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

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• 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
• Perplexity Deep Research Workflows

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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

Inspect AI

Model and agent evaluation harness · UK AI Security Institute · Intermediate to advanced

Rigorous, reproducible model and agent capability or safety evaluations involving tools, multi-turn interaction, coding, or sandboxed environments.

evals, llm evaluation, ai quality, open-source frameworks

Harbor

Agent evaluation and optimization harness · Harbor Framework Team · Intermediate to advanced

Running coding and computer-use agents against reproducible, sandboxed task suites at local or cloud scale.

evals, llm evaluation, ai quality, benchmarks and learning resources

SWE-bench

Software-engineering agent benchmark · SWE-bench team · Intermediate to advanced

Measuring whether coding agents can resolve real GitHub issues by producing repository patches that pass executable tests.

evals, llm evaluation, ai quality, benchmarks and learning resources

Terminal-Bench

Terminal-agent benchmark · Harbor Framework and Laude Institute · Intermediate to advanced

Comparing agents on difficult, verifiable coding, systems, security, and scientific work inside sandboxed terminals.

evals, llm evaluation, ai quality, benchmarks and learning resources

Claude Sonnet 5.5 explained

Model migration explainer · Anthropic · Intermediate to advanced

Anthropic released Claude Sonnet 5.5 on September 28, 2026. Use this guide to understand the efficiency claims, breaking API changes, and a safe migration test from Sonnet 5.

claude sonnet 5.5, claude code, coding agents, model migration, adaptive thinking

Ember-1 explained

Reasoning-efficient coding model explainer · Fireworks AI · Intermediate to advanced

Fireworks released Ember-1 on September 23, 2026 as a Kimi K3-based model trained to use fewer reasoning tokens. Use this explainer to evaluate the quality, cost, latency, and context-growth claims on your own agent workload.

ember-1, kimi k3, reasoning models, reasoning tokens, cost optimization

Grok 4.7 explained

Frontier coding model launch explainer · SpaceXAI · Intermediate to advanced

SpaceXAI released Grok 4.7 on September 21, 2026 for coding, agentic tasks, and knowledge work. Use this guide to compare its task reliability and total cost with your current model.

grok 4.7, coding agents, long-running agents, model selection, evals

Union Alpha revealed as Pareto 26.9

Multi-model routing launch explainer · Unbiased · Intermediate to advanced

Union Alpha was revealed as Unbiased's Pareto 26.9 on September 17, 2026: a hosted system that routes work across several models and returns one checked answer.

pareto 26.9, union alpha, model routing, ensembles, coding agents

The Anatomy of Harness Engineering

Coding agent evaluation guide · Google Developers Blog · Intermediate to advanced

You want Google's September 9, 2026 guide to evaluating coding agents with small behavioral checks, outcome-based assertions, and batch runs that catch regressions without treating a single benchmark score as the whole story.

coding agents, evals, behavioral evaluations, regression testing, harness engineering

Claude Fable 5.1 and Claude Mythos 5.1

Model launch and safety guide · Anthropic · Advanced

You want Anthropic's September 1, 2026 model announcement covering Fable 5.1 for general availability and Mythos 5.1 for trusted-access research use.

anthropic, claude, frontier models, coding agents, ai safety

Qwen Code September 10 weekly update

Coding agent workflow release notes · Qwen · Intermediate to advanced

You want Qwen Code's September 10, 2026 update on workflow run history, agent and token observability, context-usage inspection, combining Plan with YOLO mode, and named parallel channel tasks in isolated workspaces.

qwen code, coding agents, workflow observability, context management, planning

Modernizing complex legacy code with AI agents

Agent migration case study · Mistral AI · Intermediate to advanced

You want Mistral's September 9, 2026 field report on migrating 40,000 lines of Fortran 77 to C++, including a parity harness built before migration, agent-generated documentation, planner-coder-tester-reviewer workflows, and the human checkpoints needed for maintainable results.

mistral, coding agents, legacy modernization, parity testing, agent workflows

Muse Spark 1.3

Model launch and selection guide · Meta AI · Intermediate

You are comparing frontier models for long-horizon coding or knowledge work and need Meta's September 2, 2026 release notes on Muse Spark 1.3's tool use, instruction following, user steering, multitasking, model self-awareness, and availability through Muse Code and Meta Model API.

