🚀 Code Tracker AI — Now Live on Product Hunt
I built a tool that explains your own code back to you — and it's live on Product Hunt today producthunt.com I've lost count of how many times I've opened a file, stared at a function, and thought "who wrote this?" — then realized it was me, six months ago, with zero memory of why I made that decision. That's the problem Code Tracker AI (CTAI) exists to solve. Not "write code faster" — there's no…
Code Tracker AI (CTAI) has launched on Product Hunt, a platform for showcasing new software products. The tool aims to solve the problem of understanding one's own or others' code after it has been written. CTAI is a JetBrains IDE plugin, available for JetBrains IDEs such as IntelliJ, PyCharm, WebStorm, and Android Studio.
CTAI provides real-time insights into the purpose and reasoning behind files and functions, flags issues with root-cause explanations rather than cryptic linter warnings, and guides users through fixes as if they were working with a senior engineer. It automatically creates Code Books, a running record of the reasoning behind decisions made during development, and builds a long-term intelligence layer across the entire project.
Under the hood, CTAI utilizes three custom-designed components: Build Logs, which track Git history, session replays, and IDE events; AI Insights, which include over 60 security and quality checks; and an AI Narrative engine that generates plain-English explanations from the collected data. The platform also incorporates multi-model LLM routing across Claude, DeepSeek, Llama, Mistral, and Amazon Nova for the chat layer, and includes a Pomodoro-style focus timer for session structure.
The development of CTAI was driven by the need to address the bottleneck of understanding AI-generated or legacy code, which requires humans (or AIs) to reconstruct intent every time. By providing the necessary context directly within the editor, CTAI aims to eliminate the need for separate documentation tools that are often not maintained.
CTAI was launched on Product Hunt today, and is currently in its early stages. The author, a solo technical founder, is actively seeking feedback from working developers to improve the tool. If you have experienced difficulty understanding or onboarding into old code, the author invites you to share your thoughts and the specific clarity problems you encounter. Check out CTAI and upvote the project on Product Hunt.
Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.
