Baseline vs. Minimal Harness

Run the same task twice. Watch the harness make the difference.

Run one real task two ways — prompt-only, then wrapped in a three-file harness — and measure what changes. You'll build a minimal harness (AGENTS.md + init.sh + feature_list.json) and prove, on your own numbers, that reliability comes from the environment, not a smarter model.

Course modules