--- id: "/agents-ai-engineering/advanced/page/10/" title: "Agents & AI engineering for advanced learners · page 10" url: "https://skillissue.dev/agents-ai-engineering/advanced/page/10/" --- # 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) 329 resources · page 10 of 11 - ### [Engineering fast, performant AI agents through fine-tuning (Decagon)](/agents/agent-design-patterns/decagon-engineering-fast-agents-through-fine-tuning/index.md) by [Decagon](https://decagon.ai/) Decagon engineering post on using several fine-tuned smaller models to cut latency in customer-service agents. Advanced learning_resource blog US en - ### [DIPY](/agents/agent-design-patterns/dipy/index.md) by [DIPY project](https://dipy.org/) DIPY documentation: Python library for diffusion MRI and 3D/4D neuroimaging processing. Advanced learning_resource docs Global en - ### [Direct Preference Optimization](/agents/agent-design-patterns/direct-preference-optimization/index.md) by [Rafael Rafailov et al. (Stanford University)](https://www.stanford.edu/) arXiv paper (2023) introducing Direct Preference Optimization (DPO), preference training without a separate reward model. Advanced learning_resource paper US en - ### [DSPy docs: Optimization overview](/agents/agent-design-patterns/dspy-optimization-overview/index.md) by [Stanford NLP](https://nlp.stanford.edu) DSPy documentation on optimisers such as MIPRO and GEPA for tuning prompts and weights programmatically. Advanced learning_resource docs US en - ### [Effective harnesses for long-running agents](/agents/agent-design-patterns/effective-harnesses-for-long-running-agents/index.md) by [Anthropic](https://anthropic.com/) Anthropic post on harnesses for agents that work across many sessions, using an initializer agent and incremental progress. Advanced learning_resource guide US en - ### [FINOS AI Governance Framework](/agents/agent-design-patterns/finos-ai-governance-framework/index.md) by [FINOS](https://www.finos.org/) FINOS AI Governance Framework: open-source controls for adopting AI in financial services, mapped to risks. Advanced learning_resource guide Global en - ### [How we built our multi-agent research system (Anthropic)](/agents/agent-design-patterns/fleet-engineering-multi-agent-ops/index.md) by [Anthropic](https://anthropic.com/) Anthropic post on how it built Claude's multi-agent Research system with an orchestrator and subagents. Advanced learning_resource guide US en - ### [Flower documentation](/agents/agent-design-patterns/flower-documentation/index.md) by [Flower Labs](https://flower.ai/) Flower documentation: open-source framework for federated learning, simulation and deployment. Advanced learning_resource docs UK; international en - ### [Google Agent Development Kit](/agents/agent-design-patterns/google-agent-development-kit/index.md) by [Google](https://ai.google/) Google Agent Development Kit (ADK) documentation for building, evaluating and deploying multi-agent systems. Advanced learning_resource docs US en - ### [Harness design for long-running application development](/agents/agent-design-patterns/harness-design-for-long-running-application-development/index.md) by [Anthropic](https://anthropic.com/) Anthropic post on harness design for agents that build applications over long runs. Advanced learning_resource guide US en - ### [How we contain Claude across products](/agents/agent-design-patterns/how-we-contain-claude-across-products/index.md) by [Anthropic](https://anthropic.com/) Anthropic engineering post describing the containment architecture used to isolate Claude across its products. Advanced learning_resource blog US en - ### [Intercom and Fin developer platform](/agents/agent-design-patterns/intercom-and-fin-developer-platform/index.md) by [Intercom](https://www.intercom.com/) Intercom developer platform: APIs, SDKs and integration guides for Intercom and its Fin AI agent. Advanced learning_resource docs Ireland/US en - ### [JAX documentation](/agents/agent-design-patterns/jax-documentation/index.md) by [Google (JAX)](https://docs.jax.dev/) JAX documentation: Python library for accelerator-oriented array computing with automatic differentiation, JIT compilation and sharding. Advanced learning_resource docs US; international en - ### [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 [Previous page](/agents-ai-engineering/advanced/page/9/index.md) [Next page](/agents-ai-engineering/advanced/page/11/index.md) [Plain-text Markdown copy](/agents-ai-engineering/advanced/page/10/index.md)