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Bruno Postle da18ef744e 94g: threshold objective for collapse_global (fail-count, not continuous) 
Add objective="quality"|"threshold" to collapse_global and make threshold
the finish-time default. The continuous-quality objective maximises
sum(usage_quality*area), which can trade one leaf just over the 0.1 fail
threshold for another just under (a fail SHUFFLE). The threshold objective
maximises the COUNT of passing size/width/proportion factors directly, with
continuous fit only as a tiebreak. A satisfied adjacency and a passing factor
share one weight (_COLLAPSE_FAIL_W) so both fail classes are minimised jointly.

Sweep over 6 harbor-house evolved layouts (total fails, base 195):
  adj_off/quality 192  adj_on/quality 185  adj_off/thresh 181  adj_on/thresh 172
adj_on/threshold is monotone across all 6 (never worse than baseline), so it
is the new default. Residual on the best layout (15→13) is the building-level
"no outside public access" constraint, outside the per-leaf model.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01M8566xAxTnwtJTkpXjYNZm
2026-07-18 08:37:02 +01:00
..
hooks bd init: initialize beads issue tracking 2026-06-11 23:27:11 +01:00
.gitignore bd init: initialize beads issue tracking 2026-06-11 23:27:11 +01:00
config.yaml Rename package: homemaker → homemaker-layout 2026-06-14 08:18:06 +01:00
issues.jsonl 94g: threshold objective for collapse_global (fail-count, not continuous) 2026-07-18 08:37:02 +01:00
metadata.json bd init: initialize beads issue tracking 2026-06-11 23:27:11 +01:00
README.md bd init: initialize beads issue tracking 2026-06-11 23:27:11 +01:00

README.md

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

Beads: Issue tracking that moves at the speed of thought ⚡