stephenleo

stephenleo / bmad-autonomous-development

Public

🤖 Autonomous development orchestrator for the BMad Method. Runs fully autonomous, parallel, multi-agent pipelines through the full story lifecycle (create → dev → review → PR) driven by your sprint backlog and dependency graph.

15
4
69% credibility
Found Apr 05, 2026 at 15 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Python
AI Summary

BMad Autonomous Development is a module that coordinates AI agents to automate sprint execution by processing planned stories through creation, development, review, pull requests, and merging in parallel batches.

How It Works

1
🔍 Discover BAD

You hear about BAD, a helpful tool that takes over your development sprints and handles all the work automatically.

2
📥 Add to Your Project

With one simple command in your AI assistant, you bring BAD into your project so it's ready to help.

3
⚙️ Set Your Preferences

You answer a few quick questions to tell BAD how many tasks to handle at once, where to store work, and other easy choices.

4
📋 Prepare Your Sprint Plan

You outline your big goals and smaller tasks in a simple plan file, and BAD reads it to know what to do.

5
🚀 Start the Magic

You say 'run BAD' or similar, and it springs to life, juggling multiple stories at once through creating, building, checking, and sharing your code.

6
⏳ Watch It Go

BAD works on its own in the background, picking ready tasks, fixing issues, and keeping everything on track until the batch is done.

🎉 Sprint Complete

Your entire sprint finishes automatically with all code reviewed, tested, merged, and ready—freeing you to focus on the next big ideas.

Sign up to see the full architecture

5 more

Sign Up Free

Star Growth

See how this repo grew from 15 to 15 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is bmad-autonomous-development?

This Python tool automates your entire sprint backlog into fully autonomous development pipelines, handling story creation, coding, review, PRs, and even merges via parallel multi-agent workflows driven by a dependency graph. It spins up isolated git worktrees for up to three stories at once, delegates tasks to focused LLM subagents (like sonnet or opus), and loops until your backlog is cleared—perfect for github autonomous agents tackling real projects. Setup is dead simple: install via npx, run /bad setup, then /bad to kick off autonomous development from your sprint-status.yaml.

Why is it gaining traction?

Unlike basic autonomous coders on github, it respects epic ordering and PR statuses, runs CI locally if needed, and auto-fixes reviews or conflicts without babysitting. Developers dig the harness-agnostic support for Claude, Cursor, or GitHub Copilot, plus runtime overrides like MAX_PARALLEL_STORIES=2, making it a true autonomous development platform that processes backlogs hands-free. The dependency graph ensures no orphaned tasks, standing out in the github autonomous coding agent space.

Who should use this?

Solo full-stack devs or small teams on BMad Method who hate manual story juggling and want github autonomous agents to dev entire sprints. Ideal for indie hackers with dense backlogs, or AI experimenters building autonomous exploration github prototypes beyond toy tasks. Skip if you're not already in the BMad ecosystem.

Verdict

Worth a spin if you're deep in BMad—solid docs and user-facing config make it approachable despite 15 stars and a 0.7% credibility score signaling early maturity. Test on a side project first; it's niche but nails autonomous backlog automation without the hype.

(198 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.