Course library
Forward Future University
Beginner to intermediate
Use this when you want structured creator-led lessons on MCP, agents, and practical AI workflows instead of jumping straight into scattered videos.
AI educator
Forward Future
Useful when you want creator-led walkthroughs, current open-source experiments, and practical explanations without reading raw docs all day.
Start with: Start with the OpenClaw guide or a Forward Future University lesson, then use the newsletter to follow adjacent tools only after you ship one example.
Course library
Beginner to intermediate
Use this when you want structured creator-led lessons on MCP, agents, and practical AI workflows instead of jumping straight into scattered videos.
Practical guide
Beginner to intermediate
Use this when you want a current agent walkthrough with a concrete tool and a faster path from reading to running something.
Playbook
Beginner to intermediate
Use this when you want Matthew's workflow framing for shipping with AI tools rather than a generic coding-agent overview.
Newsletter
Beginner to intermediate
Use this when you want Matthew Berman's material for ai agents and related AI skills.
Builders, founders, AI-curious operators, developer-adjacent learners should start here when they need ai agents, open-source ai, vibe coding, mcp, and ai workflows. The strongest fit is a learner who wants material in these formats: newsletter, course library, youtube videos, interviews.
Start with the OpenClaw guide or a Forward Future University lesson, then use the newsletter to follow adjacent tools only after you ship one example. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.
Useful when you want creator-led walkthroughs, current open-source experiments, and practical explanations without reading raw docs all day. Use this profile when you are comparing educators by topic, level, format, and practical usefulness rather than browsing random AI content.
Compare the skill coverage, the starting recommendation, the educator's own resources, and any videos when available. If you need ai agents, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.
These are not by Matthew Berman. They are included only as optional adjacent material after this educator's own videos and resources.
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| Resource | Kind | Level | Use when |
|---|---|---|---|
|
Microsoft AI Agents for Beginners
Microsoft
|
GitHub repo | Beginner to intermediate | You want a structured agent learning path with code. |
|
Model Context Protocol Tutorial
Matt Pocock
|
Free tutorial | Intermediate | You want to understand MCP and build TypeScript MCP servers over stdio or HTTP, connect Claude Code to tools, use MCP prompts, and package servers for distribution. |
|
How To Make Codebases AI Agents Love
Matt Pocock
|
Guide | Intermediate | You want to improve a codebase so AI agents can navigate it, run checks, make smaller changes, and recover from mistakes more reliably. |
|
AI Agents in LangGraph
DeepLearning.AI
|
Short course | Intermediate | You want a focused course on building stateful AI agents and agent workflows with LangGraph. |
|
MCP: Build Rich-Context AI Apps with Anthropic
DeepLearning.AI
|
Short course | Intermediate | You want a hands-on MCP course for connecting tools, context, and Claude-powered apps. |
|
Hugging Face MCP Course
Hugging Face
|
Free course | Beginner to intermediate | You want a free structured MCP path with concepts, assignments, SDKs, and a certificate route. |
|
Evaluating AI Agents
DeepLearning.AI
|
Short course | Intermediate | You need to test, trace, and improve agent workflows instead of judging only single LLM responses. |
|
Modernizing complex legacy code with AI agents
Mistral AI
|
Agent migration case study | Intermediate to advanced | You want Mistral's September 9, 2026 field report on migrating 40,000 lines of Fortran 77 to C++, including a parity harness built before migration, agent-generated documentation, planner-coder-tester-reviewer workflows, and the human checkpoints needed for maintainable results. |
|
OpenAI Codex hooks
OpenAI
|
Coding agent guide | Intermediate to advanced | You need lifecycle hooks that run scripts or MCP tools around Codex sessions, prompts, tool calls, compaction, subagents, permissions, validation, logging, or persistent-memory workflows. |
|
OpenAI Site tools with WebMCP
OpenAI
|
Web agent guide | Intermediate | You want a website to expose predefined actions directly to ChatGPT Work or Codex in the built-in browser, using the same live page and signed-in session as the user. |
|
Qwen Code September 3 weekly update
Qwen
|
Coding agent release notes | Beginner to advanced | You want Qwen's September 3, 2026 practical guide to its latest coding-agent workflows, including learning-oriented output styles, scheduled tasks, a browser terminal, safer workspace writes, skills, MCP stability, and current vision-model support. |
|
How to Evaluate AI Agents
Hugging Face Community
|
Evaluation guide | Intermediate | You need a practical evaluation plan built around representative tasks, controlled environments, observable traces, outcome and constraint metrics, repeated trials, and production failures turned into regression tests. |