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Craig Hewitt YouTube: 100 Days of AI
You want practical AI implementation videos from a founder using AI inside a real SaaS business.
AI resource library
A working list of resources that are worth opening because they teach a concrete AI skill, implementation pattern, or mental model, with extra weight on official provider docs, model catalogs, and current agent workflows.
Refreshed on August 9, 2026 using official provider docs, model catalogs, and selected educator material that still teaches durable skills.
480 resources.
A few video starts for people who learn well from walkthroughs before diving into docs and repos.
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You want practical AI implementation videos from a founder using AI inside a real SaaS business.
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You want to understand neural networks and language models from code.
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You can code and want a practical route into training models.
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You want a short, structured intro to prompting for software tasks.
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You need the official comparison of the current Claude 5 family, context windows, aliases, and release families before choosing cost, speed, and reliability tradeoffs.
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You want a hands-on agent course that uses open-source tools.
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You are building with Claude and want official prompting guidance.
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You need practical ML vocabulary before deeper AI engineering.
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You want to build multi-step agent workflows with state.
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You need to connect LLMs to documents, data, and retrieval.
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You need to debug and measure LLM app quality.
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You need small exercises for ML basics.
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You want a plain-language explanation of neural-network basics.
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You need visual intuition for neural networks.
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You want to learn deep learning by writing PyTorch code.
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You need to understand the moving parts of RAG.
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You want structured vector database and retrieval lessons.
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You need to trace, inspect, and evaluate LLM app behavior.
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You need production LLM tracing, scoring, and prompt operations.
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You need regression tests for prompts, models, and LLM outputs.
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You need production ML habits that transfer to AI systems.
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You want a structured free path into ML engineering.
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You are shipping AI features and need a serious evaluation workflow.
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You want practitioner talks from builders working on the current AI stack.
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You want AI product examples from PMs and founders.
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You want long-form interviews with AI builders and researchers.
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You want a grounded tour of current LLM tooling, model tradeoffs, and the practical ecosystem.
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You want the whole lifecycle of ML and AI product development.
| Resource | Kind | Owner | Level | Tags | Use when |
|---|---|---|---|---|---|
| Craig Hewitt YouTube: 100 Days of AI | YouTube channel | Craig Hewitt | Beginner to intermediate | ai leadership, founder workflows, business systems, automation | You want practical AI implementation videos from a founder using AI inside a real SaaS business. |
| Neural Networks: Zero to Hero | Video course | Andrej Karpathy | Intermediate | model internals, neural networks, coding | You want to understand neural networks and language models from code. |
| Practical Deep Learning for Coders | Free course | fast.ai | Intermediate | deep learning, pytorch, training | You can code and want a practical route into training models. |
| ChatGPT Prompt Engineering for Developers | Short course | DeepLearning.AI | Beginner | prompting, developers, api | You want a short, structured intro to prompting for software tasks. |
| OpenAI Cookbook | GitHub repo | OpenAI | Beginner to advanced | api, examples, rag, agents | You need implementation examples rather than theory. |
| Microsoft AI Agents for Beginners | GitHub repo | Microsoft | Beginner to intermediate | agents, workshops, beginner | You want a structured agent learning path with code. |
| Build a Large Language Model From Scratch | GitHub repo / book | Sebastian Raschka | Intermediate | llm internals, pytorch, training | You want to build an LLM step by step. |
| The Illustrated Transformer | Visual guide | Jay Alammar | Beginner to intermediate | transformers, visual, foundations | Transformer architecture still feels fuzzy. |
| Learn Prompting | Guide | Sander Schulhoff | Beginner to intermediate | prompting, safety, education | You need a broad prompt engineering reference. |
| Prompt Engineering Guide | Guide | DAIR.AI | Beginner to advanced | prompting, rag, reasoning, agents | You want examples of prompting techniques and patterns. |
| AI Skills for Real Engineers | Skills catalog | Matt Pocock | Intermediate | claude skills, ai coding, agentic workflows, tdd, product planning | You want a reusable skill system for agentic coding, including /grill-me, /grill-with-docs, /to-prd, /to-issues, /tdd, /triage, /handoff, /prototype, and review workflows. |
| AI SDK v6 Crash Course | Workshop | Matt Pocock | Intermediate | ai sdk, llm apps, agents, streaming, evals | 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. |
| LLM Fundamentals | Free tutorial | Matt Pocock | Beginner | llm fundamentals, tokens, context windows, tools, agents | You need clear mental models for system prompts, tokens, context windows, tools, and agents before building or using AI systems seriously. |
| The AI Engineer Roadmap | Free tutorial | Matt Pocock | Beginner to intermediate | ai engineering, model selection, evals, llm apps | You want a guided path through core AI concepts, model selection, the AI engineering mindset, evals, and techniques for improving LLM-powered apps. |
| Vercel AI SDK Tutorial | Free tutorial | Matt Pocock | Beginner to intermediate | ai sdk, typescript, streaming, structured outputs, tool calling, agents | You want to build TypeScript LLM apps with Vercel's AI SDK, including streaming, structured outputs, model switching, embeddings, tool calls, and agents. |
| Model Context Protocol Tutorial | Free tutorial | Matt Pocock | Intermediate | mcp, typescript, claude code, tool calling, agents | You want to understand MCP and build TypeScript MCP servers over stdio or HTTP, connect Claude Code to tools, use MCP prompts, and package servers for distribution. |
| AI Coding Dictionary | Dictionary | Matt Pocock | Beginner to intermediate | ai coding, agent vocabulary, context engineering, claude skills | You want plain-English definitions for agentic coding concepts such as context windows, tools, MCP, handoffs, skills, subagents, feedback loops, and agent-ready work. |
| Learn Anything With My /teach Skill | Guide / Claude skill | Matt Pocock | Beginner to intermediate | claude skills, ai coding, personalized learning, interactive lessons | 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. |
| 5 Agent Skills I Use Every Day | Guide | Matt Pocock | Intermediate | claude skills, agentic workflows, ai coding, product planning | You want a practical entry point into Matt's everyday agent skills and how they fit into real software work. |
| A Complete Guide To AGENTS.md | Guide | Matt Pocock | Intermediate | agents.md, context engineering, ai coding, agentic workflows | You want to write project instructions that help coding agents understand commands, conventions, architecture, and working boundaries. |
| How To Make Codebases AI Agents Love | Guide | Matt Pocock | Intermediate | ai coding, agentic workflows, codebase architecture, developer tools | You want to improve a codebase so AI agents can navigate it, run checks, make smaller changes, and recover from mistakes more reliably. |
| Essential AI Coding Feedback Loops For TypeScript Projects | Guide | Matt Pocock | Intermediate | ai coding, typescript, testing, feedback loops | You want TypeScript checks, tests, linters, and review loops that help agents produce better code and catch regressions quickly. |
| Real-world feature build with Claude Code: every step explained | Walkthrough | Matt Pocock | Intermediate | claude code, ai coding, agentic workflows, feature development | You want to see a real feature built with Claude Code from context gathering through implementation, verification, and iteration. |
| My Skill Makes Claude Code GREAT At TDD | Guide / Claude skill | Matt Pocock | Intermediate | claude skills, tdd, ai coding, testing | You want an agent workflow that implements behavior with a red, green, refactor loop instead of jumping straight to broad code changes. |
| triage: Turn Backlog Mess Into Agent-Ready Work | Guide / Claude skill | Matt Pocock | Intermediate | claude skills, triage, github issues, agentic workflows | You want to turn messy backlog items and GitHub issues into clearer, agent-ready work. |
| grill-with-docs: Align Before You Build | Guide / Claude skill | Matt Pocock | Intermediate | claude skills, product planning, domain modeling, agentic workflows | You want an AI interview process that uses docs and domain language to clarify a feature before implementation starts. |
| handoff: Move Context Between Agent Sessions | Guide / Claude skill | Matt Pocock | Intermediate | claude skills, handoffs, context engineering, agentic workflows | You need to preserve useful context across agent sessions without dragging an overloaded conversation forward. |
| AI Engineering | Book | Chip Huyen | Intermediate to advanced | ai engineering, production, systems | You are moving from demos to production systems. |
| LLM Evals | Guide | Hamel Husain | Intermediate | evals, quality, llm apps | Your AI app needs quality checks before users see it. |
| RLHF Book | Book | Nathan Lambert | Advanced | rlhf, alignment, post-training | You want to understand post-training and preference optimization. |
| AI Agents in LangGraph | Short course | DeepLearning.AI | Intermediate | agents, langgraph, tool use, agentic workflows, ai engineering | You want a focused course on building stateful AI agents and agent workflows with LangGraph. |
| Multi AI Agent Systems with crewAI | Short course | DeepLearning.AI | Beginner to intermediate | agents, multi-agent workflows, crewai, automation | You want a practical introduction to role-based multi-agent systems and task orchestration. |
| MCP: Build Rich-Context AI Apps with Anthropic | Short course | DeepLearning.AI | Intermediate | mcp, anthropic, tool use, context engineering, agents | You want a hands-on MCP course for connecting tools, context, and Claude-powered apps. |
| Hugging Face MCP Course | Free course | Hugging Face | Beginner to intermediate | mcp, model context protocol, agents, tools, integrations | You want a free structured MCP path with concepts, assignments, SDKs, and a certificate route. |
| Evaluating AI Agents | Short course | DeepLearning.AI | Intermediate | agent evals, evals, agents, reliability, tracing | You need to test, trace, and improve agent workflows instead of judging only single LLM responses. |
| Building Coding Agents with Tool Execution | Short course | DeepLearning.AI | Intermediate | coding agents, tool execution, developer tools, agents, ai coding | You want to understand how coding agents use tools, inspect code, run commands, and iterate on software tasks. |
| Claude Code: A Highly Agentic Coding Assistant | Short course | DeepLearning.AI | Beginner to intermediate | claude code, coding agents, developer tools, ai coding, anthropic | You want a structured Claude Code course before using it on a serious codebase. |
| Building and Evaluating Advanced RAG Applications | Short course | DeepLearning.AI | Intermediate | rag, evals, retrieval, llm apps, ai engineering | You already know basic RAG and need better retrieval, evaluation, and production-quality patterns. |
| LangChain for LLM Application Development | Short course | DeepLearning.AI | Beginner to intermediate | llm apps, langchain, agents, rag, ai engineering | You want a fast introduction to building LLM applications with chains, retrieval, and tools. |
| Generative AI for Everyone | Course | DeepLearning.AI | Beginner | ai leadership, ai strategy, business ai, ai adoption | You want a non-technical foundation for deciding where generative AI fits in a team or business. |
| AI Product Management Specialization | Specialization | Duke University | Beginner to intermediate | ai product, product management, ai strategy, product quality | You want a structured product-management route for scoping, evaluating, and shipping AI products. |
| Perplexity Deep Research and Search API docs | API docs | Perplexity | Intermediate | ai search, deep research, grounded answers, sonar, research workflows | You want to compare search, Sonar, Agent API, and cited research workflows from the primary source. |
| Perplexity Deep Research Workflows | Cookbook | Perplexity | Intermediate | deep research, agent api, async workflows, research workflows, grounded answers | You want a current, implementation-focused Perplexity walkthrough for long-running deep-research jobs, async handling, and batch-style research flows. |
| OpenAI background mode | Guide | OpenAI | Intermediate | openai, background mode, long-running jobs, agents, automation, async workflows | You need the current OpenAI path for long-running jobs, asynchronous tool workflows, or agent tasks that should continue outside a foreground request. |
| OpenAI Fast mode | Guide | OpenAI | Intermediate | openai, fast mode, latency, gpt-5.6, interactive workflows, cost optimization | You need the current OpenAI guidance for trading higher spend for lower latency in interactive or tool-heavy workflows instead of assuming standard processing is the only mode. |
| OpenAI Batch API guide | Guide | OpenAI | Intermediate | openai, batch api, async workflows, cost optimization, offline processing | You want the official OpenAI pattern for queueing large asynchronous jobs such as eval runs, backfills, classification batches, or dataset generation. |
| Migrate to the Responses API | Migration guide | OpenAI | Intermediate | openai, responses api, migration, agents, tool use, new projects | You are starting a new OpenAI integration or upgrading an older chat-completions flow and want the current API surface with built-in agent primitives. |
| OpenAI conversation state | Guide | OpenAI | Intermediate | openai, conversation state, responses api, reasoning, agents, context management | You need the official OpenAI pattern for preserving conversation state, reasoning items, and multi-turn context across longer-lived agent workflows. |
