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.

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