Dictionary · Matt Pocock · Beginner to intermediate
You want plain-English definitions for agentic coding concepts such as context windows, tools, MCP, handoffs, skills, subagents, feedback loops, and agent-ready work.
ai coding, agent vocabulary, context engineering, claude skills
Guide / Claude skill · Matt Pocock · Beginner to intermediate
You want Claude to act as a personalized teacher that creates a learning mission, finds resources, generates interactive lessons, quizzes you, and keeps progress records.
claude skills, ai coding, personalized learning, interactive lessons
Guide · Matt Pocock · Intermediate
You want a practical entry point into Matt's everyday agent skills and how they fit into real software work.
claude skills, agentic workflows, ai coding, product planning
Guide / Claude skill · Matt Pocock · Intermediate
You want an agent workflow that implements behavior with a red, green, refactor loop instead of jumping straight to broad code changes.
claude skills, tdd, ai coding, testing
Guide / Claude skill · Matt Pocock · Intermediate
You want to turn messy backlog items and GitHub issues into clearer, agent-ready work.
claude skills, triage, github issues, agentic workflows
Guide / Claude skill · Matt Pocock · Intermediate
You want an AI interview process that uses docs and domain language to clarify a feature before implementation starts.
claude skills, product planning, domain modeling, agentic workflows
Guide / Claude skill · Matt Pocock · Intermediate
You need to preserve useful context across agent sessions without dragging an overloaded conversation forward.
claude skills, handoffs, context engineering, agentic workflows
Guide · Google AI for Developers · Intermediate
You want Google's official setup path for Gemini-driven coding-agent workflows, Gemini Docs MCP, and skills rather than generic prompt advice.
gemini, coding agents, developer tools, mcp, workflow setup
Free course · Hugging Face · Intermediate
You want a focused course on context engineering for code agents, including skills, subagents, hooks, and MCP.
context engineering, coding agents, skills, subagents, mcp
Newsletter · Josh Pigford · Beginner to intermediate
Use this when you want Josh Pigford's material for founder workflows and related AI skills.
Founder workflows, Product ops, Automation
Newsletter · Brian Casel · Beginner to intermediate
Use this when you want Brian Casel's material for founder workflows and related AI skills.
Founder workflows, Systems, Automation
Course · Peter Yang · Intermediate
Use this when you want Peter Yang's material for product strategy and related AI skills.
Product strategy, Writing, AI adoption
Newsletter series · Lenny Rachitsky · Beginner to intermediate
Use this when you want Lenny Rachitsky's material for product and related AI skills.
Product, Growth, Team adoption
Newsletter · Ethan Mollick · Beginner to advanced
Use this when you want Ethan Mollick's material for ai literacy and related AI skills.
AI literacy, Workplace adoption, Strategy
Conference talks · Swyx · Intermediate to advanced
Use this when you want Swyx's material for ai engineering and related AI skills.
AI engineering, Agents, Developer tools
Short courses · Andrew Ng · Beginner to advanced
Use this when you want Andrew Ng's material for prompting and related AI skills.
Prompting, Agents, RAG, ML foundations
Free course · Jeremy Howard · Intermediate
Use this when you want Jeremy Howard's material for deep learning and related AI skills.
Deep learning, PyTorch, Model training
Courses · Rachel Thomas · Beginner to intermediate
Use this when you want Rachel Thomas's material for practical ml and related AI skills.
Practical ML, Ethics, Education
YouTube course · Andrej Karpathy · Intermediate
Use this when you want Andrej Karpathy's material for neural networks and related AI skills.
Neural networks, Backprop, LLM internals
Blog · Simon Willison · Beginner to advanced
Use this when you want Simon Willison's material for llm tools and related AI skills.
LLM tools, Prompting, AI safety, Local models, Model selection
Docs · Jason Liu · Intermediate
Use this when you want Jason Liu's material for structured outputs and related AI skills.
Structured outputs, Extraction, RAG
Guides · Hamel Husain · Intermediate to advanced
Use this when you want Hamel Husain's material for evals and related AI skills.
Evals, RAG, LLM product quality
Course · Shreya Shankar · Intermediate
Use this when you want Shreya Shankar's material for evals and related AI skills.
Evals, LLM reliability, Product quality
Book · Chip Huyen · Intermediate to advanced
Use this when you want Chip Huyen's material for ai engineering and related AI skills.
AI engineering, Systems, Production ML
Free guide · Sander Schulhoff · Beginner to intermediate
Use this when you want Sander Schulhoff's material for prompting and related AI skills.
Prompting, AI literacy, Security
Guide · Elvis Saravia · Beginner to advanced
Use this when you want Elvis Saravia's material for prompting and related AI skills.
Prompting, RAG, Reasoning, Agents
Essays · Eugene Yan · Intermediate to advanced
Use this when you want Eugene Yan's material for applied ml and related AI skills.
Applied ML, Recommenders, LLM systems
Book · Nathan Lambert · Advanced
Use this when you want Nathan Lambert's material for rlhf and related AI skills.
RLHF, Post-training, Alignment
Book · Sebastian Raschka · Intermediate
Use this when you want Sebastian Raschka's material for llm internals and related AI skills.
LLM internals, PyTorch, Model training
Visual essays · Jay Alammar · Beginner to intermediate
Use this when you want Jay Alammar's material for transformers and related AI skills.
Transformers, Embeddings, LLM concepts
Technical essays · Lilian Weng · Advanced
Use this when you want Lilian Weng's material for agents and related AI skills.
Agents, RAG, ML research
Newsletter · Addy Osmani · Beginner to intermediate
Use this when you want Addy Osmani's material for ai coding and related AI skills.
AI coding, Engineering workflows, Frontend
Free tutorials · Matt Pocock · Beginner to advanced
Use this when you want Matt Pocock's material for ai coding and related AI skills.
AI coding, Claude Skills, Agentic workflows, AI SDK, MCP
Podcast · Latent Space · Intermediate to advanced
Use this when you want Latent Space's material for ai engineering and related AI skills.
AI engineering, Industry context, Model ecosystem
Research · Cohere For AI · Advanced
Use this when you want Cohere For AI's material for nlp research and related AI skills.
NLP research, Open models, Multilingual AI
Website · Craig Hewitt · Beginner to intermediate
Use this when you want Craig Hewitt's material for ai leadership and related AI skills.
AI leadership, Founder workflows, Business systems, Automation