| OpenAI Flex processing guide | Guide | OpenAI | Intermediate | openai, flex processing, cost optimization, latency tradeoffs, batch workloads | You need the current OpenAI guidance for trading latency for lower cost on non-urgent workloads instead of pushing everything through the default realtime path. |
| OpenAI Prompt caching guide | Guide | OpenAI | Intermediate | openai, prompt caching, latency, cost, long context, optimization | You are sending repeated long context and need the official OpenAI guidance for lowering cost and latency with cache-friendly prompt structure. |
| OpenAI production best practices | Guide | OpenAI | Intermediate | openai, production, reliability, latency, cost, safety | You are moving from experiments to production and need the official OpenAI guidance on latency, retries, rate limits, safety, monitoring, and operational rollout. |
| OpenAI eval design guide | Guide | OpenAI | Intermediate | openai, evals, quality, datasets, regression testing, reliability | You need practical guidance for designing representative eval datasets, choosing graders, and turning model testing into an engineering loop instead of ad hoc spot checks, especially while OpenAI's older Evals platform is winding down toward read-only status on October 31, 2026. |
| OpenAI evals quickstart and datasets | Guide | OpenAI | Intermediate | openai, datasets, evals, fine-tuning, quality, data pipelines | You want OpenAI's current quickstart for turning examples into dataset-backed evals and improvement loops instead of relying on a deprecated docs path. |
| OpenAI external models | Guide | OpenAI | Intermediate | openai, external models, model routing, open models, model selection | You want to learn how OpenAI handles access to non-OpenAI model families before designing a mixed-provider or routed workflow. |
| OpenAI model guide | Model docs | OpenAI | Beginner to advanced | openai, gpt, gpt-5, reasoning models, model selection, frontier models, coding, agents | You need to choose between current GPT-5.6 variants, smaller GPT-5.4 variants, reasoning levels, tool support, and cost-sensitive API paths, including the current default starting points of GPT-5.6 Sol, Terra, and Luna. |
| OpenAI model selection | Guide | OpenAI | Intermediate | openai, model selection, gpt-5.6, latency, cost, accuracy | You want OpenAI's official framework for balancing accuracy, latency, and cost instead of choosing a model family by brand familiarity alone. |
| OpenAI API changelog | Release notes | OpenAI | Intermediate | openai, release notes, gpt-5.6, pricing, migrations, fast mode | You want the official running log of OpenAI API launches, pricing shifts, renamed features, and model changes before updating a workflow or teaching page. |
| OpenAI deprecations | Migration guide | OpenAI | Intermediate | openai, deprecations, migrations, model selection, release notes, production | You need OpenAI's current retirement schedule and recommended replacements before pinning model IDs in evals, coding agents, or user-facing features. |
| Assistants migration guide | Migration guide | OpenAI | Intermediate | openai, assistants api, responses api, migration, agents, deprecations | You still have Assistants API code or course material and need the exact OpenAI migration path before the Assistants API shutdown on August 26, 2026. |
| OpenAI Academy | Official learning hub | OpenAI | Beginner to advanced | openai, academy, courses, developers, business, ai literacy | You want OpenAI's public course hub and guided learning material rather than piecing together model docs, blog posts, and third-party tutorials. |
| OpenAI all models | Model catalog | OpenAI | Beginner to advanced | openai, model catalog, gpt, codex, reasoning models, deprecations, model selection | You want the current full OpenAI model catalog, including older and deprecated entries, before wiring exact model IDs into evals, tooling, or migrations. |
| OpenAI MCP and connectors | Guide | OpenAI | Intermediate | openai, mcp, connectors, agents, tool use, coding agents | You need the official OpenAI path for wiring MCP servers and connectors into agent workflows instead of inventing your own tool contract. |
| OpenAI Skills | Guide | OpenAI | Intermediate | openai, skills, agent skills, workflows, coding agents, context engineering | You want the official OpenAI guide for packaging reusable skills with SKILL.md manifests instead of copying long instructions into every agent session. |
| OpenAI Subagents | Guide | OpenAI | Intermediate to advanced | openai, codex, subagents, parallel workflows, coding agents, context engineering | You want the official OpenAI guidance for splitting larger coding or review work across narrow custom agents without polluting the main task context. |
| OpenAI Codex memories | Guide | OpenAI | Intermediate | openai, codex, memories, project context, agents.md, workflows | You want the current OpenAI explanation of what Codex memories should store, what belongs in AGENTS.md instead, and how to keep durable context from drifting. |
| OpenAI Codex Prompting Guide | Guide | OpenAI | Intermediate to advanced | codex, prompting, coding agents, responses api, agentic software engineering | You want the newest OpenAI guidance for prompting Codex-style coding workflows, especially when using newer Codex models with preambles and execution phases. |
| Codex config reference | Reference | OpenAI | Intermediate | codex, config, requirements.toml, config.toml, coding agents | You need the current OpenAI reference for Codex configuration files before standardizing repo settings, approvals, models, or execution behavior. |
| Codex changelog | Release notes | OpenAI | Beginner to advanced | openai, codex, release notes, subagents, skills, mcp, developer tools | You need the current Codex feature timeline before teaching a workflow that depends on new app, CLI, subagent, skill, or MCP behavior. |
| OpenAI Secure MCP Tunnel | Guide | OpenAI | Intermediate to advanced | openai, mcp, secure tunnel, private tools, agents, enterprise | You need to expose a private MCP server to OpenAI products without opening inbound firewall ports or publishing the server on the public internet. |
| Using GPT-5.6 | Guide | OpenAI | Intermediate | openai, gpt-5.6, coding, reasoning, tool use, agents | You need the current OpenAI guidance for migrating to GPT-5.6, Sol or Terra tradeoffs, prompt shape changes, and tool-heavy workflow behavior. |
| Prompting guidance for GPT-5.6 | Guide | OpenAI | Intermediate | openai, gpt-5.6, prompting, reasoning, tool use | You want the official prompting adjustments for GPT-5.6 instead of reusing older GPT habits unchanged. |
| OpenAI prompt engineering | Guide | OpenAI | Intermediate | openai, prompt engineering, structured outputs, reasoning, tool use, workflows | You want the broader official OpenAI prompting reference for task framing, examples, structure, and model-specific workflow design. |
| OpenAI reasoning model guide | Guide | OpenAI | Intermediate | openai, gpt, reasoning models, agents, coding, multi-step tasks, frontier models | You need to understand when internal reasoning is useful for coding, scientific work, agents, and harder multi-step tasks. |
| OpenAI deep research guide | Guide | OpenAI | Intermediate to advanced | openai, deep research, web search, mcp, research workflows, grounded answers | You want the official OpenAI path for long-running research tasks that combine reasoning, web search, remote MCP servers, and detailed cited reports. |
| OpenAI tools guide | Guide | OpenAI | Intermediate | openai, tools, agent workflows, file search, web search, computer use, coding | You need the official overview of built-in tools before deciding between plain model calls, retrieval, web search, or computer-use workflows. |
| OpenAI Agents SDK models and providers | Guide | OpenAI | Intermediate | openai, agents sdk, models and providers, model selection, multi-provider, orchestration | You are wiring agents across OpenAI and external providers and need the official model-selection and provider-behavior guide instead of inferring capabilities from scattered examples. |
| OpenAI Programmatic tool calling | Guide | OpenAI | Intermediate to advanced | openai, tool calling, agents, structured outputs, automation, orchestration | You need OpenAI's current guide for deterministic tool orchestration, structured tool plans, and programmatic control instead of relying on purely free-form agent behavior. |
| OpenAI web search guide | Guide | OpenAI | Intermediate | openai, web search, grounded answers, research workflows, agents | You want the official OpenAI path for live web retrieval, citations, and freshness-aware research behavior inside agent workflows. |
| OpenAI computer use guide | Guide | OpenAI | Intermediate to advanced | openai, computer use, agents, automation, browser workflows, tool use | You want the current OpenAI guidance for UI-driving agents, approval boundaries, and browser-style automation tasks. |
| OpenAI Agents SDK | Guide | OpenAI | Intermediate | openai, agents, tool use, orchestration, state, coding | You are moving past one-off calls and need application-owned orchestration, tools, approvals, and state. |
| OpenAI Working with evals | Guide | OpenAI | Intermediate | openai, evals, quality, regression testing, reliability | You need API-level guidance for testing outputs, comparing models, and catching regressions during upgrades. |
| OpenAI Evaluate agent workflows | Guide | OpenAI | Intermediate | openai, agents, evals, traces, graders, reliability | You need the current OpenAI path for tracing, grading, and regression-testing agent workflows instead of only single-prompt evals. |
| OpenAI model optimization | Guide | OpenAI | Intermediate | openai, prompting, evals, fine-tuning, optimization | You need a practical optimization loop across prompt changes, evals, and fine-tuning rather than guessing which knob to turn next. |
| OpenAI Retrieval guide | Guide | OpenAI | Intermediate | openai, retrieval, rag, file search, knowledge | You need the official path for file search, retrieval, and grounded answers before designing a RAG stack. |
| OpenAI multi-agent guide | Guide | OpenAI | Intermediate to advanced | openai, multi-agent, agents, handoffs, orchestration, approvals | You want OpenAI's current guidance for splitting work across specialized agents, coordinating handoffs, and keeping orchestration logic outside one overloaded prompt. |
| OpenAI Agent Builder | Guide | OpenAI | Intermediate | openai, agent builder, agents, workflows, visual builder, orchestration | You are maintaining or studying older OpenAI visual agent-builder workflows. OpenAI's docs now mark Agent Builder deprecated and scheduled for removal on November 30, 2026, so new work should prefer the Agents SDK, Responses-based orchestration, or Codex. |
| OpenAI compaction guide | Guide | OpenAI | Intermediate | openai, compaction, context management, long-running agents, reasoning, cost optimization | You need the official pattern for compressing long agent conversations and preserving the right context instead of letting transcripts grow until quality or cost breaks down. |
| Claude models overview | Model docs | Anthropic | Beginner to advanced | claude, anthropic, claude 5, model selection, frontier models, coding agents | You need the official comparison of the current Claude 5 family, context windows, aliases, and release families before choosing cost, speed, and reliability tradeoffs. |
| Anthropic Courses | Official learning hub | Anthropic | Beginner to advanced | anthropic, claude, courses, mcp, claude code, skills, ai fluency | You want Anthropic's current course list for Claude API work, MCP, Claude Code, skills, and AI fluency instead of piecing course links together from blog posts. |
| Anthropic Academy | Official learning hub | Anthropic | Beginner to advanced | anthropic, claude, ai fluency, claude code, mcp, courses | You want official Anthropic courses for AI fluency, Claude Code, MCP, or Claude API development before diving into narrower docs. |
| Anthropic Build with Claude overview | Guide | Anthropic | Beginner to intermediate | anthropic, claude, build with claude, api, agents, tool use | You want Anthropic's current implementation-first starting point for Claude apps, tool use, prompts, streaming, and API workflows instead of jumping straight into isolated reference pages. |
| Anthropic tool use overview | Guide | Anthropic | Intermediate | anthropic, claude, tool use, agents, function calling, automation | You want Anthropic's official explanation of where tools execute, how Claude decides to call them, and which tool patterns fit your workflow before building agent features. |
| Anthropic CLI, SDKs, and libraries | Guide | Anthropic | Beginner to intermediate | anthropic, claude, sdk, cli, libraries, developer tools | You want Anthropic's current map of official SDKs, the `ant` CLI, and framework-specific libraries before choosing an implementation path or teaching setup steps. |
| Anthropic Prompt caching | Guide | Anthropic | Intermediate | anthropic, prompt caching, claude, cost optimization, latency, long context | You need Anthropic's current guidance for reusing repeated long context efficiently instead of paying full price and latency on every Claude request. |
| Anthropic Batch processing | Guide | Anthropic | Intermediate | anthropic, batch processing, async workflows, offline jobs, claude | You want the official Claude path for queued offline jobs such as large-scale summarization, labeling, evaluation, or document processing. |
| Claude Code agent teams | Guide | Anthropic | Intermediate to advanced | anthropic, claude code, agent teams, multi-agent, coding agents, automation | You want Anthropic's current guide for specialized Claude Code subagents and agent-team workflows instead of treating every coding task as one giant session. |
| Anthropic Computer Use | Guide | Anthropic | Intermediate to advanced | anthropic, computer use, agents, tool use, automation | You want the official path for browser-like computer-use workflows and their operational constraints. |
| Anthropic MCP guide | Guide | Anthropic | Intermediate | anthropic, mcp, agents, tool use, connectors | You want Anthropic's official guidance for exposing tools and data to Claude through MCP instead of only reading the base spec. |
| Anthropic platform release notes | Release notes | Anthropic | Intermediate | anthropic, release notes, claude, claude code, model updates, api changes | You need the current Anthropic changelog for model launches, API changes, and Claude Code updates before teaching or adopting a workflow. |
| Anthropic migration guide | Migration guide | Anthropic | Intermediate to advanced | anthropic, claude, migration, model updates, breaking changes, coding agents | You are upgrading to newer Claude models and need the exact model-ID swaps, behavior changes, and migration checks from Anthropic's primary source. |
| Anthropic Managed Agents | Guide | Anthropic | Intermediate to advanced | anthropic, managed agents, agents, sandboxing, tool use, automation | You want Anthropic's current managed-agent starting point, including the Agents, Sessions, and Environments APIs for autonomous sessions, built-in tools, and secure execution. |
| Claude model deprecations | Migration guide | Anthropic | Intermediate | anthropic, claude, deprecations, migrations, model selection, release notes | You need Anthropic's official retirement and replacement schedule before pinning Claude model IDs in production, evals, or coding-agent defaults. |
| Meet the Claude models | Model guide | Anthropic | Intermediate | anthropic, claude 5, model lineup, model updates, frontier models | You want Anthropic's learner-facing overview of the current Claude lineup before changing long-running agent, coding, or enterprise research workflows. |
