Practical documentation for developers who want to use AI tools effectively in their daily workflow.
Guides, prompt templates, subagent blueprints, skills, and more — from first steps to advanced agent workflows.
This site covers AI-assisted development from first steps to advanced automation. Content is organized by experience level and topic.
- Starter — environment setup, first workflows, getting productive fast
- Intermediate — structured workflows, context management, team conventions
- Pro — agent orchestration, PRD-driven development, multi-agent systems
Honest, side-by-side comparisons of Claude Code, GitHub Copilot, Cursor, Codex CLI, Gemini CLI, Aider, and Mistral. Covers what each tool does well, where it falls short, and when to switch.
The most detailed section. Covers every layer of Claude Code:
| Topic | What you'll find |
|---|---|
| Memory | CLAUDE.md, user/project/local scopes, auto memory, subagent memory |
| Skills | Custom slash commands, ready-to-use templates, team skill libraries |
| Subagents | Built-in agents, custom agent files, parallel and background execution |
| Agent Teams | Peer-to-peer multi-agent collaboration, when to use it vs. subagents |
| Hooks | Pre/post tool hooks, automated quality gates, safety guardrails |
| MCP Servers | Model Context Protocol setup, available servers, practical use cases |
| Workflows | Orchestration patterns, commands, composing agents + skills |
| Plugins | Plugin marketplace, installing and managing extensions |
| Context & Flags | Context window management, CLI flags, permission modes |
| Debugging | Diagnosing common failures, session inspection, troubleshooting |
- Prompt templates — copy-paste prompts for code review, refactoring, testing, and more
- Subagent blueprints — ready-to-use
.mdagent files for universal, web/backend, and firmware/embedded workflows - Skill templates — ready-to-use
SKILL.mdfiles covering review, commit messages, standup updates, test generation, API review, and more - PRD system — a 7-document PRD template designed for AI-assisted development
- GitHub repos — curated list of useful AI dev tooling repositories
- Troubleshooting — common AI coding pitfalls and how to work around them
Foundational guides on prompting basics and advanced techniques, code generation, debugging, refactoring, unit testing, and coverage.
Stack-specific environment setup for web/backend, .NET, and firmware/embedded projects.
Developers who already know how to code and want to move faster with AI, not replace thinking, but reduce repetitive work and keep context across sessions. Whether you are just starting with AI tools or building custom agent pipelines, there is content here for you.
npm install
npm start
# Opens at http://localhost:3020Build for production:
npm run build
npm run serveContributions are welcome. If you spot something outdated, want to add a guide, improve an example, or contribute a subagent/skill blueprint, open a PR.
A few conventions to follow:
- All docs live in
docs/as.mdor.mdxfiles with YAML frontmatter (sidebar_positionrequired) - Filenames use kebab-case
- Code blocks are always language-tagged
- Run
npm run buildbefore submitting — broken links will fail the build
See CLAUDE.md for the full contributor and AI assistant guide.
Built and maintained by Arantic Digital.