Methodology.

The patch is the down payment. The sweep is the principal. Pay both.

How to audit 39 agents and 100 markdown files in 3 hours for $10. The trick is non-overlapping domains.

I run 36 agents. Getting there required understanding the core patterns first. Here's the mental model that makes multi-agent systems click — what they are, when to use them, and how to start.

Most people treat AI prompts like search queries. After thousands of hours building production agents, here are the 7 techniques that consistently move the needle.

Non-coder operating 36 agents built these rules from 18 months of production failures. Not theory. The exact patterns that separate sessions that ship from sessions that spiral.

4 tiers. 36 agents. A document that keeps them from breaking things they can't fix. What agents can do alone, what needs a human, and what's off-limits entirely.

The decision that happens before any code runs. 4 build types, 4 checklists, 4 model choices. The wrong pick costs days. The right pick costs minutes.

500+ skills. 50+ plugins. Where do you click? The system that reads your project and returns one starred next step — no round-robin, no hedging.

Every premature fix is a guess. Here's the investigation-first protocol — with the exact prompts, hypothesis-test loop, and operationalization steps — that eliminates repeat bugs.