--- id: "/agents-ai-engineering/advanced/page/7/" title: "Agents & AI engineering for advanced learners · page 7" url: "https://skillissue.dev/agents-ai-engineering/advanced/page/7/" --- # Agents & AI engineering for advanced learners [Beginner](/agents-ai-engineering/beginner/index.md) [Intermediate](/agents-ai-engineering/intermediate/index.md) [Advanced](/agents-ai-engineering/advanced/index.md) [Expert](/agents-ai-engineering/expert/index.md) 220 resources · page 7 of 7 - ### [Kimi K2.5: Visual Agentic Intelligence](/agents/agent-design-patterns/kimi-k2-5-visual-agentic-intelligence/index.md) by [Kimi Team (Moonshot AI)](https://www.moonshot.ai/) arXiv paper (2026) Kimi K2.5 technical report on visual agentic intelligence. Advanced learning_resource paper China en - ### [Kimi K2: Open Agentic Intelligence](/agents/agent-design-patterns/kimi-k2-open-agentic-intelligence/index.md) by [Kimi Team (Moonshot AI)](https://www.moonshot.ai/) arXiv paper (2025) Kimi K2 technical report: MuonClip optimizer and agentic post-training. Advanced learning_resource paper China en - ### [Context Engineering with Deep Agents (LangChain)](/agents/agent-design-patterns/langchain-context-engineering-how-deep-agents-remember/index.md) by [LangChain](https://www.langchain.com/) LangChain post on context engineering in Deep Agents using offloading, summarisation, skills, subagents and memory. Advanced learning_resource blog US en - ### [LlamaIndex blog](/agents/agent-design-patterns/llamaindex-blog/index.md) by [LlamaIndex](https://www.llamaindex.ai/) LlamaIndex blog with posts on document agents, retrieval, LlamaParse and agent engineering patterns. Advanced learning_resource blog West en - ### [Long Horizon Document Agents (LlamaIndex)](/agents/agent-design-patterns/llamaindex-long-horizon-document-agents/index.md) by [LlamaIndex](https://www.llamaindex.ai/) LlamaIndex post on designing long-horizon agents that process and act on documents. Advanced learning_resource blog US en - ### [LoRA](/agents/agent-design-patterns/lora/index.md) by [Edward J. Hu et al. (Microsoft)](https://www.microsoft.com/) arXiv paper (2021) "LoRA: Low-Rank Adaptation of Large Language Models", introducing LoRA, low-rank adaptation for fine-tuning large models. Advanced learning_resource paper US en - ### [MAPIE](/agents/agent-design-patterns/mapie/index.md) by [MAPIE project (Capgemini Invent and Quantmetry)](https://github.com/scikit-learn-contrib/MAPIE) MAPIE documentation: Python library for conformal prediction intervals and sets for any model. Advanced learning_resource docs France/global en - ### [MCP blog: The 2026-07-28 Specification](/agents/agent-design-patterns/mcp-the-2026-07-28-specification-ga-post/index.md) by [Model Context Protocol](https://modelcontextprotocol.io) MCP blog post on the 2026-07-28 specification release, summarising protocol changes and the deprecation policy. Advanced learning_resource blog Global (LF/AAIF) en - ### [Metaflow documentation](/agents/agent-design-patterns/metaflow-documentation/index.md) by [Metaflow project (Outerbounds)](https://metaflow.org/) Metaflow documentation: open-source framework from Netflix for building and running data science and ML workflows. Advanced learning_resource docs US/global en - ### [Nanbeige 4.2-3B official model card](/agents/agent-design-patterns/nanbeige-4-2-3b-official-model-card/index.md) by [Nanbeige LLM Lab](https://huggingface.co/Nanbeige) Hugging Face model card for Nanbeige4.2-3B with architecture, usage and evaluation details. Advanced learning_resource docs China zh - ### [NAVER D2](/agents/agent-design-patterns/naver-d2/index.md) by [NAVER](https://www.navercorp.com/) NAVER D2 Hello World: Korean engineering blog from NAVER developers. Advanced learning_resource guide South Korea ko - ### [Notion Help: Guides](/agents/agent-design-patterns/notion-guides/index.md) by [Notion](https://notion.com/) Notion Help Center guides to workflows, integrations and features. Advanced learning_resource guide West en - ### [OpenAI API Skills guide](/agents/agent-design-patterns/openai-api-skills-guide/index.md) by [OpenAI](https://openai.com/) OpenAI API skills guide: creating reusable skills for Responses API shell tools and Agents API sandboxes. Advanced learning_resource docs US en - ### [PennyLane documentation](/agents/agent-design-patterns/pennylane-documentation/index.md) by [Xanadu (PennyLane)](https://pennylane.ai/) PennyLane