►
Craig Hewitt YouTube: 100 Days of AI
Craig Hewitt · ai leadership, founder workflows, business systems, automation
AI directory search
Search across educators, skills, and resources.
Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.
87 matches for "ide"
Video matches
Watch first when you want a fast feel for the topic before opening courses, docs, or profiles.
►
Educators
Ethan Mollick
One Useful Thing · Beginner to advanced
Strong practical judgment on what AI can do in real organizations.
Skills
AI literacy, Workplace adoption, Strategy
Jeremy Howard
fast.ai · Intermediate
One of the best practical routes into training and using real models.
Skills
Deep learning, PyTorch, Model training
Rachel Thomas
fast.ai · Beginner to intermediate
Good practical teaching on making ML more understandable and useful.
Skills
Practical ML, Ethics, Education
Andrej Karpathy
Neural Networks: Zero to Hero · Intermediate
Excellent from-scratch explanations of neural networks and language models.
Skills
Neural networks, Backprop, LLM internals
Simon Willison
Simon Willison on LLMs · Beginner to advanced
Consistently useful notes, demos, model comparisons, and warnings about practical LLM use without product marketing gloss.
Skills
LLM tools, Prompting, AI safety, Local models, Model selection
Hamel Husain
Hamel's AI evals guides · Intermediate to advanced
Very practical material on evaluating LLM apps before they disappoint users.
Skills
Evals, RAG, LLM product quality
Sander Schulhoff
Learn Prompting · Beginner to intermediate
Dense prompt engineering reference with beginner-friendly structure.
Skills
Prompting, AI literacy, Security
Elvis Saravia
DAIR.AI Prompt Engineering Guide · Beginner to advanced
A broad prompt engineering guide with many concrete examples and patterns.
Skills
Prompting, RAG, Reasoning, Agents
Addy Osmani
AI Engineering resources · Beginner to intermediate
Useful for software teams applying AI tools to real engineering work.
Skills
AI coding, Engineering workflows, Frontend
Matt Pocock
AI Hero · Beginner to advanced
Practical developer-focused AI education across LLM fundamentals, AI SDK app development, MCP, Claude Code workflows, agent-ready codebases, evals, TDD, handoffs, and reusable skills such as /teach, /grill-me, /to-prd, /to-issues, /tdd, /triage, and /handoff.
Skills
AI coding, Claude Skills, Agentic workflows, AI SDK, MCP, LLM fundamentals, Personalized learning
Craig Hewitt
Craig Hewitt and 100 Days of AI · Beginner to intermediate
Operator-led AI education for founders who need practical business workflows, team redesign, and AI-native leadership without becoming machine learning engineers.
Skills
AI leadership, Founder workflows, Business systems, Automation
Nate Herk
AI Automation Society · Beginner to intermediate
Large Skool community focused on taking people from watching AI videos to building practical automations and repeatable operating systems.
Skills
AI automation, n8n, Business workflows, AI operating systems
Liam Ottley
AI Automation Agency Hub · Beginner to intermediate
Very large Skool community for learning how to package and sell AI automation services to businesses.
Skills
AI agencies, Client acquisition, Automation offers, Business systems
Jack Roberts
AI Automations by Jack · Beginner to intermediate
Business-first automation teaching for people who want support, templates, and examples while learning to build systems.
Skills
AI automation, Claude Code, Client workflows, AI services
Jason West
ChatGPT Users · Beginner to intermediate
Beginner-friendly Skool community around practical ChatGPT use for business, content, sales, and everyday client work.
Skills
ChatGPT, Business prompts, Decision support, Client workflows
Igor Pogany
The AI Advantage · Beginner to intermediate
Practical, non-technical AI workflow education for people who want repeatable business results rather than tool trivia.
Skills
AI productivity, ChatGPT, Business workflows, Prompting
Tony Robbins
The AI Advantage · Beginner to intermediate
Brings AI education to a broad entrepreneurial audience that may not identify as technical.
Skills
AI productivity, Business growth, Mindset, Prompting
Dean Graziosi
The AI Advantage · Beginner to intermediate
Useful for creators and coaches who want to use AI in content, offers, and day-to-day execution.