| What's new in Claude Sonnet 5 | Release notes | Anthropic | Intermediate to advanced | anthropic, claude sonnet 5, release notes, coding, agents, tool use | You need the exact behavior, pricing, and compatibility changes in Claude Sonnet 5 before upgrading coding, tool-use, or long-context workflows. |
| Anthropic Advisor tool | Guide | Anthropic | Intermediate to advanced | anthropic, advisor tool, tool use, reasoning, agents, model selection | You want Anthropic's current pattern for combining a fast executor with a higher-intelligence advisor model inside one tool-using workflow. |
| Anthropic Cookbook | GitHub repo | Anthropic | Intermediate | anthropic, claude, cookbook, examples, tool use, agents | You want practical, copyable Claude examples and notebooks from Anthropic instead of starting with blank prompts or abstract API docs. |
| Gemini API overview | Guide | Google AI for Developers | Beginner to intermediate | gemini, google, interactions api, models, agents, tools | You want Google's current top-level map of Gemini models, agents, tools, and the recommended Interactions API entrypoint before going deeper. |
| Gemini API models | Model docs | Google AI for Developers | Beginner to advanced | gemini, google, multimodal, long context, model selection, frontier models, ai studio | You need to compare current Gemini stable, preview, latest, and experimental model IDs, context windows, and modality support. |
| Gemini 3.6 Flash | Model docs | Google AI for Developers | Intermediate | gemini, gemini 3.6 flash, coding, agentic execution, model selection, frontier models | You want the official page for Google's July 21, 2026 Gemini 3.6 Flash release before treating older Flash guidance as current for coding or agent loops. |
| Gemini 3 Developer Guide | Guide | Google AI for Developers | Intermediate | gemini, gemini 3, tools, batch api, context caching, model selection | You want Google's current Gemini 3 feature guide covering built-in tools, function calling, batch support, context caching, and model-fit questions in one place. |
| Gemini coding agent setup | Guide | Google AI for Developers | Intermediate | gemini, coding agents, developer tools, mcp, workflow setup | You want Google's official setup path for Gemini-driven coding-agent workflows, Gemini Docs MCP, and skills rather than generic prompt advice. |
| Gemini Agents Overview | Guide | Google AI for Developers | Intermediate | gemini, agents, interactions api, deep research, coding agents, sandbox | You want the official overview of Gemini managed agents, sandbox behavior, and when to use agent workflows instead of plain model calls. |
| Gemini Managed Agents quickstart | Quickstart | Google AI for Developers | Intermediate | gemini, managed agents, interactions api, tools, stateful workflows, deep research | You want Google's practical quickstart for building managed Gemini agents with tools, system instructions, and server-side state instead of reading only the higher-level overview. |
| Migrate to the Gemini Interactions API | Migration guide | Google AI for Developers | Intermediate | gemini, interactions api, migration, agents, stateful workflows | You are upgrading an older Gemini integration and need Google's current migration path toward the Interactions API for stateful agent workflows. |
| Gemini API changelog | Release notes | Google AI for Developers | Intermediate | gemini, google, release notes, model deprecations, model selection | You need the official Gemini launch and shutdown timeline before relying on preview model IDs or older Flash variants. |
| Gemini deprecations | Migration guide | Google AI for Developers | Intermediate | gemini, deprecations, migrations, model selection, release notes, api lifecycle | You need Google's official shutdown schedule and recommended replacements before pinning Gemini preview or Flash variants in a long-lived workflow. |
| Gemini Batch API | Guide | Google AI for Developers | Intermediate | gemini, batch api, async workflows, cost optimization, offline processing | You want the official Gemini route for high-volume asynchronous generation, evaluation, extraction, or backfill workloads. |
| Gemini context caching | Guide | Google AI for Developers | Intermediate | gemini, context caching, prompt caching, latency, cost, long context | You need Google's current guidance for caching repeated context to reduce cost and speed up long-context Gemini workflows. |
| Gemini background execution | Guide | Google AI for Developers | Intermediate to advanced | gemini, background execution, interactions api, async workflows, deep research, agents | You need Google's current pattern for long-running Gemini tasks such as deep research, multi-step agents, and server-side asynchronous execution. |
| Gemini Live API overview | Guide | Google AI for Developers | Intermediate | gemini, live api, voice agents, realtime, multimodal, tool use | You want the official Google path for low-latency voice and vision agents before designing a realtime Gemini workflow. |
| Gemini prompt design strategies | Guide | Google AI for Developers | Intermediate | gemini, prompting, reasoning, multimodal, tool use | You want current Gemini-specific prompting advice for system instructions, reasoning tasks, multimodal inputs, and tool-connected workflows. |
| Gemini function calling | Guide | Google AI for Developers | Intermediate | gemini, function calling, tools, agents, developer tools | You need Gemini's current tool-calling patterns before building agents, structured automation, or app-side orchestration. |
| Gemini Hooks | Guide | Google AI for Developers | Intermediate to advanced | gemini, hooks, coding agents, guardrails, automation, developer tools | You want Google's official guide for running scripts or HTTP checks before or after an agent executes code or modifies files. |
| Gemini Developer API pricing | Guide | Google AI for Developers | Intermediate | gemini, pricing, 3.1 flash, model selection, cost, agentic workloads | You want Google's current pricing and positioning for Gemini models before choosing between faster, cheaper, or more capable variants. |
| Gemini deprecations | Migration guide | Google AI for Developers | Intermediate | gemini, deprecations, migrations, model shutdowns, model selection | You need the official shutdown and migration schedule before relying on older Gemini model IDs, preview variants, or outdated guides. |
| Llama 4 prompt formats | Model docs | Meta Llama | Beginner to advanced | llama, meta, llama 4, prompt formats, open models, open weights, multimodal | You need the current official Llama 4 prompt formats and model-card details before choosing Maverick or Scout for hosted or local deployment. |
| Llama docs overview | Docs overview | Meta Llama | Intermediate | llama, meta, docs overview, model selection, deployment, integrations | You want Meta's official starting point for access, hosting, integrations, and next-step guides before wiring a Llama stack into tooling or eval configs. |
| Mistral models overview | Model docs | Mistral AI | Beginner to advanced | mistral, open models, commercial models, model selection, coding, agents, multimodal | You need to compare current Mistral families such as Devstral, Magistral, Voxtral, OCR, and general-purpose models. |
| Mistral Agents introduction | Guide | Mistral AI | Intermediate | mistral, agents, tool use, conversations, workflows | You want Mistral's official explanation of its Agents and Conversations API before building tool-using or workflow-style apps. |
| Cohere models overview | Model docs | Cohere | Beginner to advanced | cohere, command, rag, embeddings, reranking, enterprise ai, model selection | You need to choose between current Cohere Command, embedding, and rerank models for grounded enterprise search. |
| Cohere tool use and agents quickstart | Quickstart | Cohere | Intermediate | cohere, agents, tool use, reasoning, citations | You want the official Cohere path for building tool-using agentic applications with multi-step reasoning and citations. |
| DeepSeek API docs | API docs | DeepSeek | Beginner to advanced | deepseek, reasoning models, coding models, openai compatible, api examples, model selection | You need first-call examples, OpenAI-compatible API usage, and current migration notes for DeepSeek models. |
| DeepSeek models and pricing | Model docs | DeepSeek | Beginner to advanced | deepseek, reasoning models, pricing, model deprecations, model selection, coding | You need current DeepSeek model names, pricing, and deprecation notes before building against the API. |
| DeepSeek Chat and Reasoner alias migration | Migration note | DeepSeek | Intermediate | deepseek, model aliases, deepseek-v4-flash, migrations, reasoning models, coding | You need to know that `deepseek-chat` and `deepseek-reasoner` are temporary aliases mapped to DeepSeek V4 Flash modes and scheduled for deprecation. |
| DeepSeek updates | Release notes | DeepSeek | Intermediate | deepseek, release notes, migrations, model deprecations, v4 | You need official migration notes, including current legacy-alias retirements and model replacement timelines. |
| DeepSeek context caching | Guide | DeepSeek | Intermediate | deepseek, context caching, kv cache, cost optimization, latency, long context | You want the official DeepSeek KV-cache guidance before building repeated long-context workflows or comparing caching behavior with other providers. |
| DeepSeek Responses API | Guide | DeepSeek | Intermediate | deepseek, responses api, openai compatible, agents, tool use, deepseek-v4-flash | You want the current DeepSeek path for Responses-style orchestration and need to know that support currently centers on `deepseek-v4-flash` before planning a migration. |
| Qwen API platform | API docs | Qwen | Beginner to advanced | qwen, open models, multilingual, coding models, agent models, model selection | You need official Qwen model-family context, deployment docs, and quickstarts before choosing a hosted or local workflow. |
| Qwen Model Studio model list | Model catalog | Qwen | Intermediate | qwen, model selection, multimodal, reranking, embeddings, catalog | You need the current hosted Qwen and third-party model catalog with modality coverage and capability splits. |
| xAI Grok models | Model docs | xAI | Beginner to advanced | xai, grok, reasoning models, coding models, image models, video models, model selection | You need the official Grok model chooser for chat, coding, image, video, and voice workflows, plus aliasing and dated release details. |
| Perplexity API overview | API docs | Perplexity | Beginner to advanced | perplexity, agent api, search api, ai search, grounded answers, research, model selection | You need to understand Search, Agent, and Embeddings APIs for grounded AI research workflows and multi-provider model access. |
| Perplexity Agent API quickstart | Quickstart | Perplexity | Intermediate | perplexity, agent api, multi-provider, web search, tool use, model selection | You want the fastest official path into Perplexity's multi-provider Agent API before deciding how much search, tool use, or routing you need. |
| Perplexity Sonar models | Model docs | Perplexity | Intermediate | perplexity, sonar, deep research, reasoning, model selection, search | You need to compare Sonar, Sonar Pro, Sonar Reasoning Pro, and Sonar Deep Research for grounded search workflows. |
| Perplexity Sonar Deep Research | Model docs | Perplexity | Intermediate | perplexity, deep research, search grounding, model selection, research workflows | You want the specific Sonar Deep Research tradeoffs, pricing, and workflow fit before using it for exhaustive cited research tasks. |
| Perplexity Search Evals | GitHub repo | Perplexity | Intermediate | perplexity, search evals, benchmarks, grounded answers, evaluation, web search | You want Perplexity's open evaluation suites for benchmarking grounded search quality and comparing search API behavior against other retrieval stacks. |
| Together AI model catalog | Model catalog | Together AI | Beginner to advanced | together ai, open models, llama, qwen, deepseek, mistral, google, openai, model hosting | You need to browse hosted open and proprietary models by provider and capability. |
| Together AI serverless models | Model docs | Together AI | Intermediate | together ai, serverless inference, open models, model hosting, pricing, model selection | You need to learn how serverless hosted model inference works before deploying an app. |
| OpenRouter models guide | Models guide | OpenRouter | Beginner to advanced | openrouter, model comparison, model routing, opus, claude, gpt, gemini, llama, mistral, deepseek, qwen | You need to compare many model families through one catalog before testing prompts across providers. |
| OpenRouter quickstart | API docs | OpenRouter | Beginner to intermediate | openrouter, model routing, fallbacks, api examples, model selection, frontier models | You want one API-compatible route for experimenting with several models, fallbacks, and latest aliases without rewriting your app. |
| OpenRouter Auto Router | Guide | OpenRouter | Intermediate | openrouter, auto router, model selection, routing, fallbacks | You want OpenRouter to choose among paid models dynamically and need the official routing behavior, session stickiness, and control options. |
| OpenRouter Latest Model Resolution | Guide | OpenRouter | Intermediate | openrouter, latest aliases, model selection, routing, versioning, migrations | You want stable latest-family aliases like `~anthropic/claude-opus-latest` so a learning or internal workflow stays current without rewriting pinned model slugs on every release. |
| OpenRouter Pareto Router | Guide | OpenRouter | Intermediate to advanced | openrouter, pareto router, routing, latency, cost, quality, model selection | You want the official OpenRouter guide for routing across the quality, price, and latency frontier instead of hard-coding one tradeoff for every workload. |
| OpenRouter benchmarks API | API reference | OpenRouter | Intermediate | openrouter, benchmarks, model selection, coding, agentic tasks, evaluation | You want machine-readable benchmark data for coding, intelligence, or agentic tasks before choosing or routing across model families. |
| OpenRouter rankings data API | Data API | OpenRouter | Intermediate | openrouter, rankings, usage data, benchmarks, model selection, market signals | You want current usage and rankings data that reflects what developers are actually using, not only benchmark scores or launch-day marketing. |
| OpenRouter Discover models | Model discovery page | OpenRouter | Beginner to intermediate | openrouter, model discovery, rankings, market signals, model selection, routing | You want a fast view of breakout models, traffic trends, and practical starting points before narrowing a multi-provider test set. |
| OpenAI model guidance | Model docs | OpenAI | Beginner to advanced | openai, gpt-5.6, model guidance, prompting, migrations, model selection | You want OpenAI's current model-family guidance for GPT-5.6-era prompting, migrations, and feature tradeoffs before upgrading an app or agent workflow. |
| OpenAI compare models | Model comparison | OpenAI | Beginner to advanced | openai, gpt, model comparison, model selection, frontier models, coding | You want the official side-by-side capability comparison before swapping OpenAI models in a product or coding workflow. |
| OpenAI Codex | Official product docs | OpenAI | Beginner to advanced | codex, coding agents, developer tools, automation, code generation | You want the current OpenAI path for agentic software engineering, code review, and background coding tasks. |
