AI Agents
Useful examples and workflows for automating daily work with AI agents.
AI agents articles
AI agentsDeploy Local Agents Everywhere with LFM2.5-2.6BDiscover how LFM2.5-2.6B enables lightweight, privacy-preserving AI agents on edge devices. This compact model delivers strong reasonin...Read articleAI agentsHugging Face Agent Intrusion: What the July 2026 Technical Timeline ConfirmsHugging Face and OpenAI documented a July 2026 agent-driven intrusion. This article separates confirmed findings from open questions an...Read articleAI agentsNVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic RetrievalNVIDIA's Nemotron-3-8B-Embedding model achieves the top ranking on the Retrieval Text Embedding Benchmark (RTEB), setting a new standar...Read articleAI agentsWhat Building Shippy Taught Us About Building AgentsLessons from developing Shippy, an AI agent for logistics, reveal that modular design, human-in-the-loop validation, and handling real-...Read articleAI agentsStop Ranking Agent Configs by Average ScoreRanking AI agent configurations by average score can be misleading. Learn why this metric hides critical failures and discover better e...Read articleAI agentsAI Agents Explained: What Is a ReAct Loop and How Does It Work?The ReAct loop combines reasoning and acting to enable AI agents to solve complex tasks iteratively. By alternating between thought, ac...Read articleAI agentsIntroducing OpenWiki: An Open Source Agent for Automated Repository DocumentationOpenWiki is a new open source AI agent that automatically generates, updates, and maintains documentation for code repositories. It int...Read articleAI agentsBuild and Run Your Own AI Agent in the CloudLearn how to build and deploy a custom AI agent on cloud infrastructure. This guide covers architecture, tooling, and practical steps f...Read articleAI agentsRunning Untrusted Agent Code Without a SandboxExplore the risks and strategies for executing untrusted AI agent code without sandboxing, including isolation techniques, monitoring,...Read articleAI agentsIntroducing Dynamic Subagents in Deep AgentsDynamic subagents enhance AI agent systems by enabling real-time delegation of specialized tasks. This modular approach improves scalab...Read articleAI agentsTail Control: The Counterintuitive Engineering of Reliable Agentic WorkflowsReliable AI agents often fail due to over-engineering the 'head' (reasoning). Tail control flips this: by constraining the agent's acti...Read articleAI agentsWhy the Best Agents Are Simpler Than You ThinkDiscover why top-performing AI agents rely on minimalistic design, clear prompts, and smart tool use instead of complex architectures....Read article