Bruno Postle
3b3eef68a7
Ramp the leaf-share grain down within one continuous run (e.g. 4->3->2->off), carrying the whole population across each step — graduated non-convexity over the single hard sharing->off transition of the §15 finish. - operators.unfold_shared_leaves(above=cap): unfold only leaves whose share exceeds the new grain cap, leaving smaller-share leaves collapsed for the next step. above=1 (default) keeps the full-unfold §15 behaviour. - driver: max_share override threaded through _overrides_for/_fitness_for/ _evaluate so a phase can rebuild the evaluator at a lower leaf_share_max cap; search(seed_pop=) evaluates an explicit initial population so a phase hands its whole population to the next instead of restarting from a single best. - driver.search_annealed: one phase per descending grain then a de-share polish; unfold-above-cap between steps; cumulative accounting + grain-tagged history; honest canonical best (byte-for-byte verified vs homemaker-fitness). - evolve: --anneal-grain LADDER CLI (self-finishing; §15 finish not applied). 8iv settled the primitive (grid unfold beat the circulation-aware slice), so the ramp reuses the plain balanced-grid unfold at every step. Tests: unfold above-cap selectivity, seed_pop seeding, search_annealed phase stitching / honest finish / degenerate-ladder fallback. 258 pass. DESIGN §16. Head-to-head A/B on harbor-house still to run; verdict pending (issue open). 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 ⚡