| OpenAI Codex models | Model docs | OpenAI | Intermediate | codex, coding agents, model selection, gpt-5, subagents, software engineering | You need the current Codex model guidance, including recommended coding and subagent models plus active retirement notes such as the August 31, 2026 ChatGPT-sign-in migration away from gpt-5.4 and gpt-5.4-mini. |
| Custom instructions with AGENTS.md | Guide | OpenAI | Beginner to advanced | codex, agents.md, context engineering, coding agents, developer tools | You want the official OpenAI guide for durable repo instructions, nested overrides, and agent-ready project context. |
| Use Codex with the Agents SDK | Guide | OpenAI | Intermediate to advanced | codex, agents sdk, mcp, subagents, coding agents, automation | You want to orchestrate Codex inside a multi-agent or MCP-driven software workflow instead of using it only as a standalone coding assistant. |
| Codex best practices | Guide | OpenAI | Beginner to advanced | codex, coding agents, agents.md, review workflows, developer tools | You want OpenAI's current guidance for planning, scoping, AGENTS.md usage, and review habits that make coding-agent work more reliable. |
| Claude choosing a model | Guide | Anthropic | Intermediate | claude, anthropic, model selection, frontier models, coding, agents | You need Anthropic's current guidance on balancing capability, speed, and cost before changing Claude models. |
| Claude Code overview | Guide | Anthropic | Intermediate | claude code, coding agents, developer tools, automation, coding | You want practical docs for using Claude as a coding agent across a real codebase and toolchain. |
| Claude Agent SDK overview | Guide | Anthropic | Intermediate | anthropic, agents, claude code, sdk, tool use, automation | You want Anthropic's official SDK path for programmable agents that reuse Claude Code's tool loop, context handling, and execution model. |
| Claude Code skills | Guide | Anthropic | Intermediate | anthropic, claude code, skills, coding agents, context engineering, workflows | You want Anthropic's official guide for packaging reusable Claude Code skills instead of leaving long instructions inline in every session. |
| Claude Code model configuration | Guide | Anthropic | Intermediate to advanced | anthropic, claude code, model selection, governance, coding agents, team setup | You need Anthropic's current guidance for setting default Claude Code models, restricting model choices, and managing team-level coding-agent policy. |
| Claude Code best practices | Engineering guide | Anthropic | Intermediate to advanced | claude code, coding agents, developer tools, context engineering, parallel work | You want Anthropic's own recommendations for scaling Claude Code across larger codebases, parallel sessions, and stronger context discipline. |
| Claude Code common workflows | Guide | Anthropic | Intermediate | anthropic, claude code, coding workflows, developer tools, automation | You want concrete Claude Code usage patterns for debugging, refactors, reviews, and repository work before inventing your own workflow from scratch. |
| Claude Code hooks | Guide | Anthropic | Intermediate to advanced | anthropic, claude code, hooks, automation, review workflows, developer tools | You want Anthropic's current reference for adding deterministic pre-tool and post-tool automation, checks, and guardrails to Claude Code workflows. |
| Gemini Deep Research Agent | Guide | Google AI for Developers | Intermediate to advanced | gemini, deep research, agents, search grounding, research workflows, interactions api | You want the latest official Google docs for long-running research agents, cited reports, background execution, and MCP-aware investigation workflows. |
| Gemini Computer Use | Guide | Google AI for Developers | Intermediate to advanced | gemini, computer use, browser automation, desktop automation, agents, tool use | You want the official Gemini path for browser, mobile, and desktop control agents before building UI-driving workflows. |
| Gemini Interactions API | Guide | Google AI for Developers | Intermediate to advanced | gemini, interactions api, agents, tool use, stateful workflows, multimodal ai | You need Google's current recommended API surface for agentic workflows, server-side state, and complex multimodal conversations. |
| Gemini File Search | Guide | Google AI for Developers | Intermediate | gemini, file search, rag, interactions api, grounded answers, retrieval | You want Google's newest first-party retrieval path for grounded Gemini answers with managed chunking, indexing, and multimodal embeddings. |
| Gemini URL Context | Guide | Google AI for Developers | Intermediate | gemini, url context, web pages, grounded answers, research workflows, retrieval | You want Gemini to read and reason over live web pages directly, which is useful for cited research, page summarization, and web-grounded automation. |
| Gemini Google Search grounding | Guide | Google AI for Developers | Intermediate | gemini, google search, grounding, research workflows, agents, freshness | You need the official Google path for grounding Gemini with Google Search instead of relying on stale prompts or manual search glue. |
| Gemini coding agents with MCP and Skills | Guide | Google AI for Developers | Intermediate | gemini, coding agents, mcp, skills, developer tools, context engineering | You want the newest official Gemini guide for wiring docs MCP, installable skills, and coding-agent best practices into software workflows. |
| Llama Cookbook | GitHub repo | Meta Llama | Beginner to advanced | llama, open models, rag, fine-tuning, deployment, coding | You want Meta's practical recipes for inference, fine-tuning, RAG, and end-to-end Llama applications. |
| Llama API models | Model docs | Meta Llama | Beginner to advanced | llama, meta, open models, model cards, prompt formats, model selection, deployment | You need Meta's current model-card and prompt-format index before choosing which Llama family, size, or integration path to test. |
| Mistral model selection guide | Guide | Mistral AI | Beginner to advanced | mistral, model selection, open models, coding, multimodal | You want Mistral's official comparison of model families, pricing, context, and licensing before implementation. |
| Mistral changelog | Release notes | Mistral AI | Intermediate | mistral, release notes, voxtral, devstral, model updates, api changes | You want the official launch and retirement timeline for newer Mistral models and APIs before relying on screenshots or outdated benchmark threads. |
| Mistral OCR guide | Guide | Mistral AI | Intermediate | mistral, ocr, document ai, multimodal, extraction, reasoning | You want Mistral's current document-AI path for OCR, PDF extraction, and downstream RAG or automation workflows instead of treating OCR as a separate stack. |
| Cohere LLM University | Free course | Cohere | Beginner to intermediate | cohere, llm foundations, rag, enterprise ai, course | You want a structured, practical course path for LLM and RAG concepts from Cohere. |
| Cohere Command A Reasoning | Model docs | Cohere | Intermediate | cohere, command a reasoning, reasoning models, tool use, rag, agents | You want Cohere's current reasoning-model reference for enterprise tool use, RAG, and multilingual agent workflows before defaulting to a generic Command model. |
| Cohere Rerank guide | Guide | Cohere | Intermediate | cohere, reranking, rag, retrieval, search relevance, grounded answers | You are learning RAG quality work and want a focused official guide on reranking before debugging retrieval only through prompt changes. |
| Cohere Embed guide | Guide | Cohere | Intermediate | cohere, embeddings, rag, retrieval, multilingual, search | You want Cohere's official embedding guidance for multilingual retrieval, semantic search, and RAG ingestion choices. |
| Cohere Embed Jobs API | API docs | Cohere | Intermediate | cohere, embed jobs, embeddings, batch processing, retrieval, large datasets | You need Cohere's bulk embedding workflow for larger corpora instead of issuing one embedding request per document at ingestion time. |
| Cohere deprecations | Deprecation log | Cohere | Intermediate | cohere, deprecations, model migrations, embed, aya, release notes | You need the official retirement schedule and replacement guidance before pinning older Cohere models or embedding endpoints. |
| Cohere Command A+ release notes | Release notes | Cohere | Intermediate | cohere, command a+, vision, reasoning, agentic tasks, release notes | You want the latest official Cohere model-release context, including Command A+ changes across vision, reasoning, translation, and agentic tasks. |
| DeepSeek list models | API reference | DeepSeek | Intermediate | deepseek, model selection, api reference, reasoning models, coding models | You need the live model identifiers available from DeepSeek before wiring production or eval configs. |
| DeepSeek V4 Preview release | Release notes | DeepSeek | Intermediate | deepseek, v4, release notes, reasoning models, coding models, 1m context | You want the official DeepSeek announcement for the V4 Preview family before relying on third-party summaries of Flash, Pro, or context-length changes. |
| Qwen quickstart | Quickstart | Qwen | Beginner to intermediate | qwen, quickstart, open models, deployment, coding | You want the fastest official route into running Qwen3 with Hugging Face, vLLM, or SGLang. |
| Qwen-Agent | Framework docs | Qwen | Intermediate | qwen, agents, planning, memory, tool use, frameworks | You want the official Qwen framework for instruction following, tool use, planning, and memory in agent-style applications. |
| Qwen function calling | Guide | Qwen | Intermediate | qwen, function calling, agent models, tools, coding | You need Qwen-specific guidance for function calling and tool-using agent workflows. |
| Qwen Code | Open-source coding agent | Qwen | Intermediate | qwen, coding agents, developer tools, terminal, agentic coding | You want the official Qwen Code overview for codebase understanding, provider setup, automation, and current coding-agent workflows. |
| Qwen Code Agent Skills | Guide | Qwen | Intermediate | qwen, skills, coding agents, agent workflows, developer tools | You want the official Qwen Code guide for packaging reusable skills instead of keeping long workflow instructions inline. |
| Qwen Code Subagents | Guide | Qwen | Intermediate | qwen, subagents, coding agents, parallel workflows, developer tools | You want the official Qwen Code path for delegating focused work to specialized subagents inside larger coding tasks. |
| Qwen Code GitHub repo | GitHub repo | Qwen | Intermediate | qwen, coding agents, open source, mcp, skills, subagents | You want the open-source implementation details for Qwen Code, including its MCP, skill, memory, and subagent workflow surfaces. |
| Qwen3-Coder | Model launch guide | Qwen | Intermediate to advanced | qwen, qwen3-coder, coding agents, open models, agentic coding, model updates | You want the official Qwen explanation of where Qwen3-Coder fits for repo work, agentic coding, and open-model software engineering. |
| xAI Grok Build overview | Guide | xAI | Intermediate | xai, grok build, coding agents, developer tools, automation | You want the latest xAI docs for its coding-agent workflow rather than only the raw model list. |
| xAI Grok Build 0.1 | Model docs | xAI | Intermediate | xai, grok build, coding agents, model selection, agentic coding | You want the specific Grok Build model details, pricing, and capabilities before testing xAI for agentic coding work. |
| xAI Grok 4.5 | Model docs | xAI | Intermediate | xai, grok 4.5, coding, reasoning, model selection, agents | You want the official xAI page for the current flagship Grok model before comparing it with Claude, GPT, Gemini, or routed alternatives. |
| Grok Build is Now Open Source | Open-source release | xAI | Intermediate | xai, grok build, open source, coding agents, developer tools | You want xAI's announcement and repository links for studying Grok Build as an open-source coding-agent workflow instead of only using it as a hosted black box. |
| Automations in Grok | Product guide | xAI | Beginner to intermediate | xai, grok, automations, workflows, scheduled tasks, agent workflows | You want a current example of how xAI is packaging repeatable agent workflows for reminders, scheduled research, and recurring task execution. |
| xAI Web Search | Tool docs | xAI | Intermediate | xai, web search, grounded answers, tool use, agents | You want xAI's official grounded-search tool docs before using Grok for real-time web research or tool-using agent workflows. |
| xAI release notes | Release notes | xAI | Intermediate | xai, grok, release notes, model migrations, api | You need the official changelog for current Grok releases, retirements, and API behavior changes before upgrading, including recent Build beta and voice-model routing changes published through August 2026. |
| Grok release notes | Product release notes | xAI | Beginner to intermediate | xai, grok, release notes, automations, research workflows, product updates | You want the end-user Grok release stream for recent product changes such as Automations, DeepSearch behavior, and workflow packaging outside the raw API docs. |
| Perplexity Agent API models | Model docs | Perplexity | Intermediate | perplexity, agent api, model selection, search, research workflows | You need Perplexity's current multi-provider model table for grounded agent workflows and fallback behavior. |
| Perplexity Search API | API docs | Perplexity | Intermediate | perplexity, search api, ai search, grounded answers, rag | You need ranked web results and domain filtering rather than only generated summaries. |
| Perplexity Prompt Guide | Guide | Perplexity | Intermediate | perplexity, agent api, prompting, tool use, web search, research workflows | You want Perplexity's official guidance for prompting a bounded search-and-tool loop instead of writing prompts as if the model were single-shot chat. |
| Perplexity Embeddings API | API docs | Perplexity | Intermediate | perplexity, embeddings, rag, retrieval, semantic search, contextualized embeddings | You want the official Perplexity embeddings entry point before designing retrieval, semantic search, or hybrid RAG pipelines around its newer embedding models. |
| Perplexity Cookbook | Cookbook | Perplexity | Intermediate | perplexity, cookbook, rag, agent api, embeddings, practical examples | You want copyable Perplexity examples for grounded search, embeddings, and end-to-end RAG work instead of assembling the workflow from scattered reference pages. |
| RAG with Perplexity Embeddings | Guide | Perplexity | Intermediate | perplexity, rag, embeddings, retrieval, search, grounded answers | You want Perplexity's practical guidance for turning its embeddings and search stack into a real RAG workflow instead of reading only low-level API docs. |
| Perplexity MCP server overview | Guide | Perplexity | Intermediate | perplexity, mcp, search, research workflows, grounded answers | You want Perplexity's official MCP path for bringing grounded search into agent workflows and tool-connected research setups, including the newer remote-server option alongside local setup. |
| Perplexity API changelog | Release notes | Perplexity | Intermediate | perplexity, agent api, release notes, model updates, migrations, search | You need the current Perplexity source of truth for new Agent API models, retired model IDs, MCP changes, and platform-level migration updates such as the July 2026 move from Sonar-backed tools to Agent API presets. |
| Perplexity Remote MCP Server | Release note / integration guide | Perplexity | Intermediate | perplexity, mcp, remote server, search, research workflows, agent api | You want the current hosted MCP entry point at `https://api.perplexity.ai/mcp` so clients can use Perplexity search tools without installing or updating a local MCP server. |
