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03 AI tooling · Developer experience

An AI tool that makes documentation less manual

Built an AI-assisted documentation and code-analysis tool that reduced manual documentation time by 40% and was recognized as a winning project at GenAithon 2024.

Role
Full-stack development, AI integration
Scope
Node.js APIs, Claude 3 Sonnet, code analysis, document generation
Year
2024

Documentation is often the first task to lose time when a software project gets complex. The goal of this project was to turn source code into useful project documents without asking developers to explain the same system by hand every time.

I built an AI-assisted platform with Node.js APIs and Claude 3 Sonnet, including code analysis, review summaries, and document generation in formats suited to different users. The tool was designed to reduce developer workload while making unfamiliar projects easier to understand.

The result was a practical developer tool rather than a generic chatbot: its value came from connecting AI output to the structure and maintenance needs of a real web project.