Adhdev

Adhdev is a control plane for AI coding agents that orchestrates tasks, queues, and multi-machine execution with automated git integration.

ADHDev acts as a control plane for AI coding agents, allowing users to launch, monitor, and steer sessions across multiple machines from a web or mobile dashboard. The platform supports various agents including Claude Code, Codex, Kimi, Cursor CLI, and Antigravity CLI. It manages tasks through a shared queue where idle machines automatically claim work, running each task in an isolated git worktree. The Refinery engine automates the convergence process by verifying finished work against repository gates and rebasing it onto the main branch. This approach allows for unattended merges, specifically handling complex environments like submodule monorepos. Communication between the dashboard and agents occurs over encrypted P2P channels for privacy.

Adhdev at a glance

Best for: Software engineer
Runs on: Web, Mobile, CLI
Pricing: Free
Released: October 2026
Category: AI coding tool
Website: github.com/vilmire/adhdev

Key features

Multi-machine task orchestration over P2P mesh
Automated git merging via Refinery engine
Isolated task execution in individual worktrees
Quota-aware routing for CLI subscription limits
Submodule-aware convergence and validation
Encrypted WebRTC data transmission
Multi-perspective review with multiple AI models

Use it for

Coordinating parallel coding agents across a fleet of machines
Automating merges from AI agent tasks into a main repository
Running bug investigations with multiple AI models simultaneously
Managing CLI subscription quotas across multiple development nodes

Companions

Tools that articles about Adhdev recommend using with it, each with its job.

Context7 — Provides up-to-date documentation for AI agents and code editors.
Ollama — Run local models at zero marginal cost, with code kept on your machine.
OpenRouter — Access over 500 models and 80 providers through one unified API.
Daytona — Runs sessions in isolated sandboxes synced to git branches.
Composio — Equips AI agents with tools, managed user auth, and sandboxes across 1,500+ apps
Oh My OpenCode Slim — Lightweight multi-agent orchestration and background tasks.

Alternatives to Adhdev

jevgrep — Reduces coding agent costs by providing targeted, relevant repository context.
ZCode — Integrates GLM-5.3 with multi-agent workflows and remote chat control.
Agent Skills — Encodes senior-engineer workflows and quality gates into 24 skills.
OpenCode — Works with 75+ model providers, local models, and existing subscriptions
Google ADK — It applies software development principles to agent creation with Python.
CodeGraph — It eliminates file crawling, reducing AI agent tool calls by 88% and cutting costs.
Alook — Connects existing local coding agents to team communication channels.
Entire CLI — Mirrors Git repositories globally to increase cloning speeds for AI agents.
Stoneforge — Runs isolated git worktrees and automated merges to prevent conflicts.
GitAgent — Manage AI agents with familiar git workflows like branching, diffing, and reverting.
ADHD Skill — It uses parallel independent branches and a critic pass to find better solutions.
cc-sdd — Explicit boundaries and independent review let humans and agents work in parallel safely.

All Adhdev alternatives