| Perplexity migrate from Sonar to Agent API | Migration guide | Perplexity | Intermediate | perplexity, agent api, migration, sonar, search, grounded answers | You still have Sonar-based code or OpenAI-compatible chat-completions integrations and need the current Perplexity migration path into the Agent API. |
| OpenRouter models API | API reference | OpenRouter | Intermediate | openrouter, model catalog, api reference, model routing, model selection | You want a machine-readable way to inspect current models, filters, and metadata across providers. |
| OpenRouter provider routing | Guide | OpenRouter | Intermediate | openrouter, provider routing, fallbacks, model selection, reliability | You need to learn how OpenRouter routes across providers, handles fallbacks, and exposes preference controls before relying on it in production. |
| OpenRouter Quickstart Guide | Quickstart | OpenRouter | Beginner to intermediate | openrouter, quickstart, multi-provider, fallbacks, model routing, api | You want the fastest official path into a single-endpoint multi-provider setup before deciding how much routing and provider control you need. |
| OpenRouter Fusion Router | Guide | OpenRouter | Intermediate to advanced | openrouter, fusion router, model routing, deliberation, frontier models | You want a documented multi-model deliberation workflow instead of choosing just one model up front. |
| OpenRouter Search Models server tool | Guide | OpenRouter | Intermediate to advanced | openrouter, search models, server tools, model selection, agents, routing | You want agents to inspect and filter OpenRouter's live model catalog programmatically instead of hardcoding model IDs or capability assumptions. |
| LangChain Open Deep Research | GitHub repo | LangChain | Intermediate to advanced | deep research, agents, mcp, search, multi-provider, open source | You want a configurable open-source deep-research agent that works across search tools, MCP servers, and multiple model providers. |
| AI Tinkerers One-Shot videos | Video library | AI Tinkerers | Intermediate | agents, ai engineering, builder demos, community learning, videos | You want practitioner-led demos on browser agents, coding agents, evals, and real workflows instead of polished vendor marketing. |
| PraisonAI | GitHub repo | Mervin Praison | Intermediate | agents, multi-agent workflows, mcp, rag, open source | You want an open-source agent framework with examples, tutorials, memory, RAG, and MCP support you can inspect directly. |
| Awesome Agent Skills | GitHub repo | VoltAgent | Intermediate | agent skills, skills, coding agents, claude code, codex, gemini cli | You want a larger, current catalog of real-world agent skills that can be studied, adapted, and compared across Claude Code, Codex, Gemini CLI, Cursor, and similar tools. |
| OpenRouter web search | Guide | OpenRouter | Intermediate | openrouter, web search, grounded answers, routing, agents | You want to layer live web search onto routed models and need the official plugin and server-tool behavior. |
| OpenRouter Prompt Caching | Guide | OpenRouter | Intermediate | openrouter, prompt caching, routing, cost optimization, latency, providers | You want the official explanation of sticky provider routing, cache-hit behavior, and cost tradeoffs before using OpenRouter as a long-context or agent backend. |
| Hugging Face model hub | Model catalog | Hugging Face | Beginner to advanced | hugging face, model hub, open models, llama, qwen, mistral, deepseek, transformers | You need to discover, compare, and run open model checkpoints, datasets, and demos. |
| Hugging Face Inference Providers | Platform docs | Hugging Face | Intermediate | hugging face, inference providers, open models, serverless inference, model routing, agents | You want one official Hugging Face entry point for trying current open models across providers without learning a separate inference API for each host. |
| Hugging Face Open-Source AI Cookbook | Cookbook | Hugging Face | Intermediate | hugging face, cookbook, open models, agents, rag, practical examples | You want copyable open-source AI recipes for agents, RAG, fine-tuning, deployment, and model experimentation instead of only conceptual course material. |
| Hugging Face Agents Course | Free course | Hugging Face | Beginner to intermediate | agents, tools, open models | You want a hands-on agent course that uses open-source tools. |
| Hugging Face Context Course | Free course | Hugging Face | Intermediate | context engineering, coding agents, skills, subagents, mcp | You want a focused course on context engineering for code agents, including skills, subagents, hooks, and MCP. |
| Hugging Face MCP Course | Free course | Hugging Face | Beginner to intermediate | mcp, model context protocol, tools, agents, integrations | You want a structured introduction to the Model Context Protocol before building tool-connected agent workflows. |
| Hugging Face LLM Course | Free course | Hugging Face | Beginner to intermediate | transformers, llms, open models, foundations | You need the Transformer, LLM, and inference basics behind many AI apps. |
| Hugging Face smol-course | Free course | Hugging Face | Intermediate | fine-tuning, post-training, open models, evaluation, smollm | You want a current structured course on instruction tuning, fine-tuning, and evaluation around compact open models. |
| Hugging Face smolagents | Framework docs | Hugging Face | Intermediate | agents, smolagents, open models, tool use, python, javascript | You want a lightweight open-source agent framework with official docs, examples, and tool-use patterns that are easy to inspect end to end. |
| Aider | GitHub repo and docs | Aider | Beginner to advanced | coding agents, developer tools, terminal, git, pair programming | You want a practical open-source terminal coding agent with a strong git-centric workflow and extensive real-world usage tips. |
| OpenHands | Open-source agent platform | OpenHands | Intermediate to advanced | coding agents, automation, self-hosted, agent platform, developer tools | You want to study or run an open-source software-agent stack that can execute longer-lived coding and operations workflows. |
| Model Context Protocol intro | Spec and guide | Model Context Protocol | Intermediate | mcp, agents, tools, connectors, protocols | You need the core mental model for how tools, connectors, and agent environments interoperate across AI apps. |
| Anthropic Prompt Engineering Overview | Guide | Anthropic | Beginner to intermediate | prompting, claude, api | You are building with Claude and want official prompting guidance. |
| Google Machine Learning Crash Course | Free course | Google for Developers | Beginner | ml foundations, classification, neural networks | You need practical ML vocabulary before deeper AI engineering. |
| LangGraph Academy | Free course | LangChain | Intermediate | agents, langgraph, llm orchestration | You want to build multi-step agent workflows with state. |
| LlamaIndex Docs | Docs and examples | LlamaIndex | Intermediate | rag, agents, documents | You need to connect LLMs to documents, data, and retrieval. |
| W&B LLM Evaluation Course | Free course | Weights & Biases | Intermediate | evals, llm apps, observability | You need to debug and measure LLM app quality. |
| Kaggle Intro to Machine Learning | Micro-course | Kaggle | Beginner | ml foundations, python, data | You need small exercises for ML basics. |
| StatQuest Neural Networks | Video lesson | Josh Starmer | Beginner | neural networks, statistics, foundations | You want a plain-language explanation of neural-network basics. |
| 3Blue1Brown Neural Networks | Video series | 3Blue1Brown | Beginner to intermediate | neural networks, visual, foundations | You need visual intuition for neural networks. |
| Learn PyTorch | Free book and videos | Daniel Bourke | Beginner to intermediate | pytorch, deep learning, computer vision | You want to learn deep learning by writing PyTorch code. |
| Pinecone Learn: Retrieval-Augmented Generation | Guide | Pinecone | Beginner to intermediate | rag, vector search, embeddings | You need to understand the moving parts of RAG. |
| Weaviate Academy | Free academy | Weaviate | Beginner to intermediate | vector search, rag, hybrid search | You want structured vector database and retrieval lessons. |
| Phoenix by Arize | Open source tool and docs | Arize AI | Intermediate | evals, observability, tracing | You need to trace, inspect, and evaluate LLM app behavior. |
| Langfuse Docs | Docs and cookbooks | Langfuse | Intermediate | observability, tracing, prompt management | You need production LLM tracing, scoring, and prompt operations. |
| Promptfoo Intro | Open source docs | Promptfoo | Intermediate | evals, prompt testing, red teaming | You need regression tests for prompts, models, and LLM outputs. |
| Made With ML | Free course | Made With ML | Intermediate | mlops, testing, deployment | You need production ML habits that transfer to AI systems. |
| DataTalks.Club ML Zoomcamp | Free cohort course | DataTalks.Club | Beginner to intermediate | ml engineering, data, deployment | You want a structured free path into ML engineering. |
| AI Evals for Engineers & PMs | Cohort course | Hamel Husain and Shreya Shankar | Intermediate | evals, product, llm reliability | You are shipping AI features and need a serious evaluation workflow. |
| AI Engineer Talks | Conference videos | AI Engineer | Intermediate to advanced | ai engineering, agents, developer tools | You want practitioner talks from builders working on the current AI stack. |
| Lenny's Podcast: AI product episodes | Podcast videos | Lenny Rachitsky | Beginner to advanced | product, ai adoption, strategy | You want AI product examples from PMs and founders. |
| The Cognitive Revolution | Podcast | Nathan Labenz | Intermediate to advanced | ai strategy, research context, industry | You want long-form interviews with AI builders and researchers. |
| Simon Willison: The last six months in LLMs in five minutes | Talk | Simon Willison | Beginner to advanced | llm tools, local models, ai engineering, model selection, frontier models | You want a grounded tour of current LLM tooling, model tradeoffs, and the practical ecosystem. |
| Full Stack Deep Learning Lectures | Course videos | Full Stack Deep Learning | Intermediate to advanced | mlops, deployment, product ml | You want the whole lifecycle of ML and AI product development. |
| AI with ALLIE: How I built my AI agent workforce | Beehiiv post | Allie K. Miller | Beginner to intermediate | ai strategy, ai agents, business workflows, operator education, beehiiv | You want a current business-friendly example of treating AI agents like onboarded teammates with roles, context, and review. |
| AI with ALLIE: Claude Code for professionals | Beehiiv post | Allie K. Miller | Beginner | claude code, ai literacy, business workflows, non-technical builders, beehiiv | You want a non-engineer explanation of why Claude Code-style tools matter for everyday professional work. |
| Allie K. Miller on Instagram | Instagram feed | Allie K. Miller | Beginner | instagram, ai literacy, business ai, short-form learning | Use this as a short-form feed for executive-friendly AI explanations and practical business use cases. |
| Allie K. Miller on TikTok | TikTok feed | Allie K. Miller | Beginner | tiktok, ai literacy, business ai, short-form learning | Use this when you want quick, mobile-first AI lessons and business examples from a high-reach AI educator. |
| Allie K. Miller on X | X feed | Allie K. Miller | Beginner | x, ai strategy, business ai, ai literacy | Use this for current AI business commentary, practical examples, and links to Allie's latest courses and posts. |
| Ruben Hassid: Claude 101 | Substack guide | Ruben Hassid | Beginner | substack, claude, claude code, ai writing, non-technical builders | You want a current, beginner-friendly sequence of Claude guides, including Claude Code for people who do not think of themselves as coders. |
| Ruben Hassid on Instagram | Instagram feed | Ruben Hassid | Beginner | instagram, ai writing, claude, content workflows, short-form learning | Use this for short AI writing, Claude, and creator-workflow examples that translate newsletter ideas into social formats. |
| Ruben Hassid on X | X feed | Ruben Hassid | Beginner | x, ai writing, claude, content systems, short-form learning | Use this when you want fast, opinionated AI writing and Claude workflow notes from Ruben's current feed. |
| Pietro's AI Substack latest tutorials | Substack newsletter | Pietro Montaldo | Beginner to intermediate | substack, claude skills, claude code, non-technical builders, ai workflows | You want actionable Claude and AI workflow tutorials for non-technical operators without a general AI news feed. |
| Pietro Montaldo: 9 Claude Skills I use daily | Substack guide | Pietro Montaldo | Beginner to intermediate | substack, claude skills, agent workflows, business automation, prompting | You want a concrete list of reusable Claude meta-skills for writing, fact-checking, file organization, decisions, and prompt building. |
| The Rundown AI latest articles | Newsletter and article feed | Rowan Cheung | Beginner | ai news, ai university, business workflows, newsletter, social learning | Use this as a daily AI briefing when you want news paired with practical ways to apply new AI tools at work. |
| The Rundown AI on Instagram | Instagram feed | Rowan Cheung | Beginner | instagram, ai news, short-form learning, tool discovery | Use this for quick visual updates on major AI launches and tool changes before deciding what deserves deeper reading. |
| Rowan Cheung on X | X feed | Rowan Cheung | Beginner | x, ai news, frontier models, tool discovery | Use this for fast AI ecosystem updates from the founder of The Rundown AI. |
| Superhuman AI latest posts | Beehiiv newsletter | Zain Kahn | Beginner | beehiiv, ai news, productivity, business workflows, tool discovery | Use this for a fast daily AI news and workflow digest aimed at professionals who need practical tool ideas. |
| Zain Kahn on X | X feed | Zain Kahn | Beginner | x, ai productivity, business ai, tool discovery | Use this for current AI productivity examples and links from the Superhuman AI publisher. |
| Ben's Bites archive | Substack newsletter | Ben Tossell | Beginner to intermediate | substack, ai news, builders, agents, coding tools | Use this when you want a builder-focused AI newsletter that tracks agents, model releases, coding tools, and AI startup ideas. |
| AI Engineering: Code Is the New Agent Harness | Beehiiv post | Sumanth P | Intermediate | beehiiv, agents, ai engineering, evals, tracing, code harnesses | You want a concise technical briefing on why code, traces, tests, and harnesses matter for real agent systems. |
| AI Agents Hour | YouTube and X livestream | Mastra | Intermediate | youtube, x, agents, ai engineering, weekly show, developer tools | You want a weekly agent-building show that mixes current AI news with technical discussion of agent infrastructure. |
| Forward Future University | Course library | Matthew Berman | Beginner to intermediate | course library, mcp, ai workflows, agents, builder education | Use this when you want structured creator-led lessons on MCP, agents, and practical AI workflows instead of jumping straight into scattered videos. |
| The Matthew Berman Vibe Coding Playbook | Playbook | Matthew Berman | Beginner to intermediate | vibe coding, builder workflows, ai coding, creator education | Use this when you want Matthew's workflow framing for shipping with AI tools rather than a generic coding-agent overview. |
| Your First AI Agent: A Practical Guide to OpenClaw | Practical guide | Matthew Berman | Beginner to intermediate | ai agents, open source, openclaw, tutorial, builder workflows | Use this when you want a current agent walkthrough with a concrete tool and a faster path from reading to running something. |
