AI agents
Deploy Local Agents Everywhere with LFM2.5-2.6B
Discover how LFM2.5-2.6B enables lightweight, privacy-preserving AI agents on edge devices. This compact model delivers strong reasoning a...
Aug 5, 202611 min
Articles tagged: AI agent
41 articles
AI tools
How I’m Making Sure My Analytics Career Doesn’t Get Eaten by AI
AI is transforming analytics, but instead of fearing it, I leverage it as a co-pilot. By focusing on strategic thinking, data storytelling...
Jul 21, 20268 min
AI tools
Context Engineering Isn’t Enough
This article explores a novel loop engineering experiment where context management occurs entirely outside the LLM, revealing critical ins...
Jul 18, 20268 min
AI agents
NVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic Retrieval
NVIDIA's Nemotron-3-8B-Embedding model achieves the top ranking on the Retrieval Text Embedding Benchmark (RTEB), setting a new standard f...
Jul 17, 20269 min
AI agents
What Building Shippy Taught Us About Building Agents
Lessons from developing Shippy, an AI agent for logistics, reveal that modular design, human-in-the-loop validation, and handling real-wor...
Jul 16, 20267 min
AI agents
Stop Ranking Agent Configs by Average Score
Ranking AI agent configurations by average score can be misleading. Learn why this metric hides critical failures and discover better eval...
Jul 8, 20268 min
AI agents
AI 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, actio...
Jul 4, 20268 min
AI coding
Your Coding Agent Bill Doubled. Here’s How to Fix It.
Rising costs from AI coding agents can drain your budget. Learn practical strategies to audit usage, optimize prompts, and switch to cost-...
Jul 3, 20266 min
AI agents
Introducing OpenWiki: An Open Source Agent for Automated Repository Documentation
OpenWiki is a new open source AI agent that automatically generates, updates, and maintains documentation for code repositories. It integr...
Jul 3, 20267 min
AI research
ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration
ScarfBench introduces a standardized benchmark to evaluate AI agents on migrating enterprise Java frameworks. It tests code refactoring, d...
Jul 2, 20268 min
AI agents
Build and Run Your Own AI Agent in the Cloud
Learn how to build and deploy a custom AI agent on cloud infrastructure. This guide covers architecture, tooling, and practical steps for...
Jul 2, 20267 min
AI agents
Running Untrusted Agent Code Without a Sandbox
Explore the risks and strategies for executing untrusted AI agent code without sandboxing, including isolation techniques, monitoring, and...
Jul 1, 20266 min
AI agents
Introducing Dynamic Subagents in Deep Agents
Dynamic subagents enhance AI agent systems by enabling real-time delegation of specialized tasks. This modular approach improves scalabili...
Jun 30, 20267 min
AI agents
Tail Control: The Counterintuitive Engineering of Reliable Agentic Workflows
Reliable AI agents often fail due to over-engineering the 'head' (reasoning). Tail control flips this: by constraining the agent's actions...
Jun 29, 20268 min
AI agents
Why the Best Agents Are Simpler Than You Think
Discover why top-performing AI agents rely on minimalistic design, clear prompts, and smart tool use instead of complex architectures. Sim...
Jun 27, 20267 min
AI agents
Prompt Caching with Deep Agents
Prompt caching reduces latency and cost in AI agents by storing and reusing processed prompts. This technique enables faster multi-step re...
Jun 27, 20267 min
AI agents
From Local LLM to Tool-Using Agent
Learn how to transform a local large language model into a powerful agent by integrating external tools like web search, APIs, and code ex...
Jun 26, 20268 min
AI agents
3 Agents. 3 LLMs. 1 Aging GPU: Engineering Parallel Inference on Bare Metal
Learn how to run three AI agents with separate LLMs simultaneously on a single outdated GPU. This article covers bare-metal parallel infer...
Jun 25, 20267 min
AI agents
How To Give Your Agent Memory
Learn how to equip AI agents with memory using vector databases, conversation history, and structured storage. Practical techniques for pe...
Jun 25, 20267 min
AI agents
Why I Stopped Using One Agent and Built a Multi-Agent Pipeline Instead
Discover why a single AI agent fell short for complex tasks and how a multi-agent pipeline improved accuracy, reliability, and efficiency...
