Search across educators, skills, and resources.

Learn first

• Codebase navigation
• Test generation
• Refactoring
• Reviewing AI output

Good matches

Swyx Simon Willison Addy Osmani Matt Pocock

Open next

• Neural Networks: Zero to Hero
• AI Skills for Real Engineers
• AI SDK v6 Crash Course
• LLM Fundamentals

Learn first

• How to structure instructions, memories, and skills
• When to use MCP servers versus retrieval or file search
• Subagents, hooks, and tool boundaries
• How to keep agent context small, relevant, and testable

Good matches

Simon Willison Matt Pocock Matthew Berman Mervin Praison

Open next

• OpenAI Cookbook
• AI Skills for Real Engineers
• AI SDK v6 Crash Course
• LLM Fundamentals

Learn first

• When to use Claude or GPT-class reasoning models for complex coding, analysis, and long-horizon agent work
• How Gemini, Llama, Mistral, Cohere, DeepSeek, Qwen, Grok, and Perplexity differ by modality, openness, retrieval, coding, and price
• Context windows, output limits, latency, pricing, tool support, and eval-based routing
• How to migrate safely when frontier model versions change

Good matches

Simon Willison Elvis Saravia AI Operators Club Jam Anderson

Open next

• OpenAI Cookbook
• Prompt Engineering Guide
• Perplexity Deep Research and Search API docs
• OpenAI background mode

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Neural Networks: Zero to Hero

Video course · Andrej Karpathy · Intermediate

You want to understand neural networks and language models from code.

model internals, neural networks, coding

AI Coding Dictionary

Dictionary · Matt Pocock · Beginner to intermediate

You want plain-English definitions for agentic coding concepts such as context windows, tools, MCP, handoffs, skills, subagents, feedback loops, and agent-ready work.

ai coding, agent vocabulary, context engineering, claude skills

Learn Anything With My /teach Skill

Guide / Claude skill · Matt Pocock · Beginner to intermediate

You want Claude to act as a personalized teacher that creates a learning mission, finds resources, generates interactive lessons, quizzes you, and keeps progress records.

claude skills, ai coding, personalized learning, interactive lessons

5 Agent Skills I Use Every Day

Guide · Matt Pocock · Intermediate

You want a practical entry point into Matt's everyday agent skills and how they fit into real software work.

claude skills, agentic workflows, ai coding, product planning

A Complete Guide To AGENTS.md

Guide · Matt Pocock · Intermediate

You want to write project instructions that help coding agents understand commands, conventions, architecture, and working boundaries.

agents.md, context engineering, ai coding, agentic workflows

How To Make Codebases AI Agents Love

Guide · Matt Pocock · Intermediate

You want to improve a codebase so AI agents can navigate it, run checks, make smaller changes, and recover from mistakes more reliably.

ai coding, agentic workflows, codebase architecture, developer tools

Essential AI Coding Feedback Loops For TypeScript Projects

Guide · Matt Pocock · Intermediate

You want TypeScript checks, tests, linters, and review loops that help agents produce better code and catch regressions quickly.

ai coding, typescript, testing, feedback loops

Real-world feature build with Claude Code: every step explained

Walkthrough · Matt Pocock · Intermediate

You want to see a real feature built with Claude Code from context gathering through implementation, verification, and iteration.

claude code, ai coding, agentic workflows, feature development

My Skill Makes Claude Code GREAT At TDD

Guide / Claude skill · Matt Pocock · Intermediate

You want an agent workflow that implements behavior with a red, green, refactor loop instead of jumping straight to broad code changes.

claude skills, tdd, ai coding, testing

Building Coding Agents with Tool Execution

Short course · DeepLearning.AI · Intermediate

You want to understand how coding agents use tools, inspect code, run commands, and iterate on software tasks.

coding agents, tool execution, developer tools, agents, ai coding

Claude Code: A Highly Agentic Coding Assistant

Short course · DeepLearning.AI · Beginner to intermediate

You want a structured Claude Code course before using it on a serious codebase.

claude code, coding agents, developer tools, ai coding, anthropic

OpenAI model guide

Model docs · OpenAI · Beginner to advanced

You need to choose between current GPT-5.6 variants, smaller GPT-5.4 variants, reasoning levels, tool support, and cost-sensitive API paths.

openai, gpt, gpt-5, reasoning models, model selection

OpenAI MCP and connectors

Guide · OpenAI · Intermediate

You need the official OpenAI path for wiring MCP servers and connectors into agent workflows instead of inventing your own tool contract.

openai, mcp, connectors, agents, tool use

OpenAI Skills

Guide · OpenAI · Intermediate

You want the official OpenAI guide for packaging reusable skills with SKILL.md manifests instead of copying long instructions into every agent session.

openai, skills, agent skills, workflows, coding agents

OpenAI Subagents

Guide · OpenAI · Intermediate to advanced

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, subagents, parallel workflows, coding agents

