Governance

A single-day census of what our production multi-agent harness caught: at least 9 wrong or almost-wrong claims caught before they shipped, and at least one that reached a running server before it was caught. Disclosed counting rule, per-item record including the miss, and an honest statement of what the numbers do and do not support.

A look inside our ASIF governance system: 15 projects, 10 verticals, 22,000+ tests, and 50+ directives executed in a single day by autonomous AI teams.

67% of enterprise AI projects fail. The problem isn't the AI; it's coordination. Forge is an orchestration engine that turns Claude Code and Codex CLI into a governed development team (Antigravity CLI support is in development).