documentation: Python library for differentiable quantum computing and hybrid quantum-classical ML. Advanced learning_resource docs Canada / International en - ### [PyGOD](/agents/agent-design-patterns/pygod/index.md) by [PyGOD team](https://github.com/pygod-team/pygod) PyGOD documentation: Python library for outlier and anomaly detection on graphs. Advanced learning_resource docs Global en - ### [ReAct](/agents/agent-design-patterns/react/index.md) by [Shunyu Yao et al. (Princeton University and Google Research)](https://www.princeton.edu/) arXiv paper (2022) "ReAct: Synergizing Reasoning and Acting in Language Models", introducing ReAct, interleaving reasoning traces and tool actions in language models. Advanced learning_resource paper US en - ### [Refactoring Hermes with 1,393 agents](/agents/agent-design-patterns/refactoring-hermes-with-1-393-agents/index.md) by [Nous Research](https://nousresearch.com/) Nous Research case study of Hermes Agent refactoring its own codebase with 1,393 subagents, with cost and results. Advanced learning_resource blog US en - ### [Roo Code docs: Context poisoning](/agents/agent-design-patterns/roo-code-context-poisoning/index.md) by [Roomote](https://roomote.dev) Roo Code documentation on context poisoning: recognising and recovering from corrupted context in long agent sessions. Advanced learning_resource guide US en - ### [Scaling Managed Agents: decoupling brain from hands](/agents/agent-design-patterns/scaling-managed-agents-decoupling-brain-from-hands/index.md) by [Anthropic](https://anthropic.com/) Anthropic engineering post on the architecture of its hosted Managed Agents harness, separating model reasoning from execution. Advanced learning_resource blog US en - ### [SHAP documentation](/agents/agent-design-patterns/shap-documentation/index.md) by [Scott Lundberg (SHAP)](https://github.com/shap/shap) SHAP documentation: game-theoretic method and library for explaining ML model predictions. Advanced learning_resource docs International 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) by [Shopify](https://www.shopify.com/) Shopify Engineering post on lessons from building the Sidekick agent: architecture, LLM judges calibrated to human labels and RL pitfalls. Advanced learning_resource blog Canada en - ### [Durable AI (Temporal Documentation)](/agents/agent-design-patterns/temporal-durable-ai/index.md) by [Temporal Technologies](https://temporal.io/) Temporal documentation on durable execution for AI applications and agents that resume after crashes or timeouts. Advanced learning_resource docs US en - ### [Texterra](/agents/agent-design-patterns/texterra/index.md) by [Ivannikov Institute for System Programming (ISP RAS)](https://www.ispras.ru/) Texterra from ISP RAS: Russian text-analysis system for information extraction built on open structured knowledge. Advanced learning_resource docs Russia 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) by [Long Ouyang et al. (OpenAI)](https://openai.com/) arXiv paper (2022) "Training language models to follow instructions with human feedback", describing InstructGPT and the RLHF post-training pipeline. Advanced learning_resource paper US en - ### [TRL documentation](/agents/agent-design-patterns/trl-documentation/index.md) by [Hugging Face](https://huggingface.co/) Hugging Face TRL documentation: trainers for SFT, DPO, GRPO and other post-training methods. Advanced learning_resource docs International en - ### [Universal Commerce Protocol (UCP)](/agents/agent-design-patterns/universal-commerce-protocol-ucp/index.md) by [Universal Commerce Protocol project](https://ucp.dev/) Universal Commerce Protocol site: open standard for agents and platforms covering catalogue, checkout and orders. Advanced learning_resource docs Global en - ### [AI SDK docs: Loop control](/agents/agent-design-patterns/vercel-ai-sdk-loop-control/index.md) by [Vercel](https://vercel.com) Vercel AI SDK documentation on loop control: stop conditions and step control for agent loops. Advanced learning_resource docs US 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) by [Vercel](https://vercel.com/) Vercel engineering post on v0's coding-agent pipeline: dynamic system prompts, streaming fixes and autofixers. Advanced learning_resource blog US en [Previous page](/agents-ai-engineering/advanced/page/6/index.md) [Plain-text Markdown copy](/agents-ai-engineering/advanced/page/7/index.md)