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# Agents and harnesses

Design and operate systems that combine model decisions with tools.

- [Agent Design Patterns](/agents/agent-design-patterns/index.md) (510)

- [Harnesses And Frameworks](/agents/harnesses-and-frameworks/index.md) (4)

- [Tool Use And Mcp](/agents/tool-use-and-mcp/index.md) (36)

- [Coding Agents](/agents/coding-agents/index.md) (2)

- [Computer And Browser Use](/agents/computer-and-browser-use/index.md) (1)

- [Multi Agent Systems](/agents/multi-agent-systems/index.md) (2)

[Beginner](/agents/beginner/index.md) [Intermediate](/agents/intermediate/index.md) [Advanced](/agents/advanced/index.md) [Expert](/agents/expert/index.md)

555 resources · page 7 of 18

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### [Datawhale LLM Cookbook 中文](/agents/agent-design-patterns/datawhale-llm-cookbook/index.md)

Creator not supplied; see original source.

Datawhale LLM Cookbook GitHub repo: Chinese adaptation of Andrew Ng's LLM short courses with notebooks on prompting, RAG and fine-tuning.

Beginner · unknown · unknown resource · zh 

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### [Descript Help Center (hc/en-us)](/agents/agent-design-patterns/descript-help-center/index.md)

Creator not supplied; see original source.

Descript Help Center: documentation for transcript-based editing, AI voices and AI-assisted media production.

Beginner · unknown · unknown resource · en 

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### [Instructing Devin Effectively](/agents/agent-design-patterns/devin-docs-instructing-devin-effectively/index.md)

Creator not supplied; see original source.

Devin documentation on instructing Devin: clear prompts, context and success criteria for an autonomous coding agent.

Beginner · unknown · unknown resource · en 

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### [Computer Vision for the Humanities (Programming Historian)](/agents/agent-design-patterns/digital-humanities-historical-image-classification-computer-vision-for-the-human/index.md)

Creator not supplied; see original source.

Programming Historian lesson introducing deep learning image classification for humanities research.

Beginner · unknown · unknown resource · en 

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### [Prompt, review, repeat: A guide to AI for trainees and junior solicitors (DWF)](/agents/agent-design-patterns/dwf-prompt-review-repeat-ai-guide-for-trainees-aug-2026/index.md)

Creator not supplied; see original source.

DWF guide for trainee and junior solicitors on using AI safely and effectively in legal work.

Beginner · unknown · unknown resource · en 

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### [EIOPA publishes Opinion on AI governance and risk management](/agents/agent-design-patterns/eiopa-opinion-on-ai-governance-and-risk-management-aug-2025/index.md)

Creator not supplied; see original source.

EIOPA Opinion on AI governance and risk management for insurers, addressed to national supervisors.

Beginner–Expert · unknown · unknown resource · en|mul 

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### [Gamma Help Center (English)](/agents/agent-design-patterns/gamma-help-center/index.md)

Creator not supplied; see original source.

Gamma Help Center with instructions for generating and editing presentations and visual documents.

Beginner · unknown · unknown resource · en 

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### [Why I Killed Our AI Search Product With 5 Million Users? (Genspark)](/agents/tool-use-and-mcp/genspark-why-i-killed-our-ai-search-product-with-5-million-users-2025-04-04/index.md)

Creator not supplied; see original source.

Genspark founder's post explaining why the company shut down its AI search product to focus on agents.

Beginner · unknown · unknown resource · en 

- 

### [Best practices for using GitHub Copilot](/agents/agent-design-patterns/github-copilot-best-practices-for-using-copilot/index.md)

Creator not supplied; see original source.

GitHub documentation on best practices for using Copilot, including tasks it suits and where to verify its output.

Beginner · unknown · unknown resource · en 

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### [GitHub Docs: Copilot prompt engineering](/agents/agent-design-patterns/github-docs-copilot-prompt-engineering/index.md)

Creator not supplied; see original source.

GitHub documentation source on prompt engineering for GitHub Copilot.

Beginner · unknown · unknown resource · en 

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### [Hetzner Cloud docs](/agents/agent-design-patterns/hetzner-cloud-docs/index.md)

Creator not supplied; see original source.

Hetzner Cloud documentation: EU cloud servers, console and API.

Beginner · unknown · unknown resource · en|de 

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### [HF Agents Course](/agents/agent-design-patterns/hf-agents-course/index.md)

Creator not supplied; see original source.

Hugging Face Agents Course: free course on AI agents with units on smolagents, LangGraph and LlamaIndex.

Beginner–Intermediate · unknown · unknown resource · en 

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### [HF MCP Course](/agents/agent-design-patterns/hf-mcp-course/index.md)

Creator not supplied; see original source.

Hugging Face MCP Course: free course on building Model Context Protocol servers and clients.

Beginner–Intermediate · unknown · unknown resource · en 

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### [Higgsfield Academy](/agents/agent-design-patterns/higgsfield-academy-toolkit-how-do-i-write-a-good-prompt/index.md)

Creator not supplied; see original source.

Higgsfield Academy toolkit: tutorials for using Higgsfield's AI image and video generation tools.

Beginner–Intermediate · unknown · unknown resource · en 

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### [IBM Granite introductory cookbook](/agents/agent-design-patterns/ibm-granite-introductory-cookbook/index.md)

Creator not supplied; see original source.

