Built for tasks where correctness matters more than speed.

How It Works

• Plan: translate a task into concrete acceptance criteria
• Implement: make changes in an isolated workspace (local, worktree, or Docker)
• Validate: run automated checks with independent validators
• Iterate: repeat until verified, or return actionable failures
• Resume: crash-safe state persisted for recovery

Quick Start

zeroshot run 123                    # GitHub issue number
zeroshot run feature.md             # Markdown file
zeroshot run "Add dark mode"        # Inline text

Or describe a complex task inline:

zeroshot run "Add optimistic locking with automatic retry: when updating a user,
retry with exponential backoff up to 3 times, merge non-conflicting field changes,
and surface conflicts with details. Handle the ABA problem where version goes A->B->A."

Why Not Just Use a Single AI Agent?

| Approach | Writes Code | Runs Tests | Blind Validation | Iterates Until Verified | | -------------------------- | ----------- | ---------- | ---------------- | ----------------------- | | Chat-based assistant | ✅ | ⚠️ | ❌ | ❌ | | Single coding agent | ✅ | ⚠️ | ❌ | ⚠️ | | Zeroshot (multi-agent) | ✅ | ✅ | ✅ ...