Rohan Paul@rohanpaul_ai

2026-06-10 00:52·23天前

AI 摘要

Kocoro是一款Mac原生AI智能体，旨在解决AI会话每天重启后遗忘上下文的痛点。它每晚在本地审查工作内容，通过TensorLogic在云端训练轻量记忆模型，次日自动恢复上次中断的会话状态，无需重复粘贴或解释。Kocoro能感知项目文件、追踪昨天的变更、打开浏览器、操作桌面应用、整理文件并跨多个应用执行任务。其内核已在GitHub开源，确保可审计和用户可控。用户可通过命令行（Shannon）或桌面应用运行。

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

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Rohan Paul@rohanpaul_ai · X

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2026-06-10 00:52·23天前

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AI 摘要

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.