Bruno Postle
c980100589
harbor-house 3M (500k/grain x3 + 1.5M polish, workers 4, ~22h): the in-run grain anneal reached 1.26e-08 / 23 fails (canonical byte-for-byte), losing decisively to both the direct --no-leaf-sharing baseline (5.14e-06 / 15) and yaa's single-hard-transition warm chain (4.19e-06 / 15) — ~400x worse fitness, +8 fails. Each grain step spikes the fail count as its unfolded leaves acquire independent shape fails (phase-end 19->21->27, final de-share 27->36); the per-phase budget re-polishes a partially-materialised state the next step materialises further, so coarse-grain gains do not carry forward. The polish phase started from a deeper hole (36) than the warm chain's single clean transition and 1.5M evals recovered only to 23. The sharing-phase topology skeleton is best cashed in once, at full grain — not annealed. Machinery retained (search_annealed, --anneal-grain, unfold above=, seed_pop, max_share override): correct, tested, honest, reusable. Default finish stays §15's single-transition unfold+polish. DESIGN §16 records the verdict; closes homemaker-py-kpu. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01M8566xAxTnwtJTkpXjYNZm |
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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 ⚡