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Your equity data deserves a system you don’t have to second-guess.

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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.

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