- Started with simple Go agents (summarizer, reviewer) for our Zero Trust demo
- Wanted them universal — same binary, any personality via ConfigMap
- Evaluated NanoClaw, ZeroClaw, PicoClaw — good, but include extras we didn't need (gateway, channels, etc.)
- Realized our existing A2A-compliant Go code was 80% there
- Analyzed PicoClaw architecture + Claude Code's harness pattern
- Added the missing 20%: tool registry, agentic loop, SKILL.md loading