autodev-ai 0.1.0a3

AI-driven software factory: CrewAI + Codex CLI + Claude Code CLI with multi-CLI router, A2A roundtable, MCP server, scale-adaptive delivery from brief to release-ready project.

autodev-ai

A multi-CLI software factory powered by CrewAI agents, Codex CLI, and Claude Code CLI.

From a one-paragraph project brief to milestone-driven, gate-protected delivery — with a full audit trail, A2A agent networking, MCP server support, and sprint-mode planning.

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Install

Status: alpha — v0.1.0-alpha on GitHub Releases. PyPI publish gated on user feedback; install from wheel or source for now.

From the GitHub Release wheel:

pip install --pre autodev-ai           # once published on PyPI
# OR install directly from the GitHub Release wheel:
pip install https://github.com/merchloubna70-dot/autodev-ai/releases/download/v0.1.0a1/autodev_ai-0.1.0a1-py3-none-any.whl

From source:

git clone https://github.com/merchloubna70-dot/autodev-ai.git
cd autodev-ai
pip install -e ".[dev]"

Docker (codex + claude pre-installed, ~2 GB):

docker pull ghcr.io/merchloubna70-dot/autodev-ai:0.1.0-alpha
docker run --rm ghcr.io/merchloubna70-dot/autodev-ai:0.1.0-alpha --help

Optional — real CrewAI runtime:

pip install -e ".[crewai]"

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5-minute quickstart

No API key required — the mock executor generates realistic artifacts instantly.

# Deliver a full project from a brief (dry-run, mock mode)
autodev deliver-project \
  --project-brief examples/01-mdlines/brief.md \
  --from-scratch true \
  --mode dry-run \
  --executor auto \
  --allow-mock-executor true \
  --repo-path /tmp/mdlines-demo

# Explore what was produced
ls /tmp/mdlines-demo/.dev-factory/runs/*/delivery/
cat /tmp/mdlines-demo/.dev-factory/runs/*/delivery/final_report.md

Expected output:

[autodev] --scale not given; will auto-infer from PRD/brief
run_id=20240514-143012-a1b2c3 mode=dry-run mock=True release=NotReleaseReady

See the full 5-minute quickstart guide.

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Features

CrewAI agents — full pipeline coverage

A structured agent graph converts any input (brief / PRD / GitHub issue / bug description) into structured delivery artifacts:

InputClassifier → ProductManager → PRDWriter → SystemArchitect
    → MilestonePlanner → TaskDecomposer → ExecutorRouter
    → QualityGate → SecurityReviewer → Verifier → DocWriter
    → ReleaseManager → audit artifacts on disk

Multi-CLI executor routing

All CLI traffic passes through a single ExecutorRouter. It automatically selects between Codex CLI (mechanical writes, small patches, tests, scaffolds) and Claude Code CLI (architecture, long-context refactors, security reviews, release roll-ups).

autodev deliver-project ... --executor auto    # smart routing (default)
autodev deliver-project ... --executor codex   # force Codex for everything
autodev deliver-project ... --executor claude  # force Claude Code for everything

Task type	Default backend
Scaffold, test generation, small patch	Codex CLI
Architecture, refactor, security, docs, release	Claude Code CLI
Either CLI missing + --allow-mock-executor true	Mock (deterministic)

4-stage bug-fix flow

autodev fix-bug \
  --bug "p99 latency is wrong: off-by-one index in aggregate.py" \
  --repo-path /tmp/log-analyzer \
  --mode dry-run \
  --allow-mock-executor true

Stages: Reproduce → Locate → Patch → Verify. Every step produces a structured JSON artifact. See Tutorial 01 — Bug-fix flow.

BMAD-derived sprint mode

Plan and track multi-week sprints with course-correction support:

autodev sprint-start  --goal "Deliver MVP slug library" --duration-days 10
autodev sprint-status
autodev sprint-retro  --sprint-id sprint-001
autodev sprint-correct --sprint-id sprint-001 --change "Add JSON output mode"

See Tutorial 04 — Sprint mode.

Roundtable party-mode (A2A)

Recruit N specialist agents by skill, get independent analysis, synthesize:

autodev roundtable \
  --topic "SQLite vs PostgreSQL for the kanban board" \
  --skills security,arch,perf \
  --repo-path /tmp/my-project

Set FACTORY_FORCE_MOCK=1 for CI / no-API-key usage. See Tutorial 05 — Roundtable.

