FAQ
AI DevKit FAQ
Explore how AI DevKit gives AI coding agents one local setup, console, memory layer, communication path, and verification workflow.
Compare
How AI DevKit differs from other frameworks for AI coding agents.
AI DevKit vs SuperClaude
A practical comparison of AI DevKit and the SuperClaude framework for developers using Claude Code and other AI coding agents.AI DevKit vs Agent OS
A practical comparison of AI DevKit and Agent OS for teams doing spec-driven development with AI coding agents.AI DevKit vs BMAD Method
A practical comparison of AI DevKit and the BMAD-METHOD agile AI-driven development framework.AI DevKit vs Spec Kit
A practical comparison of AI DevKit and GitHub Spec Kit for teams standardizing AI coding agents.AI DevKit vs Superpowers
A detailed comparison between AI DevKit and Superpowers for teams standardizing AI coding agents.
Guides
Memory, agent instruction files, automation, and fixes for specific agents.
Codex Sandbox Troubleshooting for npx ai-devkit
Fix common Codex sandbox permission issues when running npx ai-devkit, including npm registry access, npm cache EPERM errors, and memory database initialization.Use ai-devkit agent send --wait for Programmatic Agent Calls
Use ai-devkit agent send --wait to call an existing supported interactive coding-agent session from scripts and automation.AI DevKit Pi Integration
How to improve AI DevKit's Pi session detection with the @ai-devkit/pi-session-tracker package.AI DevKit Codex Integration
Configure Codex SessionStart hooks so AI DevKit can more reliably detect, inspect, and message running Codex sessions.Persistent Memory for Claude Code
Give Claude Code persistent, searchable memory across sessions with AI DevKit's local MCP memory server — no cloud, no prompt bloat.AGENTS.md Best Practices
What AGENTS.md is, how to write a good one, and how it fits alongside AI DevKit skills, memory, and workflow docs.
Setup guide by tool
Pick your agent for step-by-step setup.
- Setting up AI DevKit for Cursor
- Setting up AI DevKit for Claude Code
- Setting up AI DevKit for Codex
- Setting up AI DevKit for Antigravity
- Setting up AI DevKit for opencode
- Setting up AI DevKit for GitHub Copilot
- Setting up AI DevKit for Gemini CLI
- Setting up AI DevKit for Junie
- Setting up AI DevKit for Cline
- Setting up AI DevKit for Devin
- Setting up AI DevKit for Pi
- Setting up AI DevKit for Grok
- Setting up AI DevKit for Muse Code
Popular Topics
Common questions about running AI coding agents, by area.
Choosing AI coding tools
- Best AI Coding Tools
- AI Coding Tools for Developers
- AI Coding Tools for Teams
- Best AI Coding Tools for Teams
- AI Coding Tools for Large Codebases
- AI Coding Tools with CLI Support
- AI Coding Toolkit CLI
- CLI Toolkit for AI Coding Agents
- AI Coding Tools for Large Legacy Codebases
- AI Coding Tools Comparison
- AI Development Tools for Engineers
- AI DevKit vs Superpowers
- AI DevKit vs SuperClaude
- AI DevKit vs Agent OS
- AI DevKit vs BMAD
- SuperClaude Alternative
- Agent OS Alternative
Multi-agent and control plane
- AI Agent Control Plane
- AI Coding Agent Control Plane
- Control Plane for AI Coding Agents
- Multi Agent Orchestration
- Multi Agent Coding Tools
- AI Agent Orchestration Tools
- AI Agent Orchestration CLI
- Tools for Managing Multiple AI Coding Agents
- How to Manage Multiple AI Coding Agents
- Run Claude Code and Codex Together
- AI Coding Agent Session Management
Memory and context
- Share Context Between AI Coding Agents
- AI Coding Agent Memory Tools
- Memory System for AI Coding Agents
- Persistent Memory for AI Agents
- CLI Memory for AI Agents
- How to Give AI Coding Agent Memory
- AI Coding Agent Memory Management
- Local Memory for AI Agents
- Tools for Managing AI Agent Context
- Claude Code Persistent Memory
- Persistent Memory for Claude Code
- Persistent Memory for Cursor
- Why AI Coding Agents Forget Context
- Why Cursor AI Forgets Instructions
- Why Claude Code Loses Context
- How to Make Claude Code Remember
- Context Engineering Tools
- Context Engineering for AI Coding Agents
- AI Coding Tools with Memory
- AI Coding Tools with Project Memory
Workflow and spec-driven development
- AI Coding Tools for Enforcing Coding Standards
- AI Coding Workflow
- Structured AI Development Workflow
- AI Development Lifecycle Tools
- Spec Driven Development Tools
- Spec-Driven Development AI Tools
- AI Coding Pipeline Tools
- Agent Based Development Workflow
- AI Programming Workflow Tools
- Workflow Management for AI Coding Agents
- AI Coding Development Lifecycle Tools
- AI Coding Assistant for Code Review
- AI Coding Tools for Reducing Code Review Time
- AI Coding Tools for Monorepos
- AI DevKit vs Spec Kit
- Spec Kit Alternative
Reliability and debugging
Agent files and tool setup
- AGENTS.md Generator
- AGENTS.md Best Practices
- CLAUDE.md Best Practices
- CLAUDE.md vs AGENTS.md
- Cursor Rules Management
- How to Customize AI Coding Assistants with Rules
- Tools for Claude Code Workflow
- Tools for Cursor Workflow
- Tools for Codex Workflow
- Tools for opencode Workflow
- Tools for Gemini CLI Workflow
- Claude Code Workflow Tools
- Cursor Workflow Tools
- Codex Workflow Tools
- Cursor AI Workflow Management
- AI Coding Assistant for Terminal