A new open-source agent engine is trying to make AI sessions continuous across days.
🧠 Kocoro is a Mac-native AI agent trying to fix one of the most annoying problems in daily AI work: every new session forgets what happened before.
Kocoro reviews your workday locally every night, then trains a light memory model over the cloud (by using TensorLogic), downloads it back, and the next morning picks up exactly where you left off — no re-pasting, no re-explaining.
It knows where your projects live, what you were changing yesterday, which tools you reach for. It can open the browser, operate desktop apps, organize files, update documents, and carry a task across several apps without you stitching the steps together by hand.
And what's cool is that they have made Kocoro's kernel is open source with a Github repo. Because an AI that operates your computer has to be verifiable, auditable, and under your control. Something that drives your machine shouldn't get there on "trust us."
You can run the kernel from the command line with Shannon, or you can install the desktop app and never touch a terminal. Either way, the process is meant to be open — visible enough to inspect, editable enough to bend, and easy enough to switch off.
Real memory isn't keeping every word. It's knowing what matters, what will shape the next decision, and what changes over time. You don't remember every sentence your colleague said last quarter — you remember that they hate surprise meetings, that the Q3 launch slipped