IBM Granite snack cookbook GitHub repo: short recipes covering core Granite model capabilities.

Beginner · unknown · unknown resource · en 

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### [Lambda docs](/agents/agent-design-patterns/lambda-docs/index.md)

Creator not supplied; see original source.

Lambda documentation for its GPU cloud instances and clusters with NVIDIA H100 and B200 GPUs.

Beginner · unknown · unknown resource · en 

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### [Prompt Engineering Guide (Learn Prompting)](/agents/agent-design-patterns/learn-prompting/index.md)

Creator not supplied; see original source.

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

Beginner · unknown · unknown resource · en 

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### [Lovable docs: Prompting best practices](/agents/agent-design-patterns/lovable-documentation-prompting-best-practices/index.md)

Creator not supplied; see original source.

Lovable prompting best practices: planning before prompting, building by component and using real content.

Beginner · unknown · unknown resource · en 

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### [Luma Agents Learning Hub](/agents/agent-design-patterns/luma-ai-learn/index.md)

Creator not supplied; see original source.

Luma Learning Hub: guides and support articles for Luma's AI video and agent tools.

Beginner–Intermediate · unknown · unknown resource · en 

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### [Make Help Center](/agents/agent-design-patterns/make-help-center-current-ai-agent-best-practices-ai-prompting-guide/index.md)

Creator not supplied; see original source.

Make Help Center: guides to building automations, error handling and AI features in Make.

Beginner · unknown · unknown resource · en 

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### [Principles of Building AI Agents (Mastra)](/agents/agent-design-patterns/mastra-principles-of-building-ai-agents-3rd-ed-free/index.md)

Creator not supplied; see original source.

Mastra's free book Principles of Building AI Agents, covering agents, memory, workflows, RAG and observability.

Beginner · unknown · unknown resource · en 

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### [MCP blog: Roadmap](/agents/agent-design-patterns/mcp-blog-roadmap-2026-08-22/index.md)

Creator not supplied; see original source.

MCP blog post laying out the Model Context Protocol roadmap after the 2026 specification release.

Beginner · unknown · unknown resource · en 

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### [MCP blog: MCP joins the Agentic AI Foundation](/agents/agent-design-patterns/mcp-mcp-joins-the-agentic-ai-foundation-2025-12-09/index.md)

Creator not supplied; see original source.

MCP blog post announcing that the Model Context Protocol moved to the Agentic AI Foundation under the Linux Foundation.

Beginner · unknown · unknown resource · en 

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### [Microsoft AI Agents for Beginners](/agents/agent-design-patterns/microsoft-ai-agents-for-beginners/index.md)

Creator not supplied; see original source.

Microsoft AI Agents for Beginners GitHub repo: 18 lessons with code on building AI agents, translated into many languages.

Beginner · unknown · unknown resource · en 

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### [Model Context Protocol documentation](/agents/agent-design-patterns/model-context-protocol-documentation/index.md)

Creator not supplied; see original source.

Model Context Protocol documentation (2026-07-28 version): introduction to connecting AI apps to tools, resources and prompts.

Beginner · unknown · unknown resource · en 

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### [n8n docs: Test and improve AI workflows](/agents/agent-design-patterns/n8n-test-and-improve-ai-workflows/index.md)

Creator not supplied; see original source.

n8n documentation on testing and evaluating AI workflows.

Beginner · unknown · unknown resource · en 

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### [Notion Academy: All Learning](/agents/agent-design-patterns/notion-academy-catalogue-how-to-write-great-ai-prompts/index.md)

Creator not supplied; see original source.

Notion Academy catalogue of tutorials and courses for using Notion, including its AI features.

Beginner–Intermediate · unknown · unknown resource · en 

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### [A practical guide to building agents (PDF)](/agents/agent-design-patterns/openai-practical-guide-to-building-agents/index.md)

by [OpenAI](https://cdn.openai.com/business-guides-and-resources/a-practical-guide-to-building-agents.pdf)

Plain-language foundations: when to build an agent, orchestration, guardrails.

Beginner · West · closed resource · en 

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### [OpenAI API: Prompt engineering (platform.openai.com)](/agents/agent-design-patterns/openai-prompt-engineering-guide-2/index.md)

Creator not supplied; see original source.

OpenAI prompt engineering guide with strategies and tactics for getting better results from its models.

Beginner · unknown · unknown resource · en 

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### [OpenHands docs: Good vs bad instructions](/agents/agent-design-patterns/openhands-good-vs-bad-instructions/index.md)

Creator not supplied; see original source.

OpenHands documentation contrasting good and bad instructions for its coding agent, with examples.

Beginner · unknown · unknown resource · en 

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### [OpenHands docs: Prompting Best Practices](/agents/agent-design-patterns/openhands-prompting-best-practices/index.md)

Creator not supplied; see original source.

OpenHands documentation on writing clear prompts for its open-source AI software-development agent.

Beginner · unknown · unknown resource · en 

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### [OpenRouter docs](/agents/agent-design-patterns/openrouter-docs/index.md)

Creator not supplied; see original source.

OpenRouter quickstart: one API for many model providers, with an llms.txt documentation index.

Beginner · unknown · unknown resource · en 

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