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In case you're wondering why I haven't published my latest video... you can thank @DistroKid for STILL not white-listing my channel from MY OWN MUSIC despite asking them to fix it for MONTHS. After 6 months of work, I'm sorry, but I need the ad revenue to make a living.
If I had to learn AI agents in 7 days, I would not read a single paper.
I would build from these 10 GitHub repos.
1. awesome-llm-apps
The starting point. 100+ working agent apps you can clone and run on day one. 106K+ stars.
Repo → https://t.co/oXrD5A8K6a
2. AI-Agents-for-Beginners
Microsoft's free 12-lesson course. Real code, real exercises, no theory dump.
Repo → https://t.co/7dNsDw6bTj
3. CrewAI
Build your first multi-agent crew in under 3 hours. Used by 60% of the Fortune 500.
Repo → https://t.co/0xohE065sD
4. LangGraph
The orchestration layer every production AI system runs on in 2026. The skill on every senior AI engineer job description.
Repo → https://t.co/bzVBn9uecV
5. awesome-mcp-servers
MCP is the agent-tool standard in 2026. Plug your agent into 100+ tools without writing integrations.
Repo → https://t.co/ejVOgkRJDX
6. OpenHands
Study a real autonomous coding agent that ships pull requests on its own.
Repo → https://t.co/kqap76TDuB
7. Smolagents
Hugging Face's minimal agent framework. ~1000 lines. The cleanest way to understand how agents actually work.
Repo → https://t.co/HgK9yxMcUH
8. Pydantic AI
The type-safe agent framework production teams are migrating to. Best choice for shipping reliable agents at work.
Repo → https://t.co/ESZkxsTXIR
9. OpenAI Agents SDK
The official OpenAI framework for handoffs, tool calls, and conversation context.
Repo → https://t.co/zV3llhnbw7
10. Letta (formerly MemGPT)
Agents that remember. Long-term memory, self-editing prompts, persistent identity.
Repo → https://t.co/qx02lTEepP
Here's the wildest part:
You don't need a paper, a PhD, or a course. You need a laptop, 7 days, and these 10 repos.
The skill that pays $200K in 2026 is not understanding agents. It is shipping them.
Day 1 you clone. Day 7 you have a working agent. The rest is iteration.
Save this before you forget.
100% free. 100% open source.
Shipped an update to my skills that allows you to use them with any issue tracker (GitHub, Jira, Linear, local files)
1. Run npx skills@latest add mattpocock/skills
2. Run /setup-matt-pocock-skills
3. Choose any issue tracker you like
4. Profit
We see our home planet as a whole, lit up in spectacular blues and browns. A green aurora even lights up the atmosphere. That's us, together, watching as our astronauts make their journey to the Moon.
I'm joining @OpenAI to bring agents to everyone. @OpenClaw is becoming a foundation: open, independent, and just getting started.🦞
https://t.co/XOc7X4jOxq