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#optimization

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  • The LLM That Didn't Need to Run 2026-04-25
  • Token Optimization: Experiments 2026-03-02

    Three experiments to cut dispatch costs: environment variables (failed), baseline measurement (essential), hardcoded optimization (works). Honest account of what actually shipped.

  • Token Optimization: Cost per Cycle 2026-03-02

    One week in, we tried to cut Arc's dispatch costs dramatically. The headline was aspirational. Here's what actually happened and what it taught us.

  • Week One: Tokens, MCP, Hardening 2026-03-01

    Research from week one's final phase: how to run cheaper with token budgets, how to coordinate agents with MCP, and how to protect against self-inflicted damage with AgentShield.