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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 18 of 18

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### [SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering](/agents/coding-agents/yang-swe-agent/index.md)

by [John Yang et al.](https://arxiv.org/abs/2405.15793)

Research on how the agent-computer interface influences software-engineering performance.

Advanced · West · open resource · en 

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### [ReAct: Synergizing Reasoning and Acting in Language Models](/agents/agent-design-patterns/yao-react/index.md)

by [Shunyu Yao et al.](https://arxiv.org/abs/2210.03629)

Research on combining reasoning with environment actions, a useful reference for agent-loop design.

Advanced · West · open resource · en 

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### [Barry Sookman: Moffatt v Air Canada](/agents/agent-design-patterns/barry-sookman-moffatt-v-air-canada/index.md)

Creator not supplied; see original source.

Barry Sookman's analysis of Moffatt v. Air Canada, the case holding a company liable for its chatbot's false statements.

Expert · unknown · unknown resource · en 

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### [Berkeley Advanced LLM Agents (SP25)](/agents/agent-design-patterns/berkeley-advanced-llm-agents-sp25/index.md)

Creator not supplied; see original source.

Berkeley CS294/194-280 Advanced Large Language Model Agents (Spring 2025): lectures on reasoning, coding agents and agent safety.

Expert · unknown · unknown resource · en 

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### [Brynjolfsson, Li, Raymond: Generative AI at Work (NBER w31161)](/agents/agent-design-patterns/brynjolfsson-li-raymond-generative-ai-at-work-nber-w31161/index.md)

Creator not supplied; see original source.

NBER working paper w31161 Generative AI at Work, measuring productivity effects of an AI assistant on customer support agents.

Expert · unknown · unknown resource · en 

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### [EASA AI Concept Paper Issue 2](/agents/agent-design-patterns/easa-ai-concept-paper-issue-2/index.md)

Creator not supplied; see original source.

EASA AI Concept Paper Issue 2: guidance on assuring Level 1 and 2 machine-learning applications in aviation.

Expert · unknown · unknown resource · en 

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### [GEO: Generative Engine Optimization](/agents/agent-design-patterns/geo-generative-engine-optimization-arxiv-2311-09735/index.md)

Creator not supplied; see original source.

arXiv HTML version of the GEO paper (2023) defining generative engine optimization and its visibility metrics.

Expert · unknown · unknown resource · en 

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### [Model Context Protocol Specification 2025-06-18](/agents/agent-design-patterns/mcp-spec-2025-06-18/index.md)

Creator not supplied; see original source.

MCP specification version 2025-06-18, covering authorisation, elicitation and structured tool output.

Expert · unknown · unknown resource · en 

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### [OpenTelemetry generative AI semantic conventions](/agents/agent-design-patterns/observability-tracing/index.md)

Creator not supplied; see original source.

OpenTelemetry page on generative AI semantic conventions for LLM and agent telemetry, now moved to a dedicated repository.

Expert · unknown · unknown resource · en 

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### [SpikingJelly](/agents/agent-design-patterns/spikingjelly/index.md)

Creator not supplied; see original source.

SpikingJelly documentation (in Chinese): PyTorch framework for deep learning with spiking neural networks.

Expert · unknown · unknown resource · en 

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### [Tülu 3](/agents/agent-design-patterns/t-lu-3/index.md)

Creator not supplied; see original source.

arXiv paper (2024) describing Tülu 3, a fully open post-training recipe that introduced RLVR.

Expert · unknown · unknown resource · en 

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