| Cole Medin on YouTube | YouTube channel | Cole Medin | Beginner to intermediate | youtube, ai agents, local ai, rag, automation | Use this when you want practical creator videos on agents, local AI, n8n, and RAG that are easy to reproduce. |
| This Week in AI | YouTube channel | This Week in AI | Beginner to intermediate | youtube, ai news, frontier models, agents, industry context | Use this for longer-form weekly AI context when you want model, agent, product, and market changes explained together. |
| The Happy Operator | YouTube channel | The Happy Operator | Beginner to intermediate | youtube, claude code, claude cowork, operator workflows, non-technical builders | Use this for non-technical Claude Code, Claude Cowork, and personal operating-system walkthroughs. |
| Max Ciba on Instagram | Instagram feed | Max Ciba | Beginner | instagram, ai tools, claude code, short-form learning, non-technical builders | Use this as a short-form AI tools and Claude Code feed for quick examples, then verify any workflow against official docs before adopting it. |
| OpenClaw Skills | Official docs | OpenClaw | Intermediate | openclaw, skills, agent skills, tool use, local agents | Use this to understand the OpenClaw skill format: markdown instruction files in directories with SKILL.md frontmatter and tool-use guidance. Read the official skills docs before installing community skills, then test one low-risk local skill in a disposable workspace. |
| ClawHub | Registry | OpenClaw | Intermediate | clawhub, openclaw, skill marketplace, plugins, agent skills | Use this when you need a public registry for OpenClaw skills and plugins rather than hand-copying skill folders. Search from the CLI, inspect the skill source, and install only skills that match a real workflow. |
| AI Skills for Real Engineers | Skill catalog | Matt Pocock / AI Hero | Beginner to intermediate | ai hero, claude skills, ai coding, tdd, triage, handoffs | Use this when you want opinionated coding-agent workflows instead of generic prompt snippets. Start with /teach, /grill-me, /to-prd, /to-issues, /tdd, /triage, or /handoff depending on the job. |
| OpenClaw | Open-source agent harness | OpenClaw | Intermediate to advanced | openclaw, agent harness, local agents, skills, plugins, automation | Use this when you want an agent runtime you can shape with local skills, plugins, and workspace-level behavior. Start with the docs, install the minimum useful setup, then add one skill only after you understand its file access and commands. |
| Hermes Agent | Open-source agent | Nous Research | Advanced | hermes, nous research, agent harness, memory, self-improving skills, personal agent | Use this when persistent memory, skill creation from completed tasks, and remote agent operation matter more than a simple chat UI. Read the README, run it in a contained environment, and test one recurring workflow before trusting broader memory. |
| Mission Control | Open-source dashboard | Builderz Labs | Intermediate to advanced | mission control, agent orchestration, multi-agent workflows, dashboard, cost tracking | Use this when the hard part is seeing, assigning, and coordinating agent work rather than writing another prompt. Run it locally, connect one low-risk agent workflow, and validate task state, cost tracking, and review behavior. |
| Mission Control AI | Preconfigured AI workers | Mission Control AI | Business to enterprise | mission control ai, ai workers, synthetic labor, sops, governance, enterprise automation | Use this when you want role-specific AI workers with SOPs, integrations, and governance policies already built in. Map one operational process, identify data and approval boundaries, and evaluate whether a prebuilt worker fits before building custom agents. |
| Lindy | AI executive assistant | Lindy | Beginner to intermediate | lindy, ai assistant, email, calendar, meetings, integrations, workflow automation | Use this when the job is business admin across apps rather than custom coding or local agent infrastructure. Build one assistant for a narrow workflow such as meeting follow-up, scheduling, or inbox triage with human approval. |
| Viktor | Slack and Teams AI employee | Viktor | Business to enterprise | viktor, ai coworker, slack, microsoft teams, reports, dashboards, campaigns, integrations | Use this when the adoption surface should be chat-native and team-facing rather than a separate automation builder. Pick one team workflow, define who approves outputs, and measure whether Viktor saves time without creating review burden. |
| VIKTOR.AI | AI-powered engineering apps and agents | VIKTOR.AI | Intermediate to enterprise | viktor.ai, engineering automation, ai agents, workflow apps, domain tools | Use this when the agent problem is domain engineering workflow automation, not general business admin. Find a repeatable engineering calculation, review, or reporting workflow and evaluate whether a domain app is safer than a general agent. |
| Initial Commit | Newsletter | Josh Pigford | Beginner to intermediate | Founder workflows, Product ops, Automation | Use this when you want Josh Pigford's material for founder workflows and related AI skills. |
| Builder Methods | Newsletter | Brian Casel | Beginner to intermediate | Founder workflows, Systems, Automation | Use this when you want Brian Casel's material for founder workflows and related AI skills. |
| Become an AI Powered Product Leader | Course | Peter Yang | Intermediate | Product strategy, Writing, AI adoption | Use this when you want Peter Yang's material for product strategy and related AI skills. |
| How I AI | Newsletter series | Lenny Rachitsky | Beginner to intermediate | Product, Growth, Team adoption | Use this when you want Lenny Rachitsky's material for product and related AI skills. |
| One Useful Thing | Newsletter | Ethan Mollick | Beginner to advanced | AI literacy, Workplace adoption, Strategy | Use this when you want Ethan Mollick's material for ai literacy and related AI skills. |
| AI Engineer | Conference talks | Swyx | Intermediate to advanced | AI engineering, Agents, Developer tools | Use this when you want Swyx's material for ai engineering and related AI skills. |
| DeepLearning.AI Short Courses | Short courses | Andrew Ng | Beginner to advanced | Prompting, Agents, RAG, ML foundations | Use this when you want Andrew Ng's material for prompting and related AI skills. |
| fast.ai | Free course | Jeremy Howard | Intermediate | Deep learning, PyTorch, Model training | Use this when you want Jeremy Howard's material for deep learning and related AI skills. |
| fast.ai | Courses | Rachel Thomas | Beginner to intermediate | Practical ML, Ethics, Education | Use this when you want Rachel Thomas's material for practical ml and related AI skills. |
| Neural Networks: Zero to Hero | YouTube course | Andrej Karpathy | Intermediate | Neural networks, Backprop, LLM internals | Use this when you want Andrej Karpathy's material for neural networks and related AI skills. |
| Simon Willison on LLMs | Blog | Simon Willison | Beginner to advanced | LLM tools, Prompting, AI safety, Local models, Model selection | Use this when you want Simon Willison's material for llm tools and related AI skills. |
| Instructor | Docs | Jason Liu | Intermediate | Structured outputs, Extraction, RAG | Use this when you want Jason Liu's material for structured outputs and related AI skills. |
| Hamel's AI evals guides | Guides | Hamel Husain | Intermediate to advanced | Evals, RAG, LLM product quality | Use this when you want Hamel Husain's material for evals and related AI skills. |
| AI Evals for Engineers and PMs | Course | Shreya Shankar | Intermediate | Evals, LLM reliability, Product quality | Use this when you want Shreya Shankar's material for evals and related AI skills. |
| AI Engineering | Book | Chip Huyen | Intermediate to advanced | AI engineering, Systems, Production ML | Use this when you want Chip Huyen's material for ai engineering and related AI skills. |
| Learn Prompting | Free guide | Sander Schulhoff | Beginner to intermediate | Prompting, AI literacy, Security | Use this when you want Sander Schulhoff's material for prompting and related AI skills. |
| DAIR.AI Prompt Engineering Guide | Guide | Elvis Saravia | Beginner to advanced | Prompting, RAG, Reasoning, Agents | Use this when you want Elvis Saravia's material for prompting and related AI skills. |
| Eugene Yan | Essays | Eugene Yan | Intermediate to advanced | Applied ML, Recommenders, LLM systems | Use this when you want Eugene Yan's material for applied ml and related AI skills. |
| RLHF Book | Book | Nathan Lambert | Advanced | RLHF, Post-training, Alignment | Use this when you want Nathan Lambert's material for rlhf and related AI skills. |
| Build a Large Language Model From Scratch | Book | Sebastian Raschka | Intermediate | LLM internals, PyTorch, Model training | Use this when you want Sebastian Raschka's material for llm internals and related AI skills. |
| The Illustrated Transformer | Visual essays | Jay Alammar | Beginner to intermediate | Transformers, Embeddings, LLM concepts | Use this when you want Jay Alammar's material for transformers and related AI skills. |
| Lilian Weng's AI posts | Technical essays | Lilian Weng | Advanced | Agents, RAG, ML research | Use this when you want Lilian Weng's material for agents and related AI skills. |
| AI Engineering resources | Newsletter | Addy Osmani | Beginner to intermediate | AI coding, Engineering workflows, Frontend | Use this when you want Addy Osmani's material for ai coding and related AI skills. |
| AI Hero | Free tutorials | Matt Pocock | Beginner to advanced | AI coding, Claude Skills, Agentic workflows, AI SDK, MCP, LLM fundamentals, Personalized learning | Use this when you want Matt Pocock's material for ai coding and related AI skills. |
| Latent Space | Podcast | Latent Space | Intermediate to advanced | AI engineering, Industry context, Model ecosystem | Use this when you want Latent Space's material for ai engineering and related AI skills. |
| Cohere For AI | Research | Cohere For AI | Advanced | NLP research, Open models, Multilingual AI | Use this when you want Cohere For AI's material for nlp research and related AI skills. |
| Craig Hewitt and 100 Days of AI | Website | Craig Hewitt | Beginner to intermediate | AI leadership, Founder workflows, Business systems, Automation | Use this when you want Craig Hewitt's material for ai leadership and related AI skills. |
| AI Automation Society | Community | Nate Herk | Beginner to intermediate | AI automation, n8n, Business workflows, AI operating systems | Use this when you want Nate Herk's material for ai automation and related AI skills. |
| AI Automation Agency Hub | Community | Liam Ottley | Beginner to intermediate | AI agencies, Client acquisition, Automation offers, Business systems | Use this when you want Liam Ottley's material for ai agencies and related AI skills. |
| AI Automations by Jack | Community | Jack Roberts | Beginner to intermediate | AI automation, Claude Code, Client workflows, AI services | Use this when you want Jack Roberts's material for ai automation and related AI skills. |
| ChatGPT Users | Community | Jason West | Beginner to intermediate | ChatGPT, Business prompts, Decision support, Client workflows | Use this when you want Jason West's material for chatgpt and related AI skills. |
| The AI Advantage | Community | Igor Pogany | Beginner to intermediate | AI productivity, ChatGPT, Business workflows, Prompting | Use this when you want Igor Pogany's material for ai productivity and related AI skills. |
| The AI Advantage | Community | Tony Robbins | Beginner to intermediate | AI productivity, Business growth, Mindset, Prompting | Use this when you want Tony Robbins's material for ai productivity and related AI skills. |
| The AI Advantage | Community | Dean Graziosi | Beginner to intermediate | AI productivity, Creator businesses, Offers, Business workflows | Use this when you want Dean Graziosi's material for ai productivity and related AI skills. |
| AI Marketing Insiders | Community | Bryan Zimmerman | Beginner to intermediate | AI marketing, Campaign systems, Content workflows, Customer acquisition | Use this when you want Bryan Zimmerman's material for ai marketing and related AI skills. |
| The AI Marketing School | Community | Dr. Tomayia Colvin | Beginner to intermediate | AI marketing, Canva, Flyers, Client attraction | Use this when you want Dr. Tomayia Colvin's material for ai marketing and related AI skills. |
| AI Automation Mastermind | Community | Paul Caruana | Beginner to intermediate | AI automation, Operations, Efficiency, Small business workflows | Use this when you want Paul Caruana's material for ai automation and related AI skills. |
| AI Operators Club | Community | AI Operators Club | Beginner to intermediate | AI operations, Claude, GoHighLevel, Automation, Business systems | Use this when you want AI Operators Club's material for ai operations and related AI skills. |
| AI Automation Circle | Community | AI Automation Circle | Beginner to intermediate | AI automation, Live hotseats, Client systems, Workflow support | Use this when you want AI Automation Circle's material for ai automation and related AI skills. |
| AI Coaching Advantage | Community | AI Coaching Advantage | Beginner to intermediate | AI coaching workflows, Client operations, Files, Email drafts, Business organization | Use this when you want AI Coaching Advantage's material for ai coaching workflows and related AI skills. |
| School of AI Automation | Community | School of AI Automation | Beginner to intermediate | AI agents, Client acquisition, Templates, Automation systems | Use this when you want School of AI Automation's material for ai agents and related AI skills. |
| The AI Income Lab | Community | The AI Income Lab | Beginner to intermediate | AI income, Business systems, No-code AI, Automation | Use this when you want The AI Income Lab's material for ai income and related AI skills. |
| AI Video Bootcamp | Community | Daniel Riley | Beginner to intermediate | AI video, AI avatars, UGC ads, Creative workflows | Use this when you want Daniel Riley's material for ai video and related AI skills. |
| Creator Academy AI | Community | Faisal Khan | Beginner to intermediate | AI video, AI image creation, UGC ads, AI influencers | Use this when you want Faisal Khan's material for ai video and related AI skills. |
| AI Creator Academy by DCT | Community | Mesha Bazemore | Beginner to intermediate | AI creator skills, Digital products, AI art, Canva, Side hustles | Use this when you want Mesha Bazemore's material for ai creator skills and related AI skills. |
| AI Systemizers | Community | Vianney Wilson | Beginner to intermediate | Business systems, AI automation, Sales systems, Founder freedom | Use this when you want Vianney Wilson's material for business systems and related AI skills. |
| Club Jam AI for Entrepreneurs | Community | Jam Anderson | Beginner to intermediate | ChatGPT, Claude, AI agents, Small business AI | Use this when you want Jam Anderson's material for chatgpt and related AI skills. |
| The AI Founder's Vault+ | Community | Johnny Nel | Beginner to intermediate | Plug-and-play AI, Founder tools, Templates, CRM workflows | Use this when you want Johnny Nel's material for plug-and-play ai and related AI skills. |
| ship - mobile app founders | Community | Eldar Agayev | Beginner to intermediate | AI app building, Vibe coding, Mobile apps, Launch strategy | Use this when you want Eldar Agayev's material for ai app building and related AI skills. |
| AI Founders Labs | Community | James Wild | Beginner to intermediate | AI agents, Ready-made projects, Dashboards, Prompts | Use this when you want James Wild's material for ai agents and related AI skills. |
