Featured lesson
You Can't Run AI Agents Without This
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.
AI educator
Forward Future
Useful when you want creator-led walkthroughs, current open-source experiments, and practical explanations without reading raw docs all day.
Best for: Builders, founders, AI-curious operators, developer-adjacent learners
Formats: Newsletter, Course library, YouTube videos, Interviews
Featured lesson
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.
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Educator video
Matthew Berman · ai agents, open source, automation, tutorial
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 |
|---|---|---|---|
|
Lazarus AI agent backdoor defense guide
Microsoft Research
|
AI agent security analysis | Intermediate to advanced | Understand Microsoft's Lazarus model-backdoor research, assess open-weight agent risk and add provenance, isolation and monitoring controls before deployment. |
|
Uber production AI agent security guide
Uber
|
AI agent security guide | Intermediate | Use this guide to turn a production agent's purpose, tools and risk level into enforceable checks before it can take sensitive actions. |
|
GitHub Copilot code review API rollout guide
GitHub
|
AI code review guide | Intermediate | Use this guide to roll out Copilot code review across repositories without treating an AI review as a merge gate or giving review tools unnecessary access. |
|
GitBook AI-agent attack response guide
GitBook
|
AI security incident analysis | Intermediate | Use this guide to respond to GitBook's November 2026 security incident, rotate connected credentials and separate confirmed exposure from unanswered questions. |
|
AG-UI client vulnerability response guide
NIST National Vulnerability Database
|
AI agent frontend security analysis | Intermediate to advanced | Use this guide to find affected @ag-ui/client deployments, apply the two released fixes and contain the three flaws that still lack a released patch. |
|
Trigger.dev environment-variable breach response guide
Trigger.dev
|
AI workflow platform security analysis | Intermediate to advanced | Use this if your organization stored credentials in Trigger.dev or needs to assess the November 1 security incident. |
|
VAPOR PANDA ARTEX agent campaign response guide
CrowdStrike
|
AI-assisted cyber campaign analysis | Intermediate to advanced | Use this after CrowdStrike's October 29 report to hunt ARTEX activity, review identity controls and contain AI-scaled intrusion paths. |
|
GitHub Copilot server-to-server authentication guide
GitHub
|
AI agent authentication guide | Intermediate | Use this guide when a service or agent must make Copilot SDK requests for an organization without borrowing a person's credentials. |
|
Warp agent-log breach response guide
Warp
|
AI developer-tool security analysis | Intermediate | Assess Warp's vendor breach, identify exposed agent data and decide which logs, credentials and integrations need review. |
|
NVIDIA and Meta Muse partnership explained
NVIDIA and Meta
|
AI model and infrastructure partnership analysis | Intermediate | Separate NVIDIA's announced $3 billion investment and engineering commitments from proposed controls, vendor claims and future capacity. |
|
NVIDIA GTC Berlin 2026 announcements explained
Learnetto
|
AI infrastructure analysis | Intermediate | You need a practical account of NVIDIA's GTC Berlin announcements and want to separate available software from reference designs, partner plans, and vendor performance claims. |
|
Microsoft AI Agents for Beginners
Microsoft
|
GitHub repo | Beginner to intermediate | You want a structured agent learning path with code. |