Skills
AI productivity, Creator businesses, Offers, Business workflows
Bryan Zimmerman
AI Marketing Insiders · Beginner to intermediate
Skool community for marketers and owners who want AI marketing systems that work beyond generic prompt lists.
Skills
AI marketing, Campaign systems, Content workflows, Customer acquisition
Dr. Tomayia Colvin
The AI Marketing School · Beginner to intermediate
Beginner-friendly Skool community showing small business owners how to use ChatGPT, Canva, and AI for better marketing assets.
Skills
AI marketing, Canva, Flyers, Client attraction
Paul Caruana
AI Automation Mastermind · Beginner to intermediate
A small-business oriented community for learning AI and automation as operational leverage.
Skills
AI automation, Operations, Efficiency, Small business workflows
AI Operators Club
AI Operators Club · Beginner to intermediate
Community for people who want to leverage AI and build practical things that work in operating businesses.
Skills
AI operations, Claude, GoHighLevel, Automation, Business systems
AI Automation Circle
AI Automation Circle · Beginner to intermediate
Structured Skool community built around live feedback and support for people learning to build automations.
Skills
AI automation, Live hotseats, Client systems, Workflow support
AI Coaching Advantage
AI Coaching Advantage · Beginner to intermediate
Focused on helping coaches and creators move beyond prompt tips into AI-assisted client and business operations.
Skills
AI coaching workflows, Client operations, Files, Email drafts, Business organization
Providers and platforms
AI Tinkerers
AI Tinkerers One-Shot · Intermediate
High-signal practitioner talks and demos that show what builders are actually trying, where agent systems break, and how workflows get stitched together in the real world.
Topics
Agents, Browser automation, AI engineering, Applied demos, Community learning
Anthropic
Anthropic Academy and Claude docs · Beginner to advanced
Official material for learning Anthropic's current Claude family, model tradeoffs, Claude Code, MCP, computer use, practical prompt workflows, and team model-governance workflows without relying on third-party summaries.
Topics
Claude models, Claude Code, MCP, Computer use, AI fluency, Frontier model selection, Model governance, Release notes
A fast, practical way to build vocabulary and intuition before going deeper into LLMs or AI engineering.
Topics
ML foundations, Classification, Embeddings, Neural networks
Weights & Biases
W&B Courses · Intermediate
Good for builders who need to measure, debug, and improve LLM apps rather than just demo them.
Topics
LLM apps, Evals, Experiment tracking, MLOps
OpenAI
OpenAI docs, Academy, and Cookbook · Beginner to advanced
Official model and implementation material for learning GPT-6 Astra and cost-sensitive GPT-5.6 choices, Codex workflows, subagents, memories, agent evals, MCP and connector patterns, retrieval, background jobs, prompt engineering, production best practices, model optimization, structured outputs, and OpenAI's Academy learning path.
Topics
GPT-6 Astra, GPT models, Reasoning models, Model selection, Agents, Subagents, RAG, Structured outputs, MCP, Evals, Memories
Microsoft
AI Agents for Beginners · Beginner to intermediate
A structured lesson path for understanding when to use agents and how to build simple agentic systems.
Topics
Agents, Multi-agent workflows, Tool use
3Blue1Brown
Neural Networks series · Beginner to intermediate
High-quality visual intuition for neural networks and transformers before or alongside coding-heavy courses.
Topics
Neural networks, Transformers, Mathematical intuition
Pinecone
Pinecone Learn · Beginner to advanced
Useful for understanding vector search, embeddings, chunking, retrieval, and RAG system design.
Topics
Vector databases, RAG, Embeddings, Search
Vellum
Vellum Guides · Beginner to intermediate
Useful for product and ops teams that need practical LLM product concepts without getting lost in research.
Topics
Prompt management, Evals, Workflow design
Humanloop
Humanloop Blog and Docs · Intermediate
Useful for teams building repeatable AI product processes around prompts, datasets, and evaluations.
Topics
Prompt management, Evals, LLM workflows
MIT 6.S191
MIT Introduction to Deep Learning · Beginner to intermediate
Compact university-level deep learning coverage with updated lectures and hands-on labs.
Topics
Deep learning, Neural networks, Generative AI, Model training
Stanford CS224N
Natural Language Processing with Deep Learning · Intermediate to advanced
A deep route into the NLP concepts behind embeddings, attention, and modern language models.
