Reflexio reaches 360 stars after Product Hunt's No. 2 finish

Reflexio stores every user correction as a behavioral profile instead of sending it back through a retrain of the underlying model. Successful execution paths get saved too, as playbooks the system pulls back in at runtime.

Feeding corrections into a fine-tune costs compute and risks blending one person's fix into everyone else's model. Reflexio keeps each correction scoped to the individual who made it. Only when the same lesson shows up across multiple users does it get promoted to a shared playbook. That promotion needs approval before the rest of the system can draw on it.

The Apache-2.0 repository reached 360 stars after a push this morning, following a No. 2 finish among 278 upvotes on Product Hunt. The project runs CLI-first with a no-code layer on top, and it's built to be fully self-hosted. No managed service sits in between, so teams run the whole memory layer on their own infrastructure.