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Bruno Postle e2b3e20070 Phase-2 gate benchmark: memetic loop vs urb-evolve at equal eval budgets 
experiments/benchmark_vs_urbevolve.py (homemaker-py-way): 3 seed designs
(init from scratch, c964435 weak, 2f45907 strong) x 2000-eval runs, the
1000-eval tier read from each run's best-so-far log; urb-evolve gets two
population sizes (default 128 = ~16 generations at this budget, and 16 =
~130) and credit for its better one. Counts via the MAX_EVALS counter
patch in urb-evolve.pl (committed in the urb repo); both systems under
URB_NO_OCCLUSION=1; all finals re-scored through urb-fitness.pl as the
common deterministic yardstick.

run_search.py generalised to (budget, rng-seed, seed.dom, out.dom);
innerloop.optimise now handles 0-DOF topologies (an undivided plot like
init.dom scores once instead of crashing CMA).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-06-12 22:22:16 +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 bd init: initialize beads issue tracking 2026-06-11 23:27:11 +01:00
issues.jsonl Phase-2 gate benchmark: memetic loop vs urb-evolve at equal eval budgets 2026-06-12 22:22:16 +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 ⚡