Bruno Postle
cfb0518531
End-to-end A/B (maple div6/div8, harbor div6, seeds 0/1/2, 20000 evals) vs the §12.3 div=3 baseline: every arm within ±1.7 of baseline (maple 136.0 -> 137.0 / 134.3; harbor 74.0 -> 75.3), inside the measured ±3 noise floor with large per-seed spread. Coarsening the circulation spine lowers the raw shape floor but raises access/adjacency by as much; end-to-end they wash out. Verdict: keep circ_divisor=3; the maple/harbor residual is the geometry floor of the slicing representation at this room density — neither search machinery (§12.3) nor construction granularity (§12.4) moves it beyond noise. En route: the div=3 control (129 vs §12.3's 126) exposed a reproducibility bug — _assign_adjacency_aware iterates id()-ordered sets of Node objects, so the constructive seed is nondeterministic across processes (~±3 fail noise). Filed homemaker-py-xcy (P2); per-seed ledger numbers are not reproducible, only multi-seed means. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> |
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Beads - AI-Native Issue Tracking
Welcome to Beads! This repository uses Beads for issue tracking - a modern, AI-native tool designed to live directly in your codebase alongside your code.
What is Beads?
Beads is issue tracking that lives in your repo, making it perfect for AI coding agents and developers who want their issues close to their code. No web UI required - everything works through the CLI and integrates seamlessly with git.
Learn more: github.com/steveyegge/beads
Quick Start
Essential Commands
# Create new issues
bd create "Add user authentication"
# View all issues
bd list
# View issue details
bd show <issue-id>
# Update issue status
bd update <issue-id> --claim
bd update <issue-id> --status done
# Sync with Dolt remote
bd dolt push
Working with Issues
Issues in Beads are:
- Git-native: Stored in Dolt database with version control and branching
- AI-friendly: CLI-first design works perfectly with AI coding agents
- Branch-aware: Issues can follow your branch workflow
- Always in sync: Auto-syncs with your commits
Why Beads?
✨ AI-Native Design
- Built specifically for AI-assisted development workflows
- CLI-first interface works seamlessly with AI coding agents
- No context switching to web UIs
🚀 Developer Focused
- Issues live in your repo, right next to your code
- Works offline, syncs when you push
- Fast, lightweight, and stays out of your way
🔧 Git Integration
- Automatic sync with git commits
- Branch-aware issue tracking
- Dolt-native three-way merge resolution
Get Started with Beads
Try Beads in your own projects:
# Install Beads
curl -sSL https://raw.githubusercontent.com/steveyegge/beads/main/scripts/install.sh | bash
# Initialize in your repo
bd init
# Create your first issue
bd create "Try out Beads"
Learn More
- Documentation: github.com/steveyegge/beads/docs
- Quick Start Guide: Run
bd quickstart - Examples: github.com/steveyegge/beads/examples
Beads: Issue tracking that moves at the speed of thought ⚡