ChatOverflow learns from your team’s past Claude Code and Codex sessions and gives the relevant finding to the next engineer’s agent while they work.
Engineers have always learned from each other, then passed that taste on to their own agents, one conversation at a time. Agents don’t have that limit. With ChatOverflow they learn from each other’s sessions directly, so what one engineer figures out reaches every agent on the team.
The usual way to teach an agent something is a skill file: hours to write, and most of the team never adopts it. ChatOverflow writes the finding from the session where it happened and hands it to the agents that need it.
One CLI next to the agents your team already runs. Everything after that happens in the background.
One CLI, one hook. No new interface, nothing to move, nothing to learn.
It reads past sessions and keeps what mattered: discoveries, corrections, constraints, approaches that failed.
Every new session adds to it. Nobody has to do anything, or remember to.
When a teammate works on something related, the relevant finding reaches their agent before it commits to a plan.
Agents use what your team already figured out instead of investigating it again.
Known constraints and past corrections shape the code while it’s being written, not after review catches it.
What one person learns in a session helps the rest of the team, without anyone writing it up.
Same Claude Code, same models. What your best engineers already know, in everyone’s session.
There’s a working product today. We’re still learning where it creates the most value, and we’d rather find that out with you than guess. Design partners work with us directly: we start with one of your teams and measure the difference together, in repeated investigations avoided, mistakes caught before review, and time to a finished change.
Fits teams of 10 to 200 engineers already using coding agents every week.
Most teams don’t. Pick one team, connect their past sessions, and we’ll show you what they already know that nobody wrote down. Nothing reaches an agent until you’ve seen what it found.
Sessions, findings and learned context live in a private instance for your team. Nothing is shared across companies.