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Articles & Guides

Start here. These are straight from the source.

ResourceWhat It Is
Prompt Engineering Best PracticesOfficial guide for Claude Opus 4.6, Sonnet 4.6, Haiku 4.5. XML tags, extended thinking, examples.
Interactive Prompt Engineering Tutorial9 chapters + exercises. The best hands-on prompt engineering course.
Anthropic CoursesFull curriculum including the interactive tutorial and advanced content.
Claude CookbooksNotebooks/recipes for prompt caching, RAG, tool use, and other patterns.
Anthropic AcademyOfficial learning portal: tutorials, prompt generator, documentation.
Claude Code DocumentationFull CLI reference: skills, memory, hooks, MCP, plan mode.
How Anthropic Teams Use Claude CodeInternal practices PDF — how Anthropic’s own teams work with Claude Code.
Claude System PromptsPublished system prompts for all Claude models. Study these.

Everything Anthropic puts out, organized by channel.

ChannelURLContent
News / Bloganthropic.com/newsProduct announcements, partnerships, policy
Researchanthropic.com/researchResearch papers, technical reports, economic studies
Engineering Bloganthropic.com/engineeringEngineering deep-dives, how things are built
Alignment Sciencealignment.anthropic.comAI safety, alignment research, constitutional classifiers
Transformer Circuitstransformer-circuits.pubMechanistic interpretability research
Frontier Red Teamred.anthropic.comSecurity, biosecurity, autonomous systems risk analysis
GitHubgithub.com/anthropics73+ open-source repos, SDKs, tools, examples
ResourceAuthorWhy It Matters
Simon Willison’s WeblogSimon WillisonMost prolific practical AI blogger. Covers Claude Code extensively, writes clear explanations.
”How I Use LLMs to Help Me Write Code”Simon WillisonEssential read on practical LLM-assisted development workflow.
ClaudeLogCommunityClaude Code docs, guides, tutorials, and best practices aggregator.
One Useful ThingEthan MollickResearch-backed practical AI analysis (also a newsletter — subscribe).
ChannelFocusBest For
The AI Advantage (Igor Pogany)Applied AI workflows, automationsNo-fluff practical tool tutorials
Skill Leap AITool comparisons (GPT vs Claude vs Gemini)Understanding which tool for which job
How I AI (Claire Vo)Real professional workflowsSeeing how others integrate AI daily
DeepLearning.AI (Andrew Ng)Courses, technical foundationsStructured learning path