Topics
NLP, Transformers, Embeddings, Language models
Codecademy
Codecademy AI courses · Beginner
Good for beginners who want guided coding exercises while learning AI concepts.
Topics
AI foundations, Python, Prompting, LLM apps
Coursera AI
Coursera AI courses · Beginner to advanced
Broad catalog for comparing university, company, and practitioner-led AI programs.
Topics
AI foundations, Machine learning, Generative AI, Business AI
Khan Academy
AI for Education · Beginner
Useful for seeing AI applied to teaching, tutoring, and student support.
Topics
AI literacy, Education, Tutoring workflows
Zapier
Zapier AI automation guides · Beginner to intermediate
Practical no-code automation examples for people wiring AI into daily operations.
Topics
Automation, AI workflows, No-code tools
Make
Make AI automation · Beginner to intermediate
Useful for business teams connecting AI tools without building custom software.
Topics
Automation, No-code AI, Workflow design
Runway
Runway Academy · Beginner to intermediate
Practical education for people learning generative video and AI creative workflows.
Topics
Generative video, Creative AI, AI media workflows
Neo4j
Neo4j GraphRAG learning · Intermediate
Useful when plain vector retrieval does not capture relationships in your data.
Topics
GraphRAG, Knowledge graphs, RAG, Retrieval
OpenRouter
OpenRouter docs · Beginner to intermediate
Useful for learning model comparison, latest-family aliases, routing, fallback behavior, agent construction, project-specific evals, and API-compatible experimentation across proprietary and open model families.
Topics
Model routing, Model comparison, Auto Router, Agent SDK, Coding-agent harnesses, GPT models, Claude models, Gemini, Llama, Mistral, DeepSeek, Qwen, API examples, Evaluation
Google AI for Developers
Gemini API model docs · Beginner to advanced
Official Gemini material for learning Gemini 3.8 Flash and the current stable, preview, latest, and experimental model lineup, plus the now-GA Interactions API, Lyria music generation, prompt design, function calling, background execution, Deep Research, Computer Use, Hooks, Live API, File Search, coding-agent setup, multimodal tradeoffs, and AI Studio workflows.
Topics
Gemini 3.8 Flash, Gemini models, Multimodal AI, Long context, Model selection, AI Studio, Interactions API, Background execution, Deep Research, Computer Use, Hooks, Live API, Coding agents, Music generation, File Search, API examples
Mistral AI
Mistral models docs · Beginner to advanced
Official material for comparing current Mistral families such as Devstral, Magistral, Voxtral, OCR, and newer Small and Medium models across coding, reasoning, and multimodal use cases.
Topics
Mistral models, Open models, Model selection, Agents, Coding, Reasoning, Multimodal AI
Cohere
Cohere model docs · Beginner to advanced
Official material for learning Cohere chat, embedding, rerank, and LLM University material, especially for grounded enterprise retrieval workflows.
Topics
Command models, RAG, Embeddings, Reranking, Enterprise AI, Model selection, Course material
Official Qwen material for learning the Qwen3 family, multilingual and multimodal capabilities, local deployment paths, and function-calling behavior.
Topics
Qwen, Open models, Multilingual AI, Coding agents, Multimodal AI, Model selection
Agent tools and skill directories
AI worker platform
Mission Control AI
Mission Control AI · Preconfigured AI workers
Use this when you want role-specific AI workers with SOPs, integrations, and governance policies already built in.
Start
Map one operational process, identify data and approval boundaries, and evaluate whether a prebuilt worker fits before building custom agents.
AI coworker
Viktor
Viktor · Slack and Teams AI employee
Use this when the adoption surface should be chat-native and team-facing rather than a separate automation builder.
Start
Pick one team workflow, define who approves outputs, and measure whether Viktor saves time without creating review burden.
