Open Source
BMB
Be My Butler
End AI coding
self-verification bias
Multi-agent orchestration for Claude Code
Cross-model blind verification + Analytics pipeline
01
The Problem
AI coding is fast, but
dangerous
Self-Verification Bias
The same model writes and reviews
— blind spots never disappear
Context Explosion
In long conversations AI loses direction
and forgets critical decisions
Edge Cases Missed
Blinded by speed,
boundary tests get skipped
Design Tunnel Vision
Fixated on the first idea
— better alternatives unexplored
02
The Pipeline
12-step pipeline
starts with one command
/BMB
○
PLAN
①Setup
②Brainstorm
③Council
→
BUILD
④Arch
⑤Execute
⑥Frontend
→
VERIFY
⑦Test
⑧Verify
→
REFINE
⑨Simplify
⑩½Analyst
⑪Learn
Bird's Law analytics · Every step auto-orchestrated
03
Architecture
Agent Orchestration
10 agents · Lead orchestrates via tmux panes · Analyst retrospective per session
04
Killer Feature
Cross-Model
Blind Verification
Claude
Write + Test
BLIND
Codex / Gemini
Independent Review
Divergent Framing
Intentionally reframed specs sent to verifier.
Same code, different perspective.
Assumption Leak Detection
Judges code correctness independently,
not the original model's assumptions.
05
For Everyone
One command,
two wings
For Experts
- Cross-model blind verification
- Council Debate design optimization
- 3-Tier auto-learning system
- Production-grade code quality
Higher code quality
/BMB
For Beginners
- No coding jargon needed
- Just describe your idea
- Students, non-devs welcome
- Ask questions anytime
Fearless start
BMB
Other AI coding tools
optimize for speed.
BMB optimizes for accuracy.
10Agents
12Pipeline Steps
∞Learning Cycles
MIT License — Use it however you want.