Automated documentation 5

AI-native code documentation with Gemini chat and diagrams. CodeWiki, introduced by Google in November 2025, is an AI-native documentation fabric for Google Cloud customers, currently in public preview at codewiki.google. It revolutionizes code documentation by using a Gemini-powered system to scan entire repositories after every commit, regenerating hyperlinked documentation and injecting diagrams to ensure engineers always have current and accurate information. Each CodeWiki page includes a Gemini chat agent that answers natural-language questions using the documentation as context, accelerating onboarding for new contributors, SREs, and auditors. Google is also developing a Gemini CLI extension for local use, extending CodeWiki's automation to private or air-gapped repositories.

AI-powered tool to automate Python documentation with docstring generation. lluminy is an AI-powered tool designed to automate documentation for Python projects. It integrates with GitHub to add code comments and generate docstrings, helping developers speed up onboarding, simplify codebase maintenance, and enhance team collaboration. lluminy leverages AI to turn undocumented Python code into clear, maintainable functions, saving time on documentation and ensuring code is well-documented.

AI coding assistant for enterprises with self-hosting and fine-tuning capabilities. CodeComplete is building an AI coding assistant for enterprise customers. It offers self-hosting to address security concerns, and is fine-tuned to the company's codebase and coding style to better integrate into developer workflow. It provides features like code generation, code chat, automated unit test generation, automated documentation, and refactoring & migrations. Customization is available with fine-tuning and retrieval augmented generation (RAG).

AI-powered web application for efficient development teams. SeniorDev is a web application designed to enable development teams to work more efficiently and effectively by leveraging AI. It can review pull requests, create/update documentation, and generate unit tests where applicable.

AI-powered documentation generator from video. MakeTheDocs is an AI-powered platform designed to help users create documentation quickly and efficiently. By uploading a demo video and providing branding details, users can generate a polished documentation page in a short amount of time. It's suitable for developers, HR departments, founders, and anyone looking to save time and money on documentation.