How butterflies, bureaucracies, and coding agents fail in the same way
ETL fails in the same ways every time. Those ways are enumerable. Enumerated problems are solvable.
Anti-fragile, durable deep-research.
One-liner in, code-complete out.
An LLM-driven evolutionary loop rewrites Postgres's row-count combining logic, judged only on data it never optimized against. Run 1 sprang the reward-hacking trap the harness was built to catch; run 2 hardened the objective and re-ran the same search. Built at the AGI House Auto Research Summit with Athreya Chandramouli.
Evidence-grounded long-horizon coding-machinery experiments.