Bruno Postle
bf3ff43837
Same-code rooms collapse into fewer, larger SHARED leaves so the ~1.8/leaf shape tax (§13.1) is paid once per group. Multiplicity k is recovered from area (k=clamp(round(area/target),1,max_share)) — no genome change — and used in two default-OFF sites: graph.check_space_counts counts coverage (Σk vs req.count) so one leaf covers several rooms without a missing fail, and fitness.quality_size centres on k×target (σ scaled by k). Construction: operators._share_rooms groups instances; _size_divisions_from_targets sizes shared leaves to k×target via leaf_mult. Floor probe (experiments/diag_leaf_sharing.py, harbor+maple, seeds 0/1/2, +innerloop): total fails −27% harbor / −16% maple at share3, shape factors fall ~linearly with leaf count (confirms §13.1). Cap: 17–44 missing fails leak because depth maldistribution (§13.2) keeps shared leaves below k×target so round() undercounts; inner loop can't close it. Net still positive. Default-OFF reproduces baseline exactly (214 tests pass). Driver plumbing + staged 20k A/B remain; §13.3 records the next design fork. 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 ⚡