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. |
|
Demystifying evals for AI agents
Anthropic
|
Agent-evaluation learning resource | Intermediate to advanced | Product and engineering teams designing practical evaluations for multi-turn, tool-using agents. |
|
Generative AI Leader Certification
Google Cloud
|
Certification learning path | Beginner to intermediate | Use this five-course learning path to prepare leaders to explain generative AI, apply Google's AI tools to business innovation, and prepare for the Generative AI Leader certification. |
|
Google Cloud API Gateway MCP explained
Google Cloud
|
MCP gateway launch explainer | Intermediate | Google announced API Gateway MCP support on September 24, 2026. Use this explainer to assess the request flow, security boundary, preview limits, and a safe first rollout. |
|
Claude and the ART enzyme system explained
Anthropic
|
AI-assisted science explainer | Intermediate | Anthropic reported ART on September 23, 2026. Use this explainer to separate what its agents found, what the lab confirmed, and what remains a hypothesis. |
|
Introducing the Agents API
OpenAI
|
Managed agent API launch and guide | Intermediate to advanced | You want OpenAI's September 10, 2026 launch guide for building long-running cloud agents with the managed Codex harness, context compaction, tool search, multi-agent delegation, and your choice of hosted or self-managed sandbox. |