meta, muse spark 1.3, frontier models, coding agents, long-horizon agents

How GitHub makes AI coding more cost efficient

Coding agent evaluation guide · GitHub · Intermediate to advanced

You want GitHub's September 2, 2026 evidence for measuring coding-agent efficiency across the whole task, including selective output compression, preserving useful context, benchmark regressions, and controlled production experiments.

github copilot, coding agents, context engineering, evals, cost optimization

Research acceleration: The view inside OpenAI

Research report · OpenAI · Intermediate

You want OpenAI's September 6, 2026 evidence and measurement framework for how coding agents are changing research workflows, including task delegation, parallel agent use, capability tracking, and the limits of interpreting productivity signals.

openai, codex, research agents, automated research, agent adoption

Project HydraFusion

Model orchestration research preview · GitHub · Intermediate to advanced

You want GitHub's September 4, 2026 technical explanation of runtime model orchestration for coding tasks, including plan decomposition, draft-critique-revise patterns, model cascading, evaluation design, and quality-versus-cost tradeoffs.

github copilot, model orchestration, model selection, coding agents, evals

Spec-Driven Development with Coding Agents

Short course · DeepLearning.AI · Beginner

You want a concise, hands-on course for replacing vague vibe-coding prompts with project constitutions, feature specs, plan-implement-verify loops, legacy-code workflows, and a portable custom agent skill.

coding agents, spec-driven development, agent skills, planning, verification

Designing the hf CLI for agents

Agent tooling and evaluation guide · Hugging Face · Intermediate

You want a measured guide to agent-friendly CLI design, including structured output, retry-safe commands, independent grading, and benchmarks showing where higher-level tools reduce calls and token use.

hugging face, coding agents, hf cli, evals, codex

Hugging Face Skills

Open-source skills and tutorial · Hugging Face · Intermediate to advanced

You want reusable, open-source agent skills for training, fine-tuning, evaluating, quantizing, and publishing models with Codex, Claude Code, Gemini CLI, or another skills-compatible coding agent.

hugging face, agent skills, codex, claude code, model training

Give Your Coding Agents a Memory You Own

Open-source guide and repo · Hugging Face · Intermediate

You want a September 3, 2026 walkthrough of funes, an open-source local memory layer that indexes agent traces, preserves provenance, and lets Claude Code, Codex, pi, and Hermes recall decisions across sessions and machines.

hugging face, coding agents, agent memory, codex, claude code

OpenAI Codex hooks

Coding agent guide · OpenAI · Intermediate to advanced

You need lifecycle hooks that run scripts or MCP tools around Codex sessions, prompts, tool calls, compaction, subagents, permissions, validation, logging, or persistent-memory workflows.

openai, codex, hooks, mcp, automation

Qwen Code September 3 weekly update

Coding agent release notes · Qwen · Beginner to advanced

You want Qwen's September 3, 2026 practical guide to its latest coding-agent workflows, including learning-oriented output styles, scheduled tasks, a browser terminal, safer workspace writes, skills, MCP stability, and current vision-model support.

qwen code, coding agents, output styles, scheduled tasks, web shell

GPT-6 Astra launch overview

Model launch · OpenAI · Intermediate to advanced

You want OpenAI's September 3, 2026 launch overview for GPT-6 Astra, including its rollout, computer-use and coding focus, long-context behavior, benchmark disclosures, pricing, and new Codex context-retrieval workflow.

openai, gpt-6 astra, frontier models, coding, computer use

Gemini 3.8 Flash

Model docs · Google AI for Developers · Intermediate

You need Google's official September 2, 2026 GA reference for its newest Flash model, including the stable model ID, 1M-token input window, thinking levels, multimodal inputs, tools, and production inference options.

gemini, gemini 3.8 flash, coding, autonomous agents, long context

Simon Willison on GPT-6 Astra

Model analysis · Simon Willison · Intermediate to advanced

You want a concise independent read of GPT-6 Astra's launch claims, benchmark caveats, long-context results, pricing, and early comparison with Claude Fable 5.1 and GPT-5.6 Sol.

gpt-6 astra, model selection, benchmarks, coding agents, long context