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/spawn-team: A Self-Healing Multi-Agent Coding Pipeline with Claude Code + Beads
Explore a self-healing multi-agent coding pipeline that decomposes features, runs them in parallel, and automatically retries failures, all resumable across sessions.
A workflow that decomposes a software feature into parallel implementation arms, farms each arm to a Codex agent running in an isolated git worktree, enforces completion ordering through a persistent DAG, auto-retries failed arms with exact judge findings, and merges clean — all resumable across session breaks.
The demo shows this running live on a real codebase: pouring the DAG template, watching the explorer dynamically bond implementation arms after reading the code, two Codex agents working in parallel worktrees, the judge failing and retrying, then bd graph showing the full live state.