| AI Creators Academy | Community | Markens Castelly | Beginner to intermediate | AI creator workflows, Digital products, Mindset, Content | Use this when you want Markens Castelly's material for ai creator workflows and related AI skills. |
| Valdo AI prompts and GPTs | Community | Valdo AI | Beginner to intermediate | AI prompts, Custom GPTs, Notion workflows, Growth systems | Use this when you want Valdo AI's material for ai prompts and related AI skills. |
| AI App Founders | Community | Darius Mora | Beginner to intermediate | AI app building, No-code apps, App Store launch, Revenue strategy | Use this when you want Darius Mora's material for ai app building and related AI skills. |
| Free AI Creator Academy | Community | The Clueless Aigency | Beginner to intermediate | AI avatars, AI influencers, Creative strategy, Digital identities | Use this when you want The Clueless Aigency's material for ai avatars and related AI skills. |
| AI Marketing Hub | Community | AI Marketing Hub | Beginner to intermediate | AI marketing, SEO, Content workflows, Campaign ideas | Use this when you want AI Marketing Hub's material for ai marketing and related AI skills. |
| Solopreneur Unleash AI Marketing | Community | Solopreneur Unleash AI Marketing | Beginner to intermediate | AI marketing, Prompt libraries, Creative assets, Measurement | Use this when you want Solopreneur Unleash AI Marketing's material for ai marketing and related AI skills. |
| Stock Image AI Prompt Lab | Community | Stock Image AI Prompt Lab | Beginner to intermediate | AI image prompts, Stock images, Commercial creative workflows | Use this when you want Stock Image AI Prompt Lab's material for ai image prompts and related AI skills. |
| Online Business Mastery | Community | Online Business Mastery | Beginner to intermediate | ChatGPT for business, VA workflows, Business audits, Templates | Use this when you want Online Business Mastery's material for chatgpt for business and related AI skills. |
| The AI-Driven Business Summit | Community | The AI-Driven Business Summit | Beginner to intermediate | AI business, Skool growth, Community monetization, AI tools | Use this when you want The AI-Driven Business Summit's material for ai business and related AI skills. |
| AskSpot.ai User Community | Community | AskSpot.ai User Community | Beginner to intermediate | AI assistants, Customer support, Training videos, Tool adoption | Use this when you want AskSpot.ai User Community's material for ai assistants and related AI skills. |
| AI Simple | Community | AI Simple | Beginner to intermediate | AI implementation, Business clarity, Team workflows, Prompting | Use this when you want AI Simple's material for ai implementation and related AI skills. |
| The Stoa of AI | Community | The Stoa of AI | Beginner to intermediate | AI strategy, AI assistants, Business tools, Cost reduction | Use this when you want The Stoa of AI's material for ai strategy and related AI skills. |
| AI Content Creators | Community | AI Content Creators | Beginner to intermediate | AI content, Images, Videos, Voice cloning, Monetization | Use this when you want AI Content Creators's material for ai content and related AI skills. |
| The Active Income Network | Community | The Active Income Network | Beginner to intermediate | AI business, Offer validation, Lead generation, Sales outreach | Use this when you want The Active Income Network's material for ai business and related AI skills. |
| Luv2Learn AI Lab | Community | Luv2Learn AI Lab | Beginner to intermediate | AI music, Suno, Creative prompts, Digital products | Use this when you want Luv2Learn AI Lab's material for ai music and related AI skills. |
| AI for Business | Community | AI for Business | Beginner to intermediate | AI for business, Automation, Marketing systems, Community learning | Use this when you want AI for Business's material for ai for business and related AI skills. |
| AI Video Creators Community | Community | AI Video Creators Community | Beginner to intermediate | AI video, AI avatars, UGC ads, Content monetization | Use this when you want AI Video Creators Community's material for ai video and related AI skills. |
| Zero To Founder | Community | Tom Bilyeu | Beginner to intermediate | Entrepreneurship, AI prompts, Business launch, Founder mindset | Use this when you want Tom Bilyeu's material for entrepreneurship and related AI skills. |
| Corey Ganim | YouTube | Corey Ganim | Beginner to intermediate | AI for entrepreneurs, Ecommerce workflows, Business automation, Operator interviews | Use this when you want Corey Ganim's material for ai for entrepreneurs and related AI skills. |
| The AI Automators | YouTube tutorials | The AI Automators | Beginner to intermediate | AI automation, Workflow tools, Business systems, Tool integrations | Use this when you want The AI Automators's material for ai automation and related AI skills. |
| Nick Saraev | YouTube | Nick Saraev | Beginner to intermediate | AI agencies, Automation, No-code tools, Business workflows | Use this when you want Nick Saraev's material for ai agencies and related AI skills. |
| Connor Cahill | YouTube | Connor Cahill | Beginner to intermediate | AI agencies, Automation, Client offers, No-code systems | Use this when you want Connor Cahill's material for ai agencies and related AI skills. |
| Serge Gatari | YouTube | Serge Gatari | Beginner to intermediate | AI consulting, Agency systems, Sales, Automation | Use this when you want Serge Gatari's material for ai consulting and related AI skills. |
| Michele Torti | YouTube | Michele Torti | Beginner to intermediate | AI business, Automation, Freelancing, Client workflows | Use this when you want Michele Torti's material for ai business and related AI skills. |
| Riley Brown | YouTube | Riley Brown | Beginner to intermediate | AI app building, No-code AI, AI tools, Rapid prototyping | Use this when you want Riley Brown's material for ai app building and related AI skills. |
| Brett Malinowski | YouTube | Brett Malinowski | Beginner to intermediate | AI tools, No-code apps, Automation, Business ideas | Use this when you want Brett Malinowski's material for ai tools and related AI skills. |
| Alex Finn | YouTube | Alex Finn | Beginner to intermediate | AI content, Personal brand workflows, Writing with AI, Social growth | Use this when you want Alex Finn's material for ai content and related AI skills. |
| EasyGen and AI content workflows | Ruben Hassid | Beginner to intermediate | AI writing, LinkedIn content, Personal branding, Content systems | Use this when you want Ruben Hassid's material for ai writing and related AI skills. | |
| Pietro's AI Substack | Substack | Pietro Montaldo | Beginner to intermediate | Claude Skills, Claude Code, AI workflows, Business automation | Use this when you want Pietro Montaldo's material for claude skills and related AI skills. |
| Rob Lennon AI writing | Newsletter | Rob Lennon | Beginner to intermediate | AI writing, Prompting, Content systems, Creator workflows | Use this when you want Rob Lennon's material for ai writing and related AI skills. |
| Ship 30 for 30 and AI writing workflows | Cohort course | Dickie Bush | Beginner to intermediate | Writing with AI, Content strategy, Audience building, Digital writing | Use this when you want Dickie Bush's material for writing with ai and related AI skills. |
| Typeshare and digital writing | Writing platform | Nicolas Cole | Beginner to intermediate | AI-assisted writing, Content systems, Personal brand, Idea development | Use this when you want Nicolas Cole's material for ai-assisted writing and related AI skills. |
| The Saturday Solopreneur | Newsletter | Justin Welsh | Beginner to intermediate | Solopreneur systems, Content workflows, AI-assisted operations, Audience growth | Use this when you want Justin Welsh's material for solopreneur systems and related AI skills. |
| Aadit Sheth AI workflows | Newsletter | Aadit Sheth | Beginner to intermediate | AI productivity, Creator workflows, Prompting, Systems | Use this when you want Aadit Sheth's material for ai productivity and related AI skills. |
| Phil Pallen AI for branding | YouTube | Phil Pallen | Beginner to intermediate | AI branding, Content creation, Canva, Marketing | Use this when you want Phil Pallen's material for ai branding and related AI skills. |
| AI InnoVision | Summits | Alicia Lyttle | Beginner to intermediate | AI business, Prompting, Productivity, Marketing workflows | Use this when you want Alicia Lyttle's material for ai business and related AI skills. |
| Allie K. Miller AI education | Keynotes | Allie K. Miller | Beginner to intermediate | AI strategy, AI literacy, Leadership, Business adoption | Use this when you want Allie K. Miller's material for ai strategy and related AI skills. |
| The AI Exchange | Courses | Rachel Woods | Beginner to intermediate | AI literacy, Productivity, Workflow design, Team training | Use this when you want Rachel Woods's material for ai literacy and related AI skills. |
| Marketing AI Institute | Institute | Paul Roetzer | Beginner to intermediate | AI marketing, Marketing strategy, AI adoption, Responsible AI | Use this when you want Paul Roetzer's material for ai marketing and related AI skills. |
| Marketing AI Institute | Articles | Mike Kaput | Beginner to intermediate | AI marketing, Content strategy, AI news, Adoption | Use this when you want Mike Kaput's material for ai marketing and related AI skills. |
| Trust Insights | Blog | Christopher Penn | Beginner to intermediate | AI marketing analytics, Prompting, Data strategy, Measurement | Use this when you want Christopher Penn's material for ai marketing analytics and related AI skills. |
| AI marketing and growth systems | Newsletter | Kieran Flanagan | Beginner to intermediate | AI marketing, Growth systems, Content strategy, AI adoption | Use this when you want Kieran Flanagan's material for ai marketing and related AI skills. |
| Late Checkout and Startup Ideas | Newsletter | Greg Isenberg | Beginner to intermediate | AI business ideas, Community-led products, No-code prototypes, Founder workflows | Use this when you want Greg Isenberg's material for ai business ideas and related AI skills. |
| The Rundown AI | Newsletter | Rowan Cheung | Beginner to intermediate | AI news, Tool discovery, Beginner AI workflows, Prompting | Use this when you want Rowan Cheung's material for ai news and related AI skills. |
| Superhuman AI | Newsletter | Zain Kahn | Beginner to intermediate | AI productivity, Tool discovery, Business workflows, Prompting | Use this when you want Zain Kahn's material for ai productivity and related AI skills. |
| Wonder Tools | Newsletter | Jeremy Caplan | Beginner to intermediate | AI tools, Productivity, Creative workflows, Teaching | Use this when you want Jeremy Caplan's material for ai tools and related AI skills. |
| AI Mindset and NYU Stern | Newsletter | Conor Grennan | Beginner to intermediate | AI literacy, Prompting, Workplace adoption, AI mindset | Use this when you want Conor Grennan's material for ai literacy and related AI skills. |
| Bernard Marr AI strategy | Books | Bernard Marr | Beginner to intermediate | AI strategy, Business transformation, Future of work, AI use cases | Use this when you want Bernard Marr's material for ai strategy and related AI skills. |
| Josh Cavalier AI for education | Courses | Josh Cavalier | Beginner to intermediate | AI for education, Instructional design, Training workflows, Prompting | Use this when you want Josh Cavalier's material for ai for education and related AI skills. |
| The Sensible AI Manifesto | Books | Dave Birss | Beginner to intermediate | Creative AI, Prompting, Business creativity, Practical AI | Use this when you want Dave Birss's material for creative ai and related AI skills. |
| Intelligent Automation | Books | Pascal Bornet | Beginner to intermediate | Intelligent automation, AI strategy, Process improvement, Future of work | Use this when you want Pascal Bornet's material for intelligent automation and related AI skills. |
| Marketing and AI keynotes | Keynotes | Andrew Davis | Beginner to intermediate | AI marketing, Storytelling, Content strategy, Customer experience | Use this when you want Andrew Davis's material for ai marketing and related AI skills. |
| Foundation Marketing | Newsletter | Ross Simmonds | Beginner to intermediate | AI content marketing, Distribution, SEO, Content systems | Use this when you want Ross Simmonds's material for ai content marketing and related AI skills. |
| Orbit Media | Blog | Andy Crestodina | Beginner to intermediate | AI content, SEO, Analytics, Website optimization | Use this when you want Andy Crestodina's material for ai content and related AI skills. |
| LearningSEO.io and SEOFOMO | Guides | Aleyda Solis | Beginner to intermediate | AI SEO, Search strategy, Content optimization, Technical SEO basics | Use this when you want Aleyda Solis's material for ai seo and related AI skills. |
| Growth Memo | Newsletter | Kevin Indig | Beginner to intermediate | AI search, SEO strategy, Growth, Content systems | Use this when you want Kevin Indig's material for ai search and related AI skills. |
| Product-Led SEO | Book | Eli Schwartz | Beginner to intermediate | AI SEO, Organic growth, Search strategy, Product-led content | Use this when you want Eli Schwartz's material for ai seo and related AI skills. |
| SparkToro and content marketing | Blog | Amanda Natividad | Beginner to intermediate | Audience research, AI content, Marketing strategy, Zero-click content | Use this when you want Amanda Natividad's material for audience research and related AI skills. |
| SparkToro | Blog | Rand Fishkin | Beginner to intermediate | AI search, Audience research, Marketing strategy, Content quality | Use this when you want Rand Fishkin's material for ai search and related AI skills. |
| Email marketing and AI workflows | Newsletter | Chase Dimond | Beginner to intermediate | AI email marketing, Lifecycle campaigns, Copywriting, Ecommerce | Use this when you want Chase Dimond's material for ai email marketing and related AI skills. |
| Copy Posse | YouTube | Alex Cattoni | Beginner to intermediate | AI copywriting, Sales pages, Email copy, Creative writing workflows | Use this when you want Alex Cattoni's material for ai copywriting and related AI skills. |
| Copywriting Course | Course | Neville Medhora | Beginner to intermediate | AI copywriting, Prompts, Sales copy, Content ideas | Use this when you want Neville Medhora's material for ai copywriting and related AI skills. |
| Copyhackers | Courses | Joanna Wiebe | Beginner to intermediate | AI copywriting, Conversion copy, Customer research, Messaging | Use this when you want Joanna Wiebe's material for ai copywriting and related AI skills. |
| The Recipe for SEO Success | Courses | Kate Toon | Beginner to intermediate | AI SEO, Small business content, Copywriting, Search basics | Use this when you want Kate Toon's material for ai seo and related AI skills. |
| Authentic Business and AI | Courses | George Kao | Beginner to intermediate | AI content, Authentic marketing, Creator systems, Business workflows | Use this when you want George Kao's material for ai content and related AI skills. |
| Smart Passive Income | Podcast | Pat Flynn | Beginner to intermediate | AI for creators, Online business, Podcasting, Audience building | Use this when you want Pat Flynn's material for ai for creators and related AI skills. |
| Awesome Creator Academy | YouTube | Roberto Blake | Beginner to intermediate | AI creator tools, Content systems, YouTube workflows, Creator business | Use this when you want Roberto Blake's material for ai creator tools and related AI skills. |
