Posts
Deterministic Scripts in AI Harnesses: Zero-Token Infrastructure for Cheaper Subagent Handoffs
November 9, 2026TL;DR: Asking frontier AI models to repeatedly re-derive command line mechanics, parse logs, and run repetitive validations burns expensive tokens, clutters context windows, and invites non-deterministic drift. The…
TL;DR: The idea of a 10x developer being a genius who types twice as fast is a myth. Extreme engineering variance is real, but it is driven by operational environment: automated tooling leverage, absence of bureaucratic…