Bruno Postle
85c1183d4c
Prototype + validation for an exact size/width/proportion feasibility DP over a frozen slicing topology, replacing the ~80-200 eval Nelder-Mead inner loop's approximate answer to the same question with one bottom-up pass (experiments/shapecurve_spike.py). Leaf feasible regions are exact FAIL_THRESHOLD-inversions of fitness.py's quality_size/width/proportion; internal-node composition runs on a shared discretised grid. Validated on harbor-house-l0 (experiments/validate_shapecurve.py, 200 random topologies vs NM minimising shape-fail-count directly): 99.0% agreement (0 false negatives), 93.6x speedup at grid_n=150, plot-level bbox approximation error quantified at +7.5% (root-causing both observed false positives). All three acceptance criteria cleared -- see DESIGN.md §37.2 for full results and the caveats/scope not covered (multi-storey, leaf_sharing/co_type, true skew-quad regions). Kept as a reference spike, same status as experiments/autodiff_spike.py (§34); production wiring into driver.py filed as homemaker-py-6xh. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01LSwQwpEaHFBkeVSDDWd75S |
||
|---|---|---|
| .. | ||
| hooks | ||
| .gitignore | ||
| config.yaml | ||
| issues.jsonl | ||
| metadata.json | ||
| 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
- 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 ⚡