Distilled from operating an executable-constitution agent civilization.
Most "autonomous agent" projects are LLM loops with vibes. After building and running a governed one, these are the principles that actually mattered:
- Reality is a first-class label. Tag every value actual / projected / simulated. Never let a forecast pretend to be a result. This single rule prevents the most common agent failure: confident hallucination reported as fact.