OpenAI Codex Prompting Guide

Guide · OpenAI · Intermediate to advanced

You want the newest OpenAI guidance for prompting Codex-style coding workflows, especially when using newer Codex models with preambles and execution phases.

codex, prompting, gpt-5.3-codex, coding agents, responses api

Codex config reference

Reference · OpenAI · Intermediate

You need the current OpenAI reference for Codex configuration files before standardizing repo settings, approvals, models, or execution behavior.

codex, config, requirements.toml, config.toml, coding agents

Using GPT-5.6

Guide · OpenAI · Intermediate

You need the current OpenAI guidance for migrating to GPT-5.6, Sol or Terra tradeoffs, prompt shape changes, and tool-heavy workflow behavior.

openai, gpt-5.6, coding, reasoning, tool use

OpenAI reasoning model guide

Guide · OpenAI · Intermediate

You need to understand when internal reasoning is useful for coding, scientific work, agents, and harder multi-step tasks.

openai, gpt, reasoning models, agents, coding

OpenAI tools guide

Guide · OpenAI · Intermediate

You need the official overview of built-in tools before deciding between plain model calls, retrieval, web search, or computer-use workflows.

openai, tools, agent workflows, file search, web search

OpenAI Agents SDK

Guide · OpenAI · Intermediate

You are moving past one-off calls and need application-owned orchestration, tools, approvals, and state.

openai, agents, tool use, orchestration, state

Claude Code agent teams

Guide · Anthropic · Intermediate to advanced

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, claude code, agent teams, multi-agent, coding agents

Meet the Claude models

Model guide · Anthropic · Intermediate

You want Anthropic's current learner-facing overview of the Claude lineup before changing long-running agent, coding, or enterprise research workflows.

anthropic, claude, sonnet 4.5, opus 4.6, haiku 4.5

What's new in Claude Opus 4.8

Release notes · Anthropic · Intermediate to advanced

You need the exact behavior, pricing, and compatibility changes in Claude Opus 4.8 before upgrading coding, tool-use, or long-context workflows.

anthropic, claude opus 4.8, release notes, coding, agents

Gemini coding agent setup

Guide · Google AI for Developers · Intermediate

You want Google's official setup path for Gemini-driven coding-agent workflows, Gemini Docs MCP, and skills rather than generic prompt advice.

gemini, coding agents, developer tools, mcp, workflow setup

Gemini Agents Overview

Guide · Google AI for Developers · Intermediate

You want the official overview of Gemini managed agents, sandbox behavior, and when to use agent workflows instead of plain model calls.

gemini, agents, interactions api, deep research, coding agents

Gemini Hooks

Guide · Google AI for Developers · Intermediate to advanced

You want Google's official guide for running scripts or HTTP checks before or after an agent executes code or modifies files.

gemini, hooks, coding agents, guardrails, automation

Mistral models overview

Model docs · Mistral AI · Beginner to advanced

You need to compare current Mistral families such as Devstral, Magistral, Voxtral, OCR, and general-purpose models.

mistral, open models, commercial models, model selection, coding

DeepSeek API docs

API docs · DeepSeek · Beginner to advanced

You need first-call examples, OpenAI-compatible API usage, and current migration notes for DeepSeek models.

deepseek, reasoning models, coding models, openai compatible, api examples

DeepSeek models and pricing

Model docs · DeepSeek · Beginner to advanced

You need current DeepSeek model names, pricing, and deprecation notes before building against the API.

deepseek, reasoning models, pricing, model deprecations, model selection

DeepSeek Chat and Reasoner alias migration

Migration note · DeepSeek · Intermediate

You need to know that `deepseek-chat` and `deepseek-reasoner` are temporary aliases mapped to DeepSeek V4 Flash modes and scheduled for deprecation.

deepseek, model aliases, deepseek-v4-flash, migrations, reasoning models

Qwen API platform

API docs · Qwen · Beginner to advanced

You need official Qwen model-family context, deployment docs, and quickstarts before choosing a hosted or local workflow.

qwen, open models, multilingual, coding models, agent models

xAI Grok models

Model docs · xAI · Beginner to advanced

You need the official Grok model chooser for chat, coding, image, video, and voice workflows, plus aliasing and dated release details.

xai, grok, reasoning models, coding models, image models

OpenRouter Pareto Router

Guide · OpenRouter · Intermediate to advanced

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, pareto router, routing, latency, cost

OpenRouter benchmarks API

API reference · OpenRouter · Intermediate

You want machine-readable benchmark data for coding, intelligence, or agentic tasks before choosing or routing across model families.

openrouter, benchmarks, model selection, coding, agentic tasks

OpenAI compare models

Model comparison · OpenAI · Beginner to advanced

You want the official side-by-side capability comparison before swapping OpenAI models in a product or coding workflow.

openai, gpt, model comparison, model selection, frontier models