Claude Code beginner's tutorial
Peter Yang · coding agents, claude code, coding, developer tools
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Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.
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Educators
Matt Pocock
AI Hero · Beginner to advanced
Practical developer-focused AI education across LLM fundamentals, AI SDK app development, MCP, Claude Code workflows, agent-ready codebases, evals, TDD, handoffs, and reusable skills such as /teach, /grill-me, /to-prd, /to-issues, /tdd, /triage, and /handoff.
Skills
AI coding, Claude Skills, Agentic workflows, AI SDK, MCP, LLM fundamentals, Personalized learning
Providers and platforms
GA
Google AI for Developers
Gemini API model docs · Beginner to advanced
Official Gemini material for learning the current Gemini 3.5 lineup, Interactions API, Deep Research, coding-agent setup, multimodal tradeoffs, and AI Studio workflows.
Topics
Gemini 3.5, Multimodal AI, Long context, Model selection, AI Studio, Interactions API, Deep Research, Coding agents, API examples
Official Qwen material for learning the Qwen3 family, multilingual and multimodal capabilities, local deployment paths, and function-calling behavior.
Topics
Qwen, Open models, Multilingual AI, Coding agents, Multimodal AI, Model selection
Learning paths
Context engineering and MCP
Developers using coding agents and tool-connected workflows
Learn first
- How to structure instructions, memories, and skills
- When to use MCP servers versus retrieval or file search
- Subagents, hooks, and tool boundaries
- How to keep agent context small, relevant, and testable
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Resources
A Complete Guide To AGENTS.md
Guide · Matt Pocock · Intermediate
You want to write project instructions that help coding agents understand commands, conventions, architecture, and working boundaries.
agents.md, context engineering, ai coding, agentic workflows
OpenAI model guide
Model docs · OpenAI · Beginner to advanced
You need to choose between GPT-5.5, GPT-5.5 Pro, GPT-5.4 mini, GPT-5.4 nano, reasoning levels, tool support, and cost-sensitive API paths.
openai, gpt, gpt-5, reasoning models, model selection
OpenAI MCP and connectors
Guide · OpenAI · Intermediate
You need the official OpenAI path for wiring MCP servers and connectors into agent workflows instead of inventing your own tool contract.
openai, mcp, connectors, agents, tool use
Gemini coding agent setup
Guide · Google AI for Developers · Intermediate
You want Google's official setup path for Gemini-driven coding-agent workflows, Gemini Docs MCP, and skills rather than generic prompt advice.
gemini, coding agents, developer tools, mcp, workflow setup
Gemini Agents Overview
Guide · Google AI for Developers · Intermediate
You want the official overview of Gemini managed agents, sandbox behavior, and when to use agent workflows instead of plain model calls.
gemini, agents, interactions api, deep research, coding agents
Mistral models overview
Model docs · Mistral AI · Beginner to advanced
You need to compare current Mistral families such as Devstral, Magistral, Voxtral, OCR, and general-purpose models.
mistral, open models, commercial models, model selection, coding
OpenAI Codex
Official product docs · OpenAI · Beginner to advanced
You want the current OpenAI path for agentic software engineering, code review, and background coding tasks.
codex, coding agents, developer tools, automation, code generation
Claude choosing a model
Guide · Anthropic · Intermediate
You need Anthropic's current guidance on balancing capability, speed, and cost before changing Claude models.
claude, anthropic, model selection, frontier models, coding
Claude Code overview
Guide · Anthropic · Intermediate
You want practical docs for using Claude as a coding agent across a real codebase and toolchain.
claude code, coding agents, developer tools, automation, coding
xAI Grok Build overview
Guide · xAI · Intermediate
You want the latest xAI docs for its coding-agent workflow rather than only the raw model list.
xai, grok build, coding agents, developer tools, automation
Hugging Face Context Course
Free course · Hugging Face · Intermediate
You want a focused course on context engineering for code agents, including skills, subagents, hooks, and MCP.
context engineering, coding agents, skills, subagents, mcp