Resources
►
Craig Hewitt YouTube: 100 Days of AI
YouTube channel · Craig Hewitt · Beginner to intermediate
You want practical AI implementation videos from a founder using AI inside a real SaaS business.
ai leadership, founder workflows, business systems, automation
►
Neural Networks: Zero to Hero
Video course · Andrej Karpathy · Intermediate
You want to understand neural networks and language models from code.
model internals, neural networks, coding
The Illustrated Transformer
Visual guide · Jay Alammar · Beginner to intermediate
Transformer architecture still feels fuzzy.
transformers, visual, foundations
Learn Prompting
Guide · Sander Schulhoff · Beginner to intermediate
You need a broad prompt engineering reference.
prompting, safety, education
Prompt Engineering Guide
Guide · DAIR.AI · Beginner to advanced
You want examples of prompting techniques and patterns.
prompting, rag, reasoning, agents
The AI Engineer Roadmap
Free tutorial · Matt Pocock · Beginner to intermediate
You want a guided path through core AI concepts, model selection, the AI engineering mindset, evals, and techniques for improving LLM-powered apps.
ai engineering, model selection, evals, llm apps
Learn Anything With My /teach Skill
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
5 Agent Skills I Use Every Day
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
A Complete Guide To AGENTS.md
Guide · Matt Pocock · Intermediate
You want to write project instructions that help coding agents understand commands, conventions, architecture, and working boundaries.
agents.md, context engineering, ai coding, agentic workflows
How To Make Codebases AI Agents Love
Guide · Matt Pocock · Intermediate
You want to improve a codebase so AI agents can navigate it, run checks, make smaller changes, and recover from mistakes more reliably.
ai coding, agentic workflows, codebase architecture, developer tools
Essential AI Coding Feedback Loops For TypeScript Projects
Guide · Matt Pocock · Intermediate
You want TypeScript checks, tests, linters, and review loops that help agents produce better code and catch regressions quickly.
ai coding, typescript, testing, feedback loops
My Skill Makes Claude Code GREAT At TDD
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
triage: Turn Backlog Mess Into Agent-Ready Work
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
grill-with-docs: Align Before You Build
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
handoff: Move Context Between Agent Sessions
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
LLM Evals
Guide · Hamel Husain · Intermediate
Your AI app needs quality checks before users see it.
evals, quality, llm apps
The Anatomy of Harness Engineering
Coding agent evaluation guide · Google Developers Blog · Intermediate to advanced
You want Google's September 9, 2026 guide to evaluating coding agents with small behavioral checks, outcome-based assertions, and batch runs that catch regressions without treating a single benchmark score as the whole story.
coding agents, evals, behavioral evaluations, regression testing, harness engineering
Introducing the Agents API
Managed agent API launch and guide · OpenAI · Intermediate to advanced
You want OpenAI's September 10, 2026 launch guide for building long-running cloud agents with the managed Codex harness, context compaction, tool search, multi-agent delegation, and your choice of hosted or self-managed sandbox.
openai, agents, codex, context compaction, multi-agent
OpenAI Data agent in ChatGPT Work
Data agent product guide · OpenAI · Intermediate
You want OpenAI's September 10, 2026 overview of the Data agent in ChatGPT Work, which connects company data, investigates changes, and produces interactive dashboards through a conversational workflow.
openai, data agents, analytics, enterprise, agent workflows
An alignment assessment of recent cybersecurity incidents
AI safety incident assessment · Anthropic · Advanced
You want Anthropic's September 9, 2026 assessment of four incidents in which Claude models gained unauthorized access to real third-party systems during cybersecurity evaluations, including the model behaviors and evaluation-design failures involved.
anthropic, ai safety, cybersecurity, agent evaluation, alignment
The AI policy window is open. We need to act.
Frontier AI safety policy guide · OpenAI · Advanced
You want OpenAI's September 9, 2026 policy proposal on frontier AI standards, independent assessments, incident reporting, and preserving human control as capabilities advance.
openai, ai safety, frontier models, evaluations, governance
Enterprise Frontier Safeguards
Agent security architecture guide · Anthropic · Advanced
You want Anthropic's September 1, 2026 architecture for combining customer-controlled data storage with automated misuse monitoring for sensitive frontier-model workloads.
anthropic, ai safety, enterprise, privacy, agent security
Claude Fable 5.1 and Claude Mythos 5.1
Model launch and safety guide · Anthropic · Advanced
You want Anthropic's September 1, 2026 model announcement covering Fable 5.1 for general availability and Mythos 5.1 for trusted-access research use.
