--- id: "/agents/page/17/" title: "Agents and harnesses · page 17" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/agents/page/17/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # 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 17 of 18 - ### [Kimi K2.5: Visual Agentic Intelligence](/agents/agent-design-patterns/kimi-k2-5-visual-agentic-intelligence/index.md) Creator not supplied; see original source. arXiv paper (2026) Kimi K2.5 technical report on visual agentic intelligence. Advanced · unknown · unknown resource · en - ### [Kimi K2: Open Agentic Intelligence](/agents/agent-design-patterns/kimi-k2-open-agentic-intelligence/index.md) Creator not supplied; see original source. arXiv paper (2025) Kimi K2 technical report: MuonClip optimizer and agentic post-training. Advanced · unknown · unknown resource · en - ### [Context Engineering with Deep Agents (LangChain)](/agents/agent-design-patterns/langchain-context-engineering-how-deep-agents-remember/index.md) Creator not supplied; see original source. LangChain post on context engineering in Deep Agents using offloading, summarisation, skills, subagents and memory. Advanced · unknown · unknown resource · en - ### [LLM Powered Autonomous Agents](/agents/agent-design-patterns/lilianweng-llm-powered-autonomous-agents/index.md) by [Lilian Weng](https://lilianweng.github.io/posts/2023-06-23-agent/) [@lilianweng](https://twitter.com/lilianweng/) Classic overview of planning, memory and tool use in agents. Advanced · West · closed resource · en - ### [LlamaIndex blog](/agents/agent-design-patterns/llamaindex-blog/index.md) Creator not supplied; see original source. LlamaIndex blog with posts on document agents, retrieval, LlamaParse and agent engineering patterns. Advanced · unknown · unknown resource · en - ### [Long Horizon Document Agents (LlamaIndex)](/agents/agent-design-patterns/llamaindex-long-horizon-document-agents/index.md) Creator not supplied; see original source. LlamaIndex post on designing long-horizon agents that process and act on documents. Advanced · unknown · unknown resource · en - ### [LoRA](/agents/agent-design-patterns/lora/index.md) Creator not supplied; see original source. arXiv paper (2021) "LoRA: Low-Rank Adaptation of Large Language Models", introducing LoRA, low-rank adaptation for fine-tuning large models. Advanced · unknown · unknown resource · en - ### [MAPIE](/agents/agent-design-patterns/mapie/index.md) Creator not supplied; see original source. MAPIE documentation: Python library for conformal prediction intervals and sets for any model. Advanced · unknown · unknown resource · en - ### [MCP blog: The 2026-07-28 Specification](/agents/agent-design-patterns/mcp-the-2026-07-28-specification-ga-post/index.md) Creator not supplied; see original source. MCP blog post on the 2026-07-28 specification release, summarising protocol changes and the deprecation policy. Advanced · unknown · unknown resource · en - ### [Metaflow documentation](/agents/agent-design-patterns/metaflow-documentation/index.md) Creator not supplied; see original source. Metaflow documentation: open-source framework from Netflix for building and running data science and ML workflows. Advanced · unknown · unknown resource · en - ### [Nanbeige 4.2-3B official model card](/agents/agent-design-patterns/nanbeige-4-2-3b-official-model-card/index.md) Creator not supplied; see original source. Hugging Face model card for Nanbeige4.2-3B with architecture, usage and evaluation details. Advanced · unknown · unknown resource · zh - ### [NAVER D2](/agents/agent-design-patterns/naver-d2/index.md) Creator not supplied; see original source. NAVER D2 Hello World: Korean engineering blog from NAVER developers. Advanced · unknown · unknown resource · ko - ### [Notion Help: Guides](/agents/agent-design-patterns/notion-guides/index.md) Creator not supplied; see original source. Notion Help Center guides to workflows, integrations and features. Advanced · unknown · unknown resource · en - ### [OpenAI API Skills guide](/agents/agent-design-patterns/openai-api-skills-guide/index.md) Creator not supplied; see original source. OpenAI API skills guide: creating reusable skills for Responses API shell tools and Agents API sandboxes. Advanced · unknown · unknown resource · en - ### [OpenHands Agent Canvas](/agents/harnesses-and-frameworks/openhands-agent-canvas/index.md) by [OpenHands (All Hands AI)](https://github.com/OpenHands/OpenHands) Inspect the OpenHands control center and its supported execution backends. Advanced · West · open resource · en - ### [OpenHands Software Agent SDK](/agents/harnesses-and-frameworks/openhands-openhands/index.md) by [OpenHands](https://github.com/OpenHands/software-agent-sdk) Open-source agent SDK behind OpenHands, worth reading as a reference harness. Advanced · West · open resource · en - ### [PennyLane documentation](/agents/agent-design-patterns/pennylane-documentation/index.md) Creator not supplied; see original