Jun 24, 20267 min
AI agents
Build Real Agentic Apps Using CUGA: Two Dozen Working Examples on a Lightweight Harness
Discover how CUGA, a lightweight harness, powers two dozen practical agentic applications. Learn to build autonomous AI agents with code e...
Jun 23, 20269 min
AI agents
Tool Calling, Explained: How AI Agents Decide What to Do Next
Discover how AI agents use tool calling to decide their next action. This article breaks down the decision-making process, from function s...
Jun 21, 20269 min
AI research
MosaicLeaks: Can your research agent keep a secret?
MosaicLeaks reveals how AI research agents can inadvertently reconstruct sensitive information from fragmented data. This article explores...
Jun 19, 20268 min
AI research
Is it agentic enough? Benchmarking open models on your own tooling
Learn how to evaluate open-source AI agents for autonomy and task completion using custom benchmarks. A practical guide for researchers an...
Jun 18, 20269 min
AI agents
You Probably Don’t Need an Agent Framework
Many developers rush to adopt complex agent frameworks, but often a simple loop with an LLM suffices. This article explains when to skip t...
Jun 18, 20265 min
AI agents
Agentic Resource Discovery: Let Agents Search
Agentic Resource Discovery empowers AI agents to autonomously search, evaluate, and retrieve resources like APIs, datasets, or tools. This...
Jun 18, 20267 min
AI agents
From the Hugging Face Hub to Robot Hardware with Strands Agents and LeRobot
Discover how Strands Agents and LeRobot bridge the gap between AI models on Hugging Face Hub and real-world robot hardware, enabling seaml...
Jun 17, 20267 min
AI agents
Why Fleet Has Both General Purpose Chat and Specialized Agents
Fleet combines general-purpose chat with specialized AI agents to balance broad assistance and domain-specific expertise, enhancing user p...
Jun 17, 20267 min
AI research
The New Frontier: How AI Research Is Redefining Machine Intelligence
Explore the latest breakthroughs in AI research, from self-supervised learning to neuro-symbolic systems, and discover how these advances...
Jun 16, 20268 min
AI research
The Frontier of AI Research: From Deep Learning to Synthetic Cognition
AI research is rapidly evolving beyond deep learning into areas like neuromorphic computing and causal inference, promising more efficient...
Jun 15, 20269 min
AI agents
How to Build a Custom Agent Harness
Learn to create a flexible agent harness that orchestrates AI models, tools, and memory. This guide covers architecture, implementation st...
Jun 13, 20266 min
AI agents
How to Choose the Right Sandbox for Your Agent
Selecting the ideal sandbox for your AI agent ensures safe experimentation and robust performance. This guide compares isolation levels, s...
Jun 12, 20267 min
AI agents
Building Box AI: How an Enterprise Content Platform Went AI-Native with Deep Agents
A clear and practical article about artificial intelligence for a professional audience.
Jun 12, 20264 min
AI agents
Give your agent its own computer
A clear and practical article about artificial intelligence for a professional audience.
Jun 11, 20264 min
AI agents
Designing Efficient Verifiers for Legal Agents
A clear and practical article about artificial intelligence for a professional audience.
Jun 11, 20264 min
AI agents
The Missing Link Between Agents and Applications
A clear and practical article about artificial intelligence for a professional audience.
Jun 10, 20264 min
AI agents
Prefill Once, Fan Out: KV Snapshot Sharing for Multi-Agent LLM Pipelines
A clear and practical article about artificial intelligence for a professional audience.
Jun 10, 20264 min
AI agents
How an Agent Built a 3D Paris Gallery by Chaining Two Hugging Face Spaces
A clear and practical article about artificial intelligence for a professional audience.
Jun 9, 20264 min
AI agents
Harness, Scaffold, and the AI Agent Terms Worth Getting Right
A clear and practical article about artificial intelligence for a professional audience.
Jun 7, 20266 min
AI agents
Holo3.1: Fast & Local Computer Use Agents
A clear and practical article about artificial intelligence for a professional audience.
Jun 7, 20264 min
AI agents
AI agents for daily workflow automation: a risk-aware framework
A practical framework for introducing AI agents into daily work with clear task boundaries, human review, and proportional risk controls.
Jun 5, 20264 min