Transcripts, resources, and sources for every video on my channel.
| Video | What it covers | Published |
|---|---|---|
| How MCP Works in 2026 Explained For Beginners | MCP foundations, hosts/clients/servers, APIs vs. skills vs. plugins, and the four changes in 2026 | Coming up soon |
| AI Engineer Projects That Get You Hired | 6 portfolio projects in increasing difficulty, with the dataset, tool stack, and evals for each | 2026-10-08 |
| You need to learn Local AI in 2026 | What local AI is, why it took off, how to run it, and where it breaks at scale | 2026-10-01 |
| Jev Explained in 12 mins (Without the Hype) | What Jev is, the 3 things it can do, where it breaks down, and how it pairs with LLMs | 2026-09-24 |
| The Most Important Skill for AI Engineers: Evals Explained | What AI evals are, model evals vs product evals, the 3 ways to build them, and a full first-eval walkthrough | 2026-09-17 |
| Forward Deployed Engineer: Hype, Reality & a Realistic Roadmap | What the role actually is, the 3-layer roadmap, and 4 myths checked against 1000+ live job listings | 2026-09-11 |
| Make Claude Code 10x Better and Cheaper: 16 Research-Backed Tips | The 5 levels of working with Claude Code and Codex, and 16 tips with the prompts to apply them | 2026-09-03 |
| AI Engineering Has Changed: The 5 Concepts You Need in 2026 | Prompt, context, harness, loop, and graph engineering, and how each one was born from the last | 2026-08-27 |
| Is RAG Dead? | What RAG is, the 3 camps calling it dead, and which of them are right | 2026-08-18 |
| Building AI Agents That Actually Work | The 4 mistakes that waste the most time automating with AI | 2026-08-04 |
| Is Learning to Code Still Worth It in 2026? | Why every prediction of coding's death has been wrong | 2026-07-21 |
| I Automate My Entire Company With Codex | The 4-layer system for running a company on AI agents | 2026-07-13 |
| AI Engineering Explained in 17 mins | A complete beginner's roadmap to AI engineering | 2026-07-01 |
| How to Use AI Agents Better Than 99% of People | The 5 components behind every effective AI agent | 2026-06-24 |
Every file has the video link, what the video covers, the resources mentioned, sources for any external claims, and the full transcript. Some videos also have a companion file you can hand to your agent, like the 16 Claude Code tips.
Spotted a mistake? Open an issue and I will correct it here.