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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 9 of 18

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### [Amp is now available. Here's how I use it.](/agents/agent-design-patterns/amp-how-i-use-amp-thorsten-ball/index.md)

Creator not supplied; see original source.

Thorsten Ball's notes on how he uses Amp, the coding agent he works on, in daily development.

Intermediate · unknown · unknown resource · en 

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### [How to Build an Agent (Amp)](/agents/agent-design-patterns/amp-how-to-build-an-agent-thorsten-ball-2025-04-15/index.md)

Creator not supplied; see original source.

Amp post by Thorsten Ball showing how to build a code-editing agent in under 400 lines of Go.

Intermediate · unknown · unknown resource · en 

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### [Building Effective AI Agents](/agents/agent-design-patterns/anthropic-building-effective-agents/index.md)

by [Anthropic](https://www.anthropic.com/engineering/building-effective-agents)

Workflows vs agents and the core patterns; argues to start simple. Readable without code.

Intermediate · West · closed resource · en 

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### [Best practices for Claude Code](/agents/coding-agents/anthropic-claude-code-best-practices/index.md)

by [Anthropic](https://code.claude.com/docs/en/best-practices)

Concrete coding-agent workflow habits: plan, verify, manage context.

Intermediate · West · closed resource · en 

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### [Claude prompt caching docs](/agents/agent-design-patterns/anthropic-prompt-caching-docs/index.md)

Creator not supplied; see original source.

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

Intermediate · unknown · unknown resource · en 

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### [Claude remote MCP servers](/agents/agent-design-patterns/anthropic-remote-mcp-servers-list/index.md)

Creator not supplied; see original source.

Anthropic documentation listing remote MCP servers that can be connected to Claude through the MCP connector API.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Transkribus: Automatically transcribing your documents](/agents/agent-design-patterns/archives-and-manuscript-handwriting-transcription-1-automatically-transcribing-y/index.md)

Creator not supplied; see original source.

Transkribus help article on automatically transcribing documents with text recognition models.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Atlassian Rovo](/agents/agent-design-patterns/atlassian-rovo/index.md)

Creator not supplied; see original source.

Atlassian Rovo product page: AI search, chat and agents across Jira, Confluence and connected work tools.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Augment blog](/agents/agent-design-patterns/augment-blog/index.md)

Creator not supplied; see original source.

Augment Code blog with product updates and engineering posts about its AI coding assistant.

Intermediate · unknown · unknown resource · en 

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### [A good AGENTS.md is a model upgrade (Augment Code)](/agents/agent-design-patterns/augment-how-to-write-good-agents-md-files-2026-04-22/index.md)

Creator not supplied; see original source.

Augment Code post measuring how AGENTS.md instruction files affect coding-agent output, with guidance on writing them.

Intermediate · unknown · unknown resource · en 

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### [What is loop engineering? (Augment Code)](/agents/agent-design-patterns/augment-what-is-loop-engineering-2026-07-22/index.md)

Creator not supplied; see original source.

Augment Code post defining loop engineering, the design of agentic software-development loops from trigger to checked outcome.

Intermediate · unknown · unknown resource · en 

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### [AutoGen documentation](/agents/agent-design-patterns/autogen-docs-archived/index.md)

Creator not supplied; see original source.

AutoGen documentation: Microsoft's multi-agent conversation framework, now in maintenance mode.

Intermediate · unknown · unknown resource · en 

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### [Axolotl docs](/agents/agent-design-patterns/axolotl-docs/index.md)

Creator not supplied; see original source.

Axolotl documentation: open-source, config-driven tool for fine-tuning and post-training LLMs.

Intermediate · unknown · unknown resource · en 

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### [Berkeley Agentic AI (F25)](/agents/agent-design-patterns/berkeley-agentic-ai-f25/index.md)

Creator not supplied; see original source.

Berkeley CS294/194-196 Agentic AI (Fall 2025) course site with lecture schedule and the AgentX competition.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Berkeley CS294 LLM Agents (F24)](/agents/agent-design-patterns/berkeley-cs294-llm-agents-f24/index.md)

Creator not supplied; see original source.

Berkeley CS294/194-196 Large Language Model Agents (Fall 2024) course site with lectures and readings.

Intermediate · unknown · unknown resource · en 

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### [Berkeley RDI education hub](/agents/agent-design-patterns/berkeley-rdi-education-hub/index.md)

Creator not supplied; see original source.

Berkeley RDI education hub indexing its LLM Agents, Advanced LLM Agents and Agentic AI courses.

