Launching today
ContextBeat
AI-driven context engine for engineering teams
13 followers
AI-driven context engine for engineering teams
13 followers
Code changes leave a mark. The reasoning behind them doesn't. ContextBeat reconstructs logic from git diffs, Slack threads, Jira tickets, and agent sessions like Cursor and Claude Code. Confirm, edit, or skip in under a minute. Zero overhead. Anti-surveillance by design. Privacy and security aren't features, they're the foundation ✅ Today — Waitlist live. GitHub ready. 🔄 July 2026 — Private beta. First 50 onboarded personally. 🚀 — Further than you think, sooner than you think.
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Hi Product Hunt! 👋
I'm Aaryan and I'm the Founder of ContextBeat.
Throughout my professional career, I have worked as a software and AI applications engineer, and the nature of platforms means that things happen fast. However, there's often a lot of chaos along the way and the velocity forces you to act as a code archaeologist by deciphering history and finding the "why" behind a decision, which by then is no longer available.
In my downtime, I enjoy playing guitar and singing all kinds of genres. The natural harmonization of notes makes music beautiful, but in the engineering world, there's often a cacophony of decisions and reasons behind them, which are no longer available.
One day, I started wondering why modern engineering was so noisy and confusing. I realized that it wasn’t just the lack of information; there was no context at all.
So, I took it personally.
After plenty of sleepless nights and a massive amount of caffeine, I am excited to say that ContextBeat is finally taking form. I have been leading the technical implementation myself to ensure that the backend will handle the heavy lifting required for preserving the reasoning. Although we don't have an official release date, the v1 core engine is now ready for testing purposes.
There haven't been struggles in the negative connotation of the word, but rather the manic determination to create something that will help solve a problem faced by the engineering community worldwide. We are working towards creating something that will capture the reason before it gets lost.
Today, we are opening 50 spots for our closed beta and looking for the first cohort of engineers willing to help us refine the logic of our engine and how we enable teams to preserve their institutional knowledge. 🚀
I will be available for questions regarding AI workflows, music, and everything else all day long. :)
Do you remember that one function in your repo that everybody is afraid to change because no one knows why it's there? xD
Hey Product Hunt! Shashank here, co-founder of ContextBeat, and the person responsible for making sure the product actually makes sense before it reaches you.
My breaking point wasn’t a single moment. It was the slow, constant build-up of many moments. I checked GitHub to see what changed. I looked at Slack to find out why. I used Jira to understand what was supposed to happen. After all that, I still had no real answer. Just more tabs, more noise, and context that had already vanished.
That's the problem we're solving. And here's the simplest way I can put it for anyone who isn't knee-deep in code every day:
Imagine your engineering team is building a house. GitHub is the blueprint, marking every wall, every change, and every structural decision. Slack and Jira are the meeting notes scattered around, capturing bits of why things were built the way they were. But none of these tools communicate with each other. None of them answer the crucial question that arises when something breaks:
Why did we build it this way?
ContextBeat is the person in the room who has been paying attention the whole time. It monitors the code, the conversations, and the tickets; it even keeps an eye on the AI tools your team creates. It quietly gathers the reasoning before it fades away. There’s no extra work involved and no new habits to develop. It simply preserves context automatically, right when you need it.
We're not building another documentation tool. We're building the memory your engineering team never knew it was losing.
Join the waitlist and become a part of our journey.
First fifty spots get personal onboarding and exclusive perks.
If you've ever opened a codebase and felt like you were reading someone else's diary in a language you partially understand, this one's for you.
Feel free to ask your questions below — tech, product, or otherwise.