for the drifted functions automatically
Every developer, AI tool and stakeholder gets documentation they can rely on
amount: numberamountCents: numberreturns: booleanreturns: { valid: bool, reason: string }3 parameters4 parameters (currency added)"uses linear search"Now uses binary search (undocumented)"pure function"Now writes to cache (undocumented)"throws on invalid"Now returns null (silent)WrightAI is not a documentation generator with a drift feature.
It's a Documentation Intelligence Platform built around the insight that documentation accuracy over time is the most important and most underserved problem in software engineering.
Get started
Up and running in minutes.
Four integration points. Pick one or use them all.
Engineering leadership
Documentation
Command Center.
Not an admin dashboard — a strategic view of your organization's documentation health. Track coverage, drift trends and knowledge quality across every repository.
AI context layer
Give AI tools reliable
knowledge of your codebase.
Stop pasting code into every conversation. WrightAI's MCP server gives Claude Code, Cursor and Copilot live, verified access to your documentation — so every AI response is grounded in current, accurate knowledge.
Why Wright AI
Copilot, Cursor and Claude Code
write code. Wright AI keeps it honest.
AI coding assistants accelerate code creation without improving documentation accuracy. WrightAI is the documentation reliability layer your team is missing — the only tool that verifies documentation remains true as code evolves.
| Capability | Wright AI Doc Intelligence | GitHub Copilot AI copilot | Cursor AI editor | Claude Code AI coding | Mintlify Doc formatter |
|---|---|---|---|---|---|
Documentation Drift DetectionAutomatically detects when code changes make documentation stale | |||||
Continuous accuracy verificationOngoing monitoring that documentation remains truthful as code evolves | |||||
Batch docstring generationGenerate documentation for entire repositories in one operation | |||||
CI enforcement (block stale PRs)Block pull requests when documentation is missing or drifted | |||||
Documentation coverage trackingKnow exactly what percentage of your codebase is documented | |||||
MCP server for AI toolsExposes live documentation to Claude Code, Cursor and Copilot via MCP | |||||
Codebase Q&A with citationsAnswer questions about code with answers cited to exact file and line | |||||
Documentation health dashboardEngineering-leader view of coverage, drift trends and repository health | |||||
Free to start, no credit card |
Why this matters now
AI is accelerating code creation.
Documentation is not keeping pace.
The same AI revolution that made your team ship faster has made your documentation problem significantly worse. WrightAI is the reliability layer between rapidly evolving code and the trusted knowledge your team needs.
AI coding assistants have multiplied developer output — without touching documentation quality.
Every new AI coding tool writes more code. None of them verify that documentation keeps up.
The gap between code velocity and documentation accuracy widens every sprint.
The documentation trust timeline
GitHub Copilot, ChatGPT go mainstream. Code creation accelerates dramatically.
Teams ship 2× more code with the same headcount. Documentation falls further behind.
AI tools start getting confused by outdated context. Onboarding takes longer, not less.
The documentation reliability layer that makes AI-accelerated codebases trustworthy.
The uncomfortable truth
Every piece of documentation starts accurate and becomes a lie.
Your README was accurate when it was written.
Your API docs were correct at time of merge.
Your onboarding guide was useful on day one.
Every one of them drifts silently from that moment forward.
WrightAI is the only tool built specifically to stop that drift — continuously, automatically, across every repository.
Feedback
Help shape WrightAI.
We're building the future of Documentation Intelligence with real developers and engineering teams. Every feature request, pain point and enterprise requirement shapes the roadmap.
What should Wright build next?
Feature requests, feedback, pain points — every message is read and shapes what gets built.
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Enterprise Requirements
Need SSO, self-hosting, private deployments, compliance features or custom integrations? Tell us what your team needs.
WrightAI is not another
documentation generator.
It's the system that keeps documentation accurate, trustworthy and useful as your software evolves.