Doctective
Doctective is an automated documentation maintenance tool that analyzes code changes in real-time to ensure documentation stays accurate and up-to-date across your entire organization.
https://doctective.app/?ref=producthunt
Product Information
Updated:Jan 27, 2026
What is Doctective
Doctective is a modern documentation management solution designed to bridge the gap between code changes and documentation accuracy. It's a developer-focused platform that integrates directly with GitHub repositories to automatically detect when code modifications impact existing documentation. The platform supports multiple programming languages including TypeScript, Python, Java, Go, Rust, and SQL, making it versatile for various development environments.
Key Features of Doctective
Doctective is an automated documentation management tool that helps keep code and documentation in sync. It analyzes code changes in real-time, detects when documentation becomes outdated, and automatically notifies teams through PR comments. The platform supports multiple programming languages including TypeScript, Python, Java, Go, Rust, and SQL, while offering enterprise-grade security features and seamless GitHub integration.
Automatic PR Analysis: Analyzes every pull request to identify which documentation might become stale based on code changes and provides notifications through GitHub comments
Semantic Code-to-Doc Mapping: Creates and maintains a semantic map between code and documentation to track relationships and dependencies
AI-Powered Documentation Updates: Uses LLM technology to generate suggested documentation updates that maintain consistent style and context
Enterprise Security Features: Offers SOC 2 Type II compliance, end-to-end encryption, and self-hosted options for secure documentation management
Use Cases of Doctective
Engineering Team Collaboration: Helps development teams maintain accurate documentation across large codebases during frequent code changes and refactoring
Open Source Project Management: Ensures documentation stays current across multiple contributors and pull requests in open source projects
API Documentation Maintenance: Keeps API documentation synchronized with implementation changes to prevent integration issues
Pros
Quick setup process (2 minutes)
Seamless GitHub integration
Automated detection of documentation issues
Strong security features
Cons
Requires GitHub integration to function
May require subscription for larger teams
Limited to supported programming languages
How to Use Doctective
Connect GitHub Repository: Link your GitHub repository to Doctective. The system will analyze your codebase and existing documentation to create a semantic map.
Open Pull Requests: Make code changes and open PRs as normal. Doctective automatically analyzes any changes that could affect documentation.
Review Documentation Impacts: Doctective will comment on your PR identifying which documentation needs to be updated based on your code changes.
Update Documentation: Fix the identified documentation before merging the PR to ensure docs stay in sync with code changes.
Monitor Dashboard: Use the Doctective dashboard for interactive codebase exploration and to track documentation health across your repositories.
Configure Security Settings: Set up role-based access controls and review security settings to ensure your code remains secure with end-to-end encryption.
Doctective FAQs
Doctective is an automated documentation tool that detects when code changes break documentation, analyzes PRs to catch stale docs before they ship, and keeps documentation in sync with code changes. It supports multiple programming languages including TypeScript, Python, Java, Go, Rust, and SQL.
Doctective Video
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