EE Solutions AI Operator's Index EE Solutions

Category

Learn & Use AI Better

Learn & Use AI Better covers 46 resources across 6 subcategories in the AI Operator's Index. It's one of 9 top-level categories EE Solutions tracks for people operating with Claude and other frontier models.

Agents & Tool Use
2 resources
Agent Skills: Equipping Agents for the Real World
Official rationale and design patterns for Skills.
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Building Effective Agents
Anthropic's foundational agent patterns.
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Context Engineering
5 resources
Chip Huyen: Generative AI Platform
Reference architecture for context, guardrails, routing, caching, observability and orchestration.
Context Engineering Cookbook
Practical context-engineering examples.
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DAIR Context Engineering Guide
A useful independent reference on building and managing high-quality context for agents.
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Effective Context Engineering for AI Agents
Anthropic engineering guidance on high-signal context.
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Eugene Yan: How to Work and Compound with AI
Practical system for context, taste, verification, delegation and closing the loop with AI.
Courses & Learning
17 resources
Anthropic Courses
Official learning material.
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Anthropic Engineering
High-signal engineering posts on Claude and agents.
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Chip Huyen: Agents
Clear framework for agent tools, planning, failure modes, evaluation and efficiency.
Cursor Agent Best Practices
Strong practical guidance for working with coding agents; many patterns transfer directly to Claude Code.
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DeepLearning.AI Courses
Large catalog of practical AI courses from leading practitioners and vendors.
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fast.ai
Practical deep learning course with a strong build-first teaching style.
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Full Stack Deep Learning
High-quality practical material on building and operating modern AI systems.
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Gemini API Cookbook
Google's practical model/API examples; useful for borrowing multimodal and agent workflow patterns.
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Hugging Face Learn
Open learning tracks covering LLMs, agents, deep RL, computer vision and more.
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OpenAI Academy
OpenAI learning hub; useful for cross-model workflow and capability references.
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OpenAI Agents SDK
Useful cross-model reference for agent orchestration, guardrails, handoffs and tracing patterns.
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OpenAI Build Skills for Codex
Cross-model reference for packaging reusable agent instructions and workflows.
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OpenAI Cookbook
Large library of practical AI implementation patterns that often transfer cleanly to Claude workflows.
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OpenAI Cookbook GitHub
Source repository for OpenAI Cookbook examples; useful when Claude needs concrete implementation patterns.
Repo75.4k stars
OpenAI Model Optimization
Useful cross-model framework for an evaluation-driven optimization cycle.
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Shreya Shankar — Research Hub
Research hub covering DocETL, EvalGen, agent-first data systems, retrieval debugging and AI data analysts.
Simon Willison: MCP in Claude and ChatGPT
Hands-on guide to connecting a custom MCP server to both Claude and ChatGPT web clients.
Models & Reasoning
2 resources
Ethan Mollick: Summer 2026 AI Guide
Current practitioner-oriented guide to choosing AI systems in the agentic era.
Nathan Lambert: 2025 Interconnects Review
Useful perspective on using Claude, ChatGPT and Gemini for different jobs and tracking the open-model ecosystem.
Official Docs & Guides
9 resources
Citations
Official citations feature docs.
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Claude
Primary Claude app.
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Claude Code Docs
Official Claude Code documentation.
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Claude Code llms.txt
AI-readable index of Claude Code docs.
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Claude Help Center
Official help and product guidance.
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Claude Platform Docs
Official developer documentation.
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How Tool Use Works
Mental model for client/server tools.
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Structured Outputs
Validated JSON and strict tool schemas.
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Tool Use with Claude
Official tool-use docs.
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Prompting
11 resources
Anthropic Frontend Aesthetic Prompting
Anthropic's focused guidance for getting less generic and more deliberate frontend design from Claude.
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Anthropic Metaprompt
Useful prompt-generation pattern.
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Claude Cookbook
Official practical examples and recipes.
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Claude Prompting Best Practices
Current official prompting guidance.
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DAIR Prompt Engineering Guide
Broad open prompt-engineering reference covering techniques, research and examples across model families.
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OpenAI Evaluation Flywheel
Concrete example of improving prompts through an evaluation flywheel.
Repo75.4k stars
OpenAI Prompt Engineering Guide
Strong cross-model prompt engineering reference; useful for comparing patterns and adapting them to Claude.
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OpenAI Prompt Optimizer
A practical reference for systematically improving prompts rather than tweaking them by feel.
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OpenAI Prompting Guide
OpenAI's current prompting reference. Useful as a second perspective on prompt structure and reusable prompts.
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OpenAI Reasoning Best Practices
Useful cross-model guidance for reasoning-oriented tasks and prompt design.
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Prompt Engineering Overview
Anthropic's prompt engineering entry point.
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