MCP server — use autodev from Claude Desktop

autodev mcp-serve   # JSON-RPC 2.0 over stdio

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "autodev": {
      "command": "autodev",
      "args": ["mcp-serve"]
    }
  }
}

See Tutorial 06 — MCP server.

A2A server — accept tasks from external agents

autodev a2a-serve --port 8421
autodev a2a-call --endpoint http://127.0.0.1:8421 --skill fix-bug \
  --task-json '{"text": "Fix the percentile bug"}'

See Tutorial 07 — A2A server.

Full audit trail

Every run writes a structured artifact tree under <repo>/.dev-factory/runs/<run_id>/:

input/ product/ architecture/ planning/ execution/
quality/ verification/ delivery/ run_state.json

Runs are resumable (autodev continue-run), replayable (autodev replay), and support milestone-by-milestone execution (autodev execute-milestone).

Safety baked in

• No business code calls codex or claude directly — only ExecutorRouter
• Shell executor blocks rm -rf, sudo, cat .env, curl | bash, etc. in all modes
• --commit, --push, --tag are off by default — opt in explicitly
• release_check returns NotReleaseReady when mock execution or dry-run was used
• final_report.md never relabels a failed gate as passed

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Multi-CLI routing table

Task type	Default backend	Why
scaffold	Codex	Small mechanical writes
test	Codex	Targeted unit-test additions
feature (≤5 files, low/medium risk)	Codex	Fast, deterministic
feature (>5 files or high risk)	Claude Code	Long-context reasoning
refactor	Claude Code	Multi-file coherence
architecture	Claude Code	System design
integration (single-language)	Codex	Targeted API changes
integration (cross-language)	Claude Code	Contract reasoning
security	Claude Code	Deeper threat review
docs	Claude Code	Tone and cohesion
release	Claude Code	Evidence roll-up

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All CLI commands

autodev deliver-project    — Brief/PRD → full project delivery
autodev run-issue          — GitHub issue → structured change
autodev fix-bug            — 4-stage bug-fix: reproduce/locate/patch/verify
autodev multi-patch-fix-bug — Generate N patch candidates, vote for best
autodev execute-milestone  — Run a single milestone from a completed plan
autodev continue-run       — Resume a failed run from last checkpoint
autodev replay             — Re-run a stage from a checkpoint
autodev scan               — Scan repo for context
autodev verify             — Run verification on a completed run
autodev release-check      — Evaluate release readiness
autodev report             — Print run summary
autodev export-delivery    — Export delivery artifacts to a directory
autodev push               — Push committed changes to remote
autodev create-pr          — Open a GitHub PR for a completed run
autodev sprint-start       — Open a new sprint
autodev sprint-status      — Check sprint health metrics
autodev sprint-retro       — Run a retrospective
autodev sprint-correct     — Analyse mid-sprint change impact
autodev roundtable         — Party-mode A2A discussion by skill
autodev mcp-serve          — Start MCP server over stdio
autodev a2a-serve          — Start A2A HTTP server
autodev a2a-register       — Register a remote A2A agent
autodev a2a-call           — Send a task to a remote A2A agent
autodev next               — Suggest next action from run state
autodev design-ux          — BMAD-Sally UX design workflow
autodev investigate        — Open a structured investigation case
autodev generate-context   — Generate project-context.md from repo
autodev document-project   — Generate brownfield AI-onboarding docs
autodev classify-input     — Classify a brief/issue into mode + metadata
autodev create-prd         — Generate a PRD from a brief
autodev plan-project       — Generate a project plan from PRD
autodev plan-milestones    — Generate milestones from a project plan
autodev plan-tasks         — Generate tasks from milestones
autodev review             — Approve/reject a paused human-review gate

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Documentation

Doc	Contents
5-minute quickstart	Install → credentials → first run → explore artifacts
Tutorial 01 — Bug-fix flow	4-stage fix-bug on log-analyzer
Tutorial 02 — Rust project	Deliver slug-rs from brief
Tutorial 03 — Multi-CLI routing	ExecutorRouter internals
Tutorial 04 — Sprint mode	sprint-start / status / retro / correct
Tutorial 05 — Roundtable	Party-mode A2A discussion
Tutorial 06 — MCP server	Claude Desktop integration
Tutorial 07 — A2A server	HTTP agent-to-agent
Architecture reference	Layers, flows, audit trail, failure policy
Configuration	ConfigStack 4-layer TOML, env vars, Codex/Claude CLI auth, MCP, A2A
Troubleshooting	12 common problems and fixes
FAQ	Top 15 questions
CHANGELOG	Release history
Contributing	How to contribute

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License

MIT.