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Your Agent's Tool Layer Is a Public API. Design It Like One.

The first agent I put in front of real users had eleven tools and a system prompt that said "ask for confirmation before doing anything destructive." It worked in staging for six weeks.

  • Classify tools based on side effects: read, write, or destructive; never domain-based.
  • Derive idempotent keys from run and arguments, pass downstream to ensure idempotency and robustness.

Binance hack prompts Thai scrutiny

The Thai unit of Binance, the world's largest cryptocurrency exchange, has assured customers that their assets remain safe after its parent company was hacked in what is being dubbed the biggest…

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