CoolGithubProjects

Built AI-Production-Doc to Keep Project Documentation in Sync With Code Changes — Looking for Honest Feedback Hey everyone! I built AI-Production-Doc, an experiment to explore how AI can help keep project documentation and development progress aligned with code changes. # What does it do? The idea is to reduce the effort of manually maintaining documentation while developing a project. It uses AI to help analyze a codebase and maintain documentation covering: 🏗️ Architecture and data flow diagrams ✅ Completed features and pending tasks 📝 Development progress and changes 🔄 Documentation updates as the project evolves # How does it work? The project uses GitHub Actions and an LLM API to automate parts of the documentation workflow. I also experimented with integrating this approach into my Dockerised Buy-Sell marketplace. However, the implementation inside the marketplace didn't work as well as I expected. That experience made me question the architecture, the reliability of AI-generated updates, and whether the added complexity is justified. # I'd love your honest feedback! GitHub repositories: AI-Production-Doc: [https://github.com/KrishnaMohanty08/AI-Production-Doc](https://github.com/KrishnaMohanty08/AI-Production-Doc) Buy-Sell project's ai-docs implementation: https://github.com/KrishnaMohanty08/buy-sell-app-dockerised/tree/main/ai-docs A few questions I'm thinking about: 1. Is AI-assisted documentation automation genuinely useful for everyday development, or does it create more maintenance work than it saves? 2. How would you design the workflow to ensure generated documentation accurately reflects the code? 3. Would you keep this as a standalone tool or integrate it directly into individual repositories? 4. What would you change in the architecture, implementation, or overall approach? 5. If you've built something similar, what problems did you encounter? I'm sharing this as a learning project, not a finished production-ready tool. I'm especially interested in constructive criticism and suggestions for simplifying or redesigning the implementation. Thanks for checking it out! https://redd.it/1xia19q @r_CoolGithubProjects