| Freelance Friday | YouTube | Latasha James | Beginner to intermediate | AI social media, Freelance workflows, Client content, Marketing systems | Use this when you want Latasha James's material for ai social media and related AI skills. |
| Creator Wizard | Newsletter | Justin Moore | Beginner to intermediate | AI sponsorship workflows, Creator business, Pitching, Negotiation | Use this when you want Justin Moore's material for ai sponsorship workflows and related AI skills. |
| Wes McDowell | YouTube | Wes McDowell | Beginner to intermediate | AI website marketing, Lead generation, Copywriting, Business websites | Use this when you want Wes McDowell's material for ai website marketing and related AI skills. |
| Wes Roth AI news | YouTube | Wes Roth | Beginner to intermediate | AI news, Tool discovery, AI strategy, Model awareness | Use this when you want Wes Roth's material for ai news and related AI skills. |
| AI Explore | YouTube | Brian Sykes | Beginner to intermediate | AI tools, Creative AI, Productivity, Prompting | Use this when you want Brian Sykes's material for ai tools and related AI skills. |
| Kevin Stratvert | YouTube tutorials | Kevin Stratvert | Beginner to intermediate | AI productivity, Microsoft Copilot, Office workflows, Beginner tutorials | Use this when you want Kevin Stratvert's material for ai productivity and related AI skills. |
| Social Media Examiner | Podcast | Michael Stelzner | Beginner to intermediate | AI social media, Marketing strategy, Content workflows, Adoption | Use this when you want Michael Stelzner's material for ai social media and related AI skills. |
| Mari Smith | Courses | Mari Smith | Beginner to intermediate | AI social media, Facebook marketing, Content strategy, Community | Use this when you want Mari Smith's material for ai social media and related AI skills. |
| Trust Insights | Newsletter | Katie Robbert | Beginner to intermediate | AI strategy, Change management, Marketing analytics, Responsible AI | Use this when you want Katie Robbert's material for ai strategy and related AI skills. |
| Your Nerdy Best Friend | Keynotes | Beth Ziesenis | Beginner to intermediate | AI productivity, Workplace tools, Non-technical training, Practical apps | Use this when you want Beth Ziesenis's material for ai productivity and related AI skills. |
| BombBomb and human-centered AI communication | Blog | Ethan Beute | Beginner to intermediate | AI communication, Video messaging, Sales workflows, Customer experience | Use this when you want Ethan Beute's material for ai communication and related AI skills. |
| Allie K. Miller on Maven | Maven cohort course | AI for Business Leaders | Beginner to intermediate | AI leadership, AI strategy, Team adoption, Business transformation | Use this when you want AI for Business Leaders's material for ai leadership and related AI skills. |
| Blake Emal on Maven | Maven cohort course | AI Marketing 101 | Beginner to intermediate | AI marketing, Marketing automation, Context workflows, Campaign operations | Use this when you want AI Marketing 101's material for ai marketing and related AI skills. |
| Practical Tech for PMs on Maven | Maven cohort course | Claude Code and Tech Foundations for Product Managers | Beginner to intermediate | Claude Code, Technical foundations, AI product work, PM workflows | Use this when you want Claude Code and Tech Foundations for Product Managers's material for claude code and related AI skills. |
| Lena Shakurova on Maven | Maven cohort course | AI Automation for Business Leaders and Operations Managers | Beginner to intermediate | AI automation, Operations, Process audits, Delegation | Use this when you want AI Automation for Business Leaders and Operations Managers's material for ai automation and related AI skills. |
| Mahesh Yadav on Maven | Maven certification | Agentic AI Product Management Certification | Beginner to intermediate | Agentic AI, Product management, Claude Code, AI product workflows | Use this when you want Agentic AI Product Management Certification's material for agentic ai and related AI skills. |
| Rachel Wells on Maven | Maven cohort course | Use AI To Make Money And Start Your Business In 30 Days | Beginner to intermediate | AI business, Income ideas, No-code AI, Entrepreneurship | Use this when you want Use AI To Make Money And Start Your Business In 30 Days's material for ai business and related AI skills. |
| Linda Mutricy on Maven | Maven cohort course | AI Automation Bootcamp for Operations Leaders | Beginner to intermediate | AI automation, Operations workflows, AI agents, No-code automation | Use this when you want AI Automation Bootcamp for Operations Leaders's material for ai automation and related AI skills. |
| Hamza Farooq on Maven | Maven cohort course | Agentic AI for Product Managers | Beginner to intermediate | Agentic AI, AI product strategy, Evals, Production AI | Use this when you want Agentic AI for Product Managers's material for agentic ai and related AI skills. |
| Josh Bermejo on Maven | Maven lightning lesson | Create Your Go To Market Strategy With AI | Beginner to intermediate | AI go-to-market, Positioning, Strategy, B2B marketing | Use this when you want Create Your Go To Market Strategy With AI's material for ai go-to-market and related AI skills. |
| Matt Burton on Maven | Maven cohort course | AI Mastery for Business Leaders | Beginner to intermediate | AI leadership, Assistants, Avatars, Automations, Agents | Use this when you want AI Mastery for Business Leaders's material for ai leadership and related AI skills. |
| Marily Nika on Maven | Maven bootcamp | AI Product Management Bootcamp and Certification | Beginner to intermediate | AI product management, AI product sense, PM artifacts, AI literacy | Use this when you want AI Product Management Bootcamp and Certification's material for ai product management and related AI skills. |
| Faststart on Maven | Maven cohort course | Start a Business While Employed using ChatGPT | Beginner to intermediate | ChatGPT, Business planning, Market research, Sales funnels | Use this when you want Start a Business While Employed using ChatGPT's material for chatgpt and related AI skills. |
| Almira Roldan and Leah Manoni on Maven | Maven cohort course | AI Automations Masterclass | Beginner to intermediate | n8n, No-code AI, Workflow automation, AI automations | Use this when you want AI Automations Masterclass's material for n8n and related AI skills. |
| Ashley Gross on Maven | Maven cohort course | Build a Business with AI in 10 Days | Beginner to intermediate | AI business, Idea validation, Business planning, AI marketing | Use this when you want Build a Business with AI in 10 Days's material for ai business and related AI skills. |
| Max Haining on Maven | Maven lightning lesson | Creating Automations with AI | Beginner to intermediate | No-code AI, Zapier, Automation, Productivity | Use this when you want Creating Automations with AI's material for no-code ai and related AI skills. |
| James Gray on Maven | Maven cohort course | Hands-on Agentic AI for Leaders | Beginner to intermediate | Agentic AI, AI assistants, Leadership workflows, Prompt refinement | Use this when you want Hands-on Agentic AI for Leaders's material for agentic ai and related AI skills. |
| Rajesh P on Maven | Maven cohort course | AI Coding for Product Managers | Beginner to intermediate | Claude Code, AI prototyping, Product shipping, PM workflows | Use this when you want AI Coding for Product Managers's material for claude code and related AI skills. |
| Vidhi Chugh on Maven | Maven cohort course | Agentic AI for Business Leaders | Beginner to intermediate | Agentic AI, AI strategy, ROI, Opportunity prioritization | Use this when you want Agentic AI for Business Leaders's material for agentic ai and related AI skills. |
| Polly Allen on Maven | Maven cohort course | Large Language Models for Product Managers | Beginner to intermediate | LLM fundamentals, Product scoping, Stakeholder alignment, AI prototyping | Use this when you want Large Language Models for Product Managers's material for llm fundamentals and related AI skills. |
| Stephanie Nyarko on Maven | Maven lightning lesson | AI Agents with n8n: The Crash Course | Beginner to intermediate | n8n, AI agents, No-code platforms, Business automation | Use this when you want AI Agents with n8n: The Crash Course's material for n8n and related AI skills. |
| Cole Medin AI agents and local AI | YouTube tutorials | Cole Medin | Beginner to intermediate | AI agents, RAG, Local AI, n8n, Claude Code | Use this when you want Cole Medin's material for ai agents and related AI skills. |
| Forward Future | Newsletter | Matthew Berman | Beginner to intermediate | AI agents, Open-source AI, Vibe coding, MCP, AI workflows | Use this when you want Matthew Berman's material for ai agents and related AI skills. |
| PraisonAI | GitHub repo | Mervin Praison | Intermediate | AI agents, Multi-agent workflows, MCP, RAG, Open source | Use this when you want Mervin Praison's material for ai agents and related AI skills. |
| LlamaIndex | Docs | Jerry Liu | Intermediate | RAG, Agents, Document workflows, Context augmentation | Use this when you want Jerry Liu's material for rag and related AI skills. |
| StatQuest | YouTube videos | Josh Starmer | Beginner to intermediate | ML foundations, Statistics, Neural networks | Use this when you want Josh Starmer's material for ml foundations and related AI skills. |
| Learn PyTorch | Free book | Daniel Bourke | Beginner to intermediate | PyTorch, Deep learning, Computer vision | Use this when you want Daniel Bourke's material for pytorch and related AI skills. |
| Python Engineer | YouTube tutorials | Patrick Loeber | Beginner to intermediate | PyTorch, Python ML, LLM apps | Use this when you want Patrick Loeber's material for pytorch and related AI skills. |
| IBM Generative AI courses | Coursera courses | Armand Ruiz | Beginner | Generative AI basics, Prompting, Business use cases | Use this when you want Armand Ruiz's material for generative ai basics and related AI skills. |
| AI and Machine Learning for Coders | Books | Laurence Moroney | Beginner to intermediate | TensorFlow, ML foundations, Computer vision, NLP | Use this when you want Laurence Moroney's material for tensorflow and related AI skills. |
| Deep Learning with Python | Book | François Chollet | Intermediate | Keras, Deep learning, Model design | Use this when you want François Chollet's material for keras and related AI skills. |
| Hands-On Machine Learning | Book | Aurelien Geron | Beginner to intermediate | Scikit-learn, TensorFlow, ML foundations, Deep learning | Use this when you want Aurelien Geron's material for scikit-learn and related AI skills. |
| AI and language model essays | Essays | Maggie Appleton | Beginner to intermediate | AI UX, Language model interfaces, Conceptual models | Use this when you want Maggie Appleton's material for ai ux and related AI skills. |
| Linus Lee | Essays | Linus Lee | Intermediate | AI interfaces, Personal tools, LLM UX | Use this when you want Linus Lee's material for ai interfaces and related AI skills. |
| Every AI and Chain of Thought | Newsletter | Dan Shipper | Beginner to intermediate | AI workflows, Writing with AI, Business use cases | Use this when you want Dan Shipper's material for ai workflows and related AI skills. |
| Ben's Bites | Newsletter | Ben Tossell | Beginner | AI news, Tools, Workflow discovery | Use this when you want Ben Tossell's material for ai news and related AI skills. |
| The Cognitive Revolution | Podcast | Nathan Labenz | Intermediate to advanced | AI strategy, Research context, Industry understanding | Use this when you want Nathan Labenz's material for ai strategy and related AI skills. |
| The Data Exchange | Podcast | Ben Lorica | Intermediate | Data systems, ML engineering, AI trends | Use this when you want Ben Lorica's material for data systems and related AI skills. |
| LangChain and LangGraph tutorials | Notebooks | Lance Martin | Intermediate | LangGraph, Agents, RAG, LLM orchestration | Use this when you want Lance Martin's material for langgraph and related AI skills. |
| Data Independent AI tutorials | YouTube tutorials | Greg Kamradt | Beginner to intermediate | RAG, LLM apps, Prompting, Evaluation | Use this when you want Greg Kamradt's material for rag and related AI skills. |
| James Briggs AI tutorials | YouTube tutorials | James Briggs | Beginner to intermediate | Vector search, RAG, Agents, Embeddings | Use this when you want James Briggs's material for vector search and related AI skills. |
| Weaviate education videos | YouTube tutorials | Connor Shorten | Beginner to intermediate | Vector search, RAG, Hybrid search, Agents | Use this when you want Connor Shorten's material for vector search and related AI skills. |
| Sentence Transformers | Docs | Nils Reimers | Intermediate | Embeddings, Semantic search, Vector search, NLP | Use this when you want Nils Reimers's material for embeddings and related AI skills. |
| Hugging Face LLM tutorials | Tutorials | Phil Schmid | Intermediate to advanced | Open models, Fine-tuning, Deployment, Transformers | Use this when you want Phil Schmid's material for open models and related AI skills. |
| NLP with Transformers | Book | Lewis Tunstall | Intermediate | Transformers, NLP, Open models, Fine-tuning | Use this when you want Lewis Tunstall's material for transformers and related AI skills. |
| Serrano Academy | YouTube lessons | Luis Serrano | Beginner to intermediate | ML foundations, Math, Neural networks, AI foundations | Use this when you want Luis Serrano's material for ml foundations and related AI skills. |
| Brandon Rohrer ML explanations | Essays | Brandon Rohrer | Beginner to intermediate | ML foundations, Deep learning, Model intuition | Use this when you want Brandon Rohrer's material for ml foundations and related AI skills. |
| Tina Huang AI and data career videos | YouTube videos | Tina Huang | Beginner | AI literacy, Data skills, Career learning, Prompting | Use this when you want Tina Huang's material for ai literacy and related AI skills. |
| Krish Naik AI tutorials | YouTube tutorials | Krish Naik | Beginner to intermediate | Machine learning, Deep learning, LLM apps, MLOps | Use this when you want Krish Naik's material for machine learning and related AI skills. |
| Sentdex AI tutorials | YouTube tutorials | Sentdex | Beginner to intermediate | Python ML, Deep learning, Reinforcement learning, AI coding | Use this when you want Sentdex's material for python ml and related AI skills. |
| Nicholas Renotte AI tutorials | YouTube tutorials | Nicholas Renotte | Beginner to intermediate | Computer vision, LLM apps, Python ML, Deep learning | Use this when you want Nicholas Renotte's material for computer vision and related AI skills. |
| Dave Ebbelaar AI automation | YouTube tutorials | Dave Ebbelaar | Beginner to intermediate | Automation, Agents, AI workflows, No-code tools | Use this when you want Dave Ebbelaar's material for automation and related AI skills. |
| Future Tools | Tool directory | Matt Wolfe | Beginner | Tool discovery, Creative AI, AI workflows | Use this when you want Matt Wolfe's material for tool discovery and related AI skills. |
| HyperWrite and AI workflow writing | Guides | Matt Shumer | Beginner to intermediate | Prompting, Writing with AI, AI workflows | Use this when you want Matt Shumer's material for prompting and related AI skills. |
| Riley Goodside prompting examples | Examples | Riley Goodside | Intermediate | Prompting, LLM behavior, AI safety, Model limits | Use this when you want Riley Goodside's material for prompting and related AI skills. |
| OpenAI and AI engineering talks | Talks | Sean Grove | Intermediate | AI engineering, Developer tools, Agents, Structured data | Use this when you want Sean Grove's material for ai engineering and related AI skills. |