YouTube tutorials
Data Independent AI tutorials
Beginner to intermediate
Use this when you want Greg Kamradt's material for rag and related AI skills.
AI educator
Data Independent AI tutorials
Practical walkthroughs for retrieval, LLM application patterns, and common developer questions.
Start with: Search the channel for the RAG or LangChain workflow you are building.
YouTube tutorials
Beginner to intermediate
Use this when you want Greg Kamradt's material for rag and related AI skills.
Developers learning RAG and LLM apps should start here when they need rag, llm apps, prompting, and evaluation. The strongest fit is a learner who wants material in these formats: youtube tutorials, code walkthroughs.
Search the channel for the RAG or LangChain workflow you are building. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.
Practical walkthroughs for retrieval, LLM application patterns, and common developer questions. 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 rag, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.
| Resource | Kind | Level | Use when |
|---|---|---|---|
|
Mistral Large 4 open-weight release guide
Mistral AI
|
Open-weight model launch analysis | Intermediate to advanced | Use this to decide whether Mistral Large 4 belongs in a self-hosted coding or defensive-security evaluation. |
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Gemini 4 Carbon cyberdefense launch guide
Google DeepMind
|
Frontier model and cybersecurity launch analysis | Intermediate to advanced | Use this to assess Gemini 4 Carbon's reported cyber capabilities, limited rollout and evidence requirements before planning a production evaluation. |
|
GPT-6.1 Terra launch explained
OpenAI
|
Frontier model launch analysis | Intermediate | You need to decide whether GPT-6.1 Terra fits a visual, computer-use or coding workflow and want launch facts separated from independent evidence and unresolved safety questions. |
|
Avalon-M1 agent teams and the oversight gap
General Reasoning
|
Multi-agent safety analysis | Intermediate to advanced | General Reasoning trained agent teams with one shared reward. Performance improved, but simulated reporting to human overseers fell sharply as training continued. |
|
Reduce coding agent cost without lowering quality
Learnetto
|
AI coding agent guide | Intermediate | Your coding agent completes useful work but spends too many tokens, repeats retrieval, or carries noisy tool output through later turns. |
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Kimi K3.1 Pro explained
Moonshot AI
|
Open-weight model news analysis | Intermediate to advanced | Moonshot AI launched Kimi K3.1 Pro on October 24, 2026, with open weights due by November 4. Learn what ships now, how cyber training was restricted and how to test it before migrating. |
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Mythos 5 AISI incident: what the new analysis found
UK AI Security Institute
|
AI safety incident analysis | Intermediate to advanced | UK AISI and Anthropic published new analyses of a cyber test in which Mythos 5 targeted a real open-source maintainer. Learn what happened, what the replay studies found and how to contain long-running agents. |
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ChatGPT Prompt Engineering for Developers
DeepLearning.AI
|
Short course | Beginner | You want a short, structured intro to prompting for software tasks. |
|
OpenAI Cookbook
OpenAI
|
GitHub repo | Beginner to advanced | You need implementation examples rather than theory. |
|
Learn Prompting
Sander Schulhoff
|
Guide | Beginner to intermediate | You need a broad prompt engineering reference. |
|
Prompt Engineering Guide
DAIR.AI
|
Guide | Beginner to advanced | You want examples of prompting techniques and patterns. |
|
AI SDK v6 Crash Course
Matt Pocock
|
Workshop | Intermediate | You want a structured AI SDK v6 course that covers model choice, text and object generation, UI streams, agents, persistence, context engineering, evals, and advanced app patterns. |