Doctective
Claim this toolAuto-document your entire organization with AI-powered knowledge management.
Visit WebsiteFreemiumVisit Website
Tracked since2026
0 reviews trackedThe Bottom Line
Entry price
Free plan available, paid tiers above
Biggest pro
Eliminates the manual burden of keeping docs synchronized with code
Biggest con
May produce false positives from refactors and renames that do not affect docs
TL;DR - Doctective
- Automatically updates documentation when code changes by watching pull requests
- Uses AST diff analysis to detect which docs are affected by code modifications
- Prevents stale documentation from wasting developer time and degrading AI code suggestions
Pricing: Free plan available
Best for: Growing teams
What is Doctective?
Doctective automatically keeps documentation in sync with code changes. It watches pull requests, detects when code modifications affect existing documentation, and updates the docs accordingly. The tool addresses the problem of stale documentation that wastes developer time and can poison AI-generated code suggestions. By monitoring code changes through AST diffs and PR analysis, Doctective identifies which documentation sections need updating and applies changes automatically.
Pros & Cons
Pros
- Eliminates the manual burden of keeping docs synchronized with code
- PR-based monitoring catches documentation drift at the source
- Prevents stale documentation from degrading AI code generation quality
- Automates a task that developers consistently neglect
Cons
- May produce false positives from refactors and renames that do not affect docs
- Nuanced documentation intent can be difficult for automated tools to preserve
- New product, accuracy at scale across diverse codebases is unproven
Key Features
Automatic documentation updates triggered by code changesPull request monitoring with AST diff analysisDetection of documentation sections affected by code modificationsPrevents stale docs from poisoning AI-generated code suggestionsIntegration with standard development workflows
Pricing Plans
Pricing checked Jul 15, 2026
Free
Free
- PR monitoring
- Automatic doc updates
- Basic integration
Pro
null
- Private repositories
- Advanced AST analysis
- Team workflows
- Priority support
Reviews
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Doctective FAQ
How does Doctective ensure documentation remains current with code changes?
Doctective automatically keeps documentation in sync with code changes by watching pull requests. It detects when code modifications affect existing documentation and updates the documentation accordingly, eliminating the manual burden of synchronization.
Which teams benefit most from using Doctective?
Teams that struggle with stale documentation and want to improve developer efficiency will find Doctective most beneficial. It automates a task developers consistently neglect, ensuring documentation accurately reflects the current codebase.
How is Doctective priced?
Doctective is available on a free tier, allowing users to get started without initial cost. Paid plans are offered for those requiring more extensive usage and additional features beyond the free offering.
What kind of documentation challenges does Doctective address?
Doctective addresses the problem of stale documentation that wastes developer time and can poison AI-generated code suggestions. By monitoring code changes through AST diffs and PR analysis, it identifies and updates documentation sections that need changes.
Can Doctective integrate with existing development workflows?
Yes, Doctective integrates into existing development workflows by monitoring pull requests. This allows it to catch documentation drift at the source and update documentation automatically as code changes are introduced.
What are the main trade-offs when implementing Doctective?
A main trade-off is that Doctective may produce false positives from refactors and renames that do not genuinely affect documentation. Additionally, preserving nuanced documentation intent can be difficult for automated tools to achieve perfectly.
How does Doctective compare to a tool like Alation for documentation management?
Doctective focuses on automatically synchronizing documentation with code changes by monitoring pull requests, directly addressing stale documentation. In contrast, Alation is generally known for broader data catalog and governance capabilities, rather than automated code-to-doc synchronization.
Source: doctective.app