anthropic, claude, frontier models, coding agents, ai safety
Gemini 3.8 Flash launch
Model launch and selection guide · Google AI · Intermediate
You want Google's September 2, 2026 launch details for Gemini 3.8 Flash and Flash Cyber, including their positioning for agentic workflows and cybersecurity.
google, gemini, frontier models, agentic workflows, cybersecurity
How Meta built safety into Muse
Agent security architecture guide · Meta AI · Intermediate to advanced
You want Meta's September 8, 2026 technical account of defense-in-depth for a long-running personal agent, including isolated runtime cells, credential surrogates, a separate permission authority, tainted-egress tracking, scoped approvals, browser controls, red teaming, and prompt-injection evals.
meta, muse, agent security, prompt injection, least privilege
Muse Spark 1.3
Model launch and selection guide · Meta AI · Intermediate
You are comparing frontier models for long-horizon coding or knowledge work and need Meta's September 2, 2026 release notes on Muse Spark 1.3's tool use, instruction following, user steering, multitasking, model self-awareness, and availability through Muse Code and Meta Model API.
meta, muse spark 1.3, frontier models, coding agents, long-horizon agents
How GitHub makes AI coding more cost efficient
Coding agent evaluation guide · GitHub · Intermediate to advanced
You want GitHub's September 2, 2026 evidence for measuring coding-agent efficiency across the whole task, including selective output compression, preserving useful context, benchmark regressions, and controlled production experiments.
github copilot, coding agents, context engineering, evals, cost optimization
Research acceleration: The view inside OpenAI
Research report · OpenAI · Intermediate
You want OpenAI's September 6, 2026 evidence and measurement framework for how coding agents are changing research workflows, including task delegation, parallel agent use, capability tracking, and the limits of interpreting productivity signals.
openai, codex, research agents, automated research, agent adoption
Anthropic ant apply
Agent infrastructure guide · Anthropic · Intermediate to advanced
You want Anthropic's September 3, 2026 workflow for declaring agents, environments, skills, memory stores, and scheduled deployments in a repository, previewing changes, and applying them reproducibly in CI.
anthropic, ant cli, managed agents, infrastructure as code, skills
Designing the hf CLI for agents
Agent tooling and evaluation guide · Hugging Face · Intermediate
You want a measured guide to agent-friendly CLI design, including structured output, retry-safe commands, independent grading, and benchmarks showing where higher-level tools reduce calls and token use.
hugging face, coding agents, hf cli, evals, codex
Give Your Coding Agents a Memory You Own
Open-source guide and repo · Hugging Face · Intermediate
You want a September 3, 2026 walkthrough of funes, an open-source local memory layer that indexes agent traces, preserves provenance, and lets Claude Code, Codex, pi, and Hermes recall decisions across sessions and machines.
hugging face, coding agents, agent memory, codex, claude code
OpenAI mid-turn steering
API guide · OpenAI · Intermediate to advanced
You are building a GPT-6 Astra workflow where users need to add requirements or redirect a running response over the Responses API without waiting for the current turn to finish.
openai, gpt-6 astra, responses api, mid-turn steering, websocket
OpenAI Codex Record & Replay
Workflow guide · OpenAI · Beginner to intermediate
You want to demonstrate a stable workflow once on macOS and have ChatGPT or Codex turn it into a reusable skill for computer use, browser actions, plugins, and repeated operational work.
openai, codex, record and replay, skills, computer use
OpenAI Codex hooks
Coding agent guide · OpenAI · Intermediate to advanced
You need lifecycle hooks that run scripts or MCP tools around Codex sessions, prompts, tool calls, compaction, subagents, permissions, validation, logging, or persistent-memory workflows.
openai, codex, hooks, mcp, automation
OpenAI Site tools with WebMCP
Web agent guide · OpenAI · Intermediate
You want a website to expose predefined actions directly to ChatGPT Work or Codex in the built-in browser, using the same live page and signed-in session as the user.
openai, webmcp, site tools, browser agents, codex
Qwen Code September 3 weekly update
Coding agent release notes · Qwen · Beginner to advanced
You want Qwen's September 3, 2026 practical guide to its latest coding-agent workflows, including learning-oriented output styles, scheduled tasks, a browser terminal, safer workspace writes, skills, MCP stability, and current vision-model support.
qwen code, coding agents, output styles, scheduled tasks, web shell