prompt & context engineering: 14 curated resources

prompt & context engineering

14 resources · page 1 of 1

• Awesome Context Engineering

  by Lingrui Mei

  Awesome Context Engineering GitHub repo: survey and curated paper list on context engineering for LLMs.

  entity repo China en

• Anthropic courses

  by Anthropic

  Anthropic courses GitHub repo: notebooks on the Claude API, prompt engineering, evaluations and tool use.

  Beginner learning_resource course US en

• Bolt.new Blog: Prompting

  by StackBlitz (Bolt)

  Bolt.new blog posts tagged Prompting, with guidance on prompting the StackBlitz Bolt app builder.

  Beginner learning_resource blog US en

• GitHub Docs: Copilot prompt engineering

  by GitHub

  GitHub documentation source on prompt engineering for GitHub Copilot.

  Beginner learning_resource docs US en

• Prompt Engineering Guide (Learn Prompting)

  by Learn Prompting

  Learn Prompting's free, open-source prompt engineering guide for non-technical readers, from prompting basics to advanced techniques.

  Beginner learning_resource course US en

• Claude prompt engineering overview

  by Anthropic

  Anthropic prompt engineering overview: when prompting is the right fix, with techniques and interactive tutorials for Claude.

  Beginner–Intermediate learning_resource docs US en

• Claude prompt caching docs

  by Anthropic

  Anthropic documentation on prompt caching: caching prompt prefixes to cut cost and latency, with cache lifetimes.

  Intermediate learning_resource docs US en

• Why agents need sandboxes, not larger context windows (Glean)

  by Glean

  Glean post arguing that agents need code-execution sandboxes rather than larger context windows for data analysis.

  Intermediate learning_resource blog US en

• Context Engineering (LangChain)

  by LangChain

  LangChain post defining context engineering for agents as writing, selecting, compressing and isolating context.

  Intermediate learning_resource blog US en

• LangChain docs: Context engineering

  by LangChain

  LangChain documentation source on context engineering in agents: controlling model context, tools and state.

  Intermediate learning_resource docs US en

• Context Engineering Guide: Techniques for AI Agents (LlamaIndex)

  by LlamaIndex

  LlamaIndex guide to context engineering, covering memory, tool selection and context window techniques for agents.

  Intermediate learning_resource blog US en

• The Prompt Report

  by Sander Schulhoff et al. (University of Maryland, College Park)

  arXiv paper (2024) The Prompt Report: a systematic survey and taxonomy of prompt engineering techniques.

  Intermediate learning_resource paper US en

• Effective context engineering for AI agents (Anthropic)

  by Anthropic

  Anthropic post on context engineering for agents: treating context as finite, with compaction, memory and tool selection.

  Advanced learning_resource guide US en

• Context Engineering with Deep Agents (LangChain)

  by LangChain

  LangChain post on context engineering in Deep Agents using offloading, summarisation, skills, subagents and memory.

  Advanced learning_resource blog US en

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