Agents

The DIY AI Brief, Ep. 2 — 10 Trillion Tokens, Apache Agents, and a Goodbye That Un-Died

Week of 13 July: GPT-5.6 lands everywhere, Shanghai AI Lab drops an Apache agent brain, the voice race goes full-duplex, LongCat posts absurd numbers, robots get free eyes — and Fable 5 dodges retirement again.

Make Your AI Assistant Remember You Between Conversations

LLMs are goldfish by default. The file-based memory pattern that gives a local assistant identity, user context, and continuity — the same architecture ours runs on.

As an Amazon Associate, this site earns from qualifying purchases. Referral links are always disclosed.