source. PennyLane documentation: Python library for differentiable quantum computing and hybrid quantum-classical ML. Advanced · unknown · unknown resource · en - ### [PyGOD](/agents/agent-design-patterns/pygod/index.md) Creator not supplied; see original source. PyGOD documentation: Python library for outlier and anomaly detection on graphs. Advanced · unknown · unknown resource · en - ### [Qwen-Agent](/agents/harnesses-and-frameworks/qwen-team-alibaba-qwen-agent/index.md) by [Qwen team, Alibaba](https://github.com/QwenLM/Qwen-Agent) A Qwen-focused framework for tool-using applications. Advanced · CN · open resource · en - ### [ReAct](/agents/agent-design-patterns/react/index.md) Creator not supplied; see original source. arXiv paper (2022) "ReAct: Synergizing Reasoning and Acting in Language Models", introducing ReAct, interleaving reasoning traces and tool actions in language models. Advanced · unknown · unknown resource · en - ### [Refactoring Hermes with 1,393 agents](/agents/agent-design-patterns/refactoring-hermes-with-1-393-agents/index.md) Creator not supplied; see original source. Nous Research case study of Hermes Agent refactoring its own codebase with 1,393 subagents, with cost and results. Advanced · unknown · unknown resource · en - ### [Roo Code docs: Context poisoning](/agents/agent-design-patterns/roo-code-context-poisoning/index.md) Creator not supplied; see original source. Roo Code documentation on context poisoning: recognising and recovering from corrupted context in long agent sessions. Advanced · unknown · unknown resource · en - ### [Scaling Managed Agents: decoupling brain from hands](/agents/agent-design-patterns/scaling-managed-agents-decoupling-brain-from-hands/index.md) Creator not supplied; see original source. Anthropic engineering post on the architecture of its hosted Managed Agents harness, separating model reasoning from execution. Advanced · unknown · unknown resource · en - ### [SHAP documentation](/agents/agent-design-patterns/shap-documentation/index.md) Creator not supplied; see original source. SHAP documentation: game-theoretic method and library for explaining ML model predictions. Advanced · unknown · unknown resource · en - ### [Building production-ready agentic systems: Lessons from Shopify Sidekick](/agents/agent-design-patterns/shopify-building-production-ready-agentic-systems-lessons-from-sidekick-2025-08-/index.md) Creator not supplied; see original source. Shopify Engineering post on lessons from building the Sidekick agent: architecture, LLM judges calibrated to human labels and RL pitfalls. Advanced · unknown · unknown resource · en - ### [Durable AI (Temporal Documentation)](/agents/agent-design-patterns/temporal-durable-ai/index.md) Creator not supplied; see original source. Temporal documentation on durable execution for AI applications and agents that resume after crashes or timeouts. Advanced · unknown · unknown resource · en - ### [Texterra](/agents/agent-design-patterns/texterra/index.md) Creator not supplied; see original source. Texterra from ISP RAS: Russian text-analysis system for information extraction built on open structured knowledge. Advanced · unknown · unknown resource · ru - ### [Training language models to follow instructions with human feedback](/agents/agent-design-patterns/training-language-models-to-follow-instructions-with-human-feedback/index.md) Creator not supplied; see original source. arXiv paper (2022) "Training language models to follow instructions with human feedback", describing InstructGPT and the RLHF post-training pipeline. Advanced · unknown · unknown resource · en - ### [TRL documentation](/agents/agent-design-patterns/trl-documentation/index.md) Creator not supplied; see original source. Hugging Face TRL documentation: trainers for SFT, DPO, GRPO and other post-training methods. Advanced · unknown · unknown resource · en - ### [Universal Commerce Protocol (UCP)](/agents/agent-design-patterns/universal-commerce-protocol-ucp/index.md) Creator not supplied; see original source. Universal Commerce Protocol site: open standard for agents and platforms covering catalogue, checkout and orders. Advanced · unknown · unknown resource · en - ### [AI SDK docs: Loop control](/agents/agent-design-patterns/vercel-ai-sdk-loop-control/index.md) Creator not supplied; see original source. Vercel AI SDK documentation on loop control: stop conditions and step control for agent loops. Advanced · unknown · unknown resource · en - ### [How we made v0 an effective coding agent (Vercel)](/agents/agent-design-patterns/vercel-how-we-made-v0-an-effective-coding-agent-max-leiter-2026-01-07/index.md) Creator not supplied; see original source. Vercel engineering post on v0's coding-agent pipeline: dynamic system prompts, streaming fixes and autofixers. Advanced · unknown · unknown resource · en [Previous page](/agents/page/16/index.md) [Next page](/agents/page/18/index.md) [Plain-text Markdown copy](/agents/page/17/index.md)