Recountable learns which human–agent patterns ship code that holds up, then shapes new requests before they reach the model — so every engineer gets the best result at the lowest cost.
Connect GitHub and your agents. The loop starts learning from your team’s first sessions.
Link every artifact back to the interaction that made it, learn what ships cleanly, then feed it into the next request — automatically.
Commits, PRs, reviews and CI results tie back to the exact agent interaction that produced them — the ground truth the loop learns from.
Recountable learns the human–agent patterns behind clean merges and cheap features, and the ones that quietly generate churn. Cost per feature, made legible across the team.
This is the part a dashboard can't do. Recountable structures each request from what already works — routing the model, right-sizing scope, attaching the context that matters. Tokens aren't wasted, bad patterns don't compound, and efficient orchestration becomes the team's default.
A dashboard can only describe the problem. Recountable acts on it — automatically, on every request.