Intermediate · unknown · unknown resource · en 

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### [Bolt: Prompt effectively](/agents/agent-design-patterns/bolt-bolt-new-help-center-prompt-effectively/index.md)

Creator not supplied; see original source.

Bolt support guide on prompting effectively: planning first, prompt enhancement and troubleshooting.

Intermediate · unknown · unknown resource · en 

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### [Bolt Help Center](/agents/agent-design-patterns/bolt-docs/index.md)

Creator not supplied; see original source.

Bolt Help Center: guides for building and publishing websites and apps with the Bolt AI builder.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Braintrust blog](/agents/agent-design-patterns/braintrust-blog/index.md)

Creator not supplied; see original source.

Braintrust blog on AI evaluation, LLM observability and eval-driven development of AI products.

Intermediate · unknown · unknown resource · en 

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### [Agentic Browser Security: Indirect Prompt Injection in Perplexity Comet (Brave)](/agents/tool-use-and-mcp/brave-indirect-prompt-injection-in-perplexity-comet-2025-08-20/index.md)

Creator not supplied; see original source.

Brave post showing indirect prompt injection in Perplexity's Comet browser that exfiltrated email and one-time passwords.

Intermediate · unknown · unknown resource · en 

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### [Brave Search API docs](/agents/tool-use-and-mcp/brave-search-api-docs/index.md)

Creator not supplied; see original source.

Brave Search API documentation for querying Brave's independent web search index from applications.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Browserbase blog](/agents/agent-design-patterns/browserbase-blog/index.md)

Creator not supplied; see original source.

Browserbase blog on headless browser infrastructure for building web-browsing agents.

Intermediate · unknown · unknown resource · en 

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### [Building effective agents](/agents/agent-design-patterns/building-effective-agents/index.md)

Creator not supplied; see original source.

Anthropic post on building effective agents: workflow patterns versus autonomous agents and keeping designs simple.

Intermediate · unknown · unknown resource · en 

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### [About Canva MCP (Canva Developers)](/agents/agent-design-patterns/canva-canva-mcp-docs-mcp-best-practices-ai-prompting-tips/index.md)

Creator not supplied; see original source.

Canva MCP documentation: connecting AI assistants to Canva design capabilities through the Model Context Protocol.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Best practices for Canva MCP](/agents/agent-design-patterns/canva-canva-mcp-docs-mcp-best-practices-ai-prompting-tips-2/index.md)

Creator not supplied; see original source.

Canva MCP best practices: building reliable Canva experiences in AI assistant applications.

Intermediate · unknown · unknown resource · en 

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### [Write better prompts to maximize your AI allowance (Canva Help)](/agents/agent-design-patterns/canva-canva-mcp-docs-mcp-best-practices-ai-prompting-tips-3/index.md)

Creator not supplied; see original source.

Canva Help Center tips on writing prompts for Canva's AI tools for images, video clips and Canva Code.

Intermediate · unknown · unknown resource · en 

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### [Canva Developers](/agents/agent-design-patterns/canva-dev/index.md)

Creator not supplied; see original source.

Canva Developers portal with APIs and documentation for building integrations and apps on Canva.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Canva Developers SDK](/agents/agent-design-patterns/canva-developers-sdk/index.md)

Creator not supplied; see original source.

Canva Apps SDK documentation for developing apps that run inside the Canva editor.

Intermediate · unknown · unknown resource · en 

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### [China Law Translate: AI-generated content labeling measures](/agents/agent-design-patterns/china-law-translate-ai-labelling-measures/index.md)

Creator not supplied; see original source.

China Law Translate page with the text and English translation of China's 2025 measures for labelling AI-generated content.

Intermediate · unknown · unknown resource · en 

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### [Claude Agent SDK overview](/agents/agent-design-patterns/claude-agent-sdk-overview/index.md)

Creator not supplied; see original source.

Claude Agent SDK documentation: using Claude Code as a Python or TypeScript library with hooks, subagents, skills and plugins.

Intermediate · unknown · unknown resource · en 

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### [Claude Agent Skills docs](/agents/agent-design-patterns/claude-agent-skills-docs/index.md)

Creator not supplied; see original source.

Claude Platform documentation on Agent Skills: packaging instructions, metadata and resources that extend Claude.

Intermediate · unknown · unknown resource · en 

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### [Best practices for Claude Code](/agents/agent-design-patterns/claude-code-best-practices-for-agentic-coding/index.md)

Creator not supplied; see original source.

Claude Code best practices: configuring the environment, CLAUDE.md, permissions and running parallel sessions.

Intermediate · unknown · unknown resource · en 

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