Agents and harnesses
Design and operate systems that combine model decisions with tools.
- Agent Design Patterns (510)
- Harnesses And Frameworks (4)
- Tool Use And Mcp (36)
- Coding Agents (2)
- Computer And Browser Use (1)
- Multi Agent Systems (2)
555 resources · page 17 of 18
Kimi K2.5: Visual Agentic Intelligence
Creator not supplied; see original source.
arXiv paper (2026) Kimi K2.5 technical report on visual agentic intelligence.
Kimi K2: Open Agentic Intelligence
Creator not supplied; see original source.
arXiv paper (2025) Kimi K2 technical report: MuonClip optimizer and agentic post-training.
Context Engineering with Deep Agents (LangChain)
Creator not supplied; see original source.
LangChain post on context engineering in Deep Agents using offloading, summarisation, skills, subagents and memory.
LLM Powered Autonomous Agents
Classic overview of planning, memory and tool use in agents.
LlamaIndex blog
Creator not supplied; see original source.
LlamaIndex blog with posts on document agents, retrieval, LlamaParse and agent engineering patterns.
Long Horizon Document Agents (LlamaIndex)
Creator not supplied; see original source.
LlamaIndex post on designing long-horizon agents that process and act on documents.
LoRA
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.
MAPIE
Creator not supplied; see original source.
MAPIE documentation: Python library for conformal prediction intervals and sets for any model.
MCP blog: The 2026-07-28 Specification
Creator not supplied; see original source.
MCP blog post on the 2026-07-28 specification release, summarising protocol changes and the deprecation policy.
Metaflow documentation
Creator not supplied; see original source.
Metaflow documentation: open-source framework from Netflix for building and running data science and ML workflows.
Nanbeige 4.2-3B official model card
Creator not supplied; see original source.
Hugging Face model card for Nanbeige4.2-3B with architecture, usage and evaluation details.
NAVER D2
Creator not supplied; see original source.
NAVER D2 Hello World: Korean engineering blog from NAVER developers.
Notion Help: Guides
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Notion Help Center guides to workflows, integrations and features.
OpenAI API Skills guide
Creator not supplied; see original source.
OpenAI API skills guide: creating reusable skills for Responses API shell tools and Agents API sandboxes.
OpenHands Agent Canvas
Inspect the OpenHands control center and its supported execution backends.
OpenHands Software Agent SDK
by OpenHands
Open-source agent SDK behind OpenHands, worth reading as a reference harness.
PennyLane documentation
Creator not supplied; see original source.
PennyLane documentation: Python library for differentiable quantum computing and hybrid quantum-classical ML.
PyGOD
Creator not supplied; see original source.
PyGOD documentation: Python library for outlier and anomaly detection on graphs.
Qwen-Agent
A Qwen-focused framework for tool-using applications.
ReAct
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.
Refactoring Hermes with 1,393 agents
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.
Roo Code docs: Context poisoning
Creator not supplied; see original source.
Roo Code documentation on context poisoning: recognising and recovering from corrupted context in long agent sessions.
Scaling Managed Agents: decoupling brain from hands
Creator not supplied; see original source.
Anthropic engineering post on the architecture of its hosted Managed Agents harness, separating model reasoning from execution.
SHAP documentation
Creator not supplied; see original source.
SHAP documentation: game-theoretic method and library for explaining ML model predictions.
Building production-ready agentic systems: Lessons from Shopify Sidekick
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.
Durable AI (Temporal Documentation)
Creator not supplied; see original source.
Temporal documentation on durable execution for AI applications and agents that resume after crashes or timeouts.
Texterra
Creator not supplied; see original source.
Texterra from ISP RAS: Russian text-analysis system for information extraction built on open structured knowledge.
Training language models to follow instructions with human feedback
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.
TRL documentation
Creator not supplied; see original source.
Hugging Face TRL documentation: trainers for SFT, DPO, GRPO and other post-training methods.
Universal Commerce Protocol (UCP)
Creator not supplied; see original source.
Universal Commerce Protocol site: open standard for agents and platforms covering catalogue, checkout and orders.
AI SDK docs: Loop control
Creator not supplied; see original source.
Vercel AI SDK documentation on loop control: stop conditions and step control for agent loops.
How we made v0 an effective coding agent (Vercel)
Creator not supplied; see original source.
Vercel engineering post on v0's coding-agent pipeline: dynamic system prompts, streaming fixes and autofixers.