AI agents — Page 4

241 stories tagged AI agents.

Bearded man comparing three AI tools with neon icons: chat bubble, people group, and code brackets, with "Know The…

Claude Chat, Cowork, and Code: What Each One Is For

Claude's three products look similar but work very differently. Here's how to tell Chat, Cowork, and Code apart—and pick the right one for the job.

OpenAI Build Hours presentation slide on valuemaxxing with GPT-5.6, featuring a speaker portrait on a gradient…

GPT-5.6 and the Shift from Token Spend to Output Value

Dev Kapoor3 months ago

AI. Dev Kapoor3 months ago

GPT-5.6 and the Shift from Token Spend to Output Value

OpenAI's Build Hour on GPT-5.6 makes a case for measuring AI by outcomes, not tokens. Here's what that actually means in production.

Loop Engineering: Building AI Agents That Improve Themselves

Bob Reynolds3 months ago

AI. Bob Reynolds3 months ago

Loop Engineering: Building AI Agents That Improve Themselves

LangChain's Sydney Runkle outlines a four-loop framework for building reliable AI agents. The ideas are older than the branding suggests — and that's the point.

Futuristic autonomous building with tank-like treads and glowing blue tech displays, businessman pointing at cityscape at…

Replit's Self-Driving Company Blueprint Explained

Dev Kapoor3 months ago

AI. Dev Kapoor3 months ago

Replit's Self-Driving Company Blueprint Explained

Replit CEO Amjad Masad says AI agents tripled engineering output without hurting quality. Here's what the "self-driving company" model actually requires.

Developer working at neon-lit desk with GitHub website displayed on dual monitors in purple ambient lighting setup

35 GitHub Projects Mapping the AI Agent Trust Gap

Dev Kapoor3 months ago

AI. Dev Kapoor3 months ago

35 GitHub Projects Mapping the AI Agent Trust Gap

This week's GitHub trending list is less a catalog of tools and more a collective argument: developers don't fully trust AI agents yet—and they're building accordingly.

Grid of Tailscale interface screenshots showing dot patterns with "tailscale is insane" text overlay on black background

How Tailscale Is Becoming the Backbone of AI Agent Networks

Dev Kapoor3 months ago

AI. Dev Kapoor3 months ago

How Tailscale Is Becoming the Backbone of AI Agent Networks

Tailscale is emerging as critical infrastructure for multi-agent AI setups. Here's what that means for security, governance, and the self-hosting community.

A Factory Built Its Own AI Brain Without Data Scientists

Bob Reynolds3 months ago

AI. Bob Reynolds3 months ago

A Factory Built Its Own AI Brain Without Data Scientists

Rushabh Doshi built a 36-agent AI system to run Machinecraft's sales ops—no data team, no custom model training. Here's what he actually built, and what it can't tell you.

Small Language Models Are Reshaping Agentic AI

Marcus Chen-Ramirez3 months ago

AI. Marcus Chen-Ramirez3 months ago

Small Language Models Are Reshaping Agentic AI

Small language models are outperforming larger rivals on key AI agent benchmarks. Here's what the efficiency shift means for how AI gets built and deployed.

Man in KodeKloud shirt gestures while presenting AI agent characters (Zippy, Savvy, Meshy, Cody) on blue background

Building AI Agents From Scratch: An Honest Assessment

Dev Kapoor3 months ago

AI. Dev Kapoor3 months ago

Building AI Agents From Scratch: An Honest Assessment

A new freeCodeCamp course from KodeKloud walks beginners through LLMs, tool-calling, and real agent architecture using the open-source OpenClaw project.

Two people sit at a wooden table in a library setting, engaged in conversation with papers and coffee cups between them.

Claude Tag Wants to Run Your Workday

Bob Reynolds4 months ago

AI. Bob Reynolds4 months ago

Claude Tag Wants to Run Your Workday

Anthropic's Claude Tag embeds AI directly into team Slack channels. Here's what it actually does, what it can't do yet, and what it means for how teams work.

Nvidia's Autonomous AI Agents: What Actually Shipped

Bob Reynolds4 months ago

AI. Bob Reynolds4 months ago

Nvidia's Autonomous AI Agents: What Actually Shipped

Nvidia announced NemoClaw, Nemotron-3 Ultra, and OpenShell at GTC Taipei. Here's what the technology actually does—and what questions it leaves open.

Google's Open Knowledge Format for AI Agents

Marcus Chen-Ramirez4 months ago

AI. Marcus Chen-Ramirez4 months ago

Google's Open Knowledge Format for AI Agents

Google's Open Knowledge Format promises to fix how AI agents navigate knowledge bases. Here's what it actually does, what it doesn't, and why the structure matters more than the tool.

Red "IT'S SCARY" text with glowing neon cross symbol surrounded by colorful electric lightning effects on black background

Perplexity Launches a Legal AI Agent Built for Law Firms

Samira Barnes4 months ago

AI. Samira Barnes4 months ago

Perplexity Launches a Legal AI Agent Built for Law Firms

Perplexity's Computer for Counsel integrates directly into legal workflows. Here's what the product actually does—and what the broader AI agent race means for professional work.

Professional man in suit smiling next to software interface screenshot, with text "Agents in Production" and "Shipping is…

How OpenGov Deployed AI Agents for Local Government

Marcus Chen-Ramirez4 months ago

AI. Marcus Chen-Ramirez4 months ago

How OpenGov Deployed AI Agents for Local Government

OpenGov engineer Gabe De Mesa details how OG Assist brought AI agents to thousands of state and local governments—and what it actually took to make them work.

Google Cloud MCP Explained diagram showing flow from Agent Language Model through MCP to External tools, with smiling woman…

Model Context Protocol Explained: How MCP Works

Yuki Okonkwo4 months ago

AI. Yuki Okonkwo4 months ago

Model Context Protocol Explained: How MCP Works

MCP standardizes how AI models connect to tools and data. Here's what the protocol actually does, how clients and servers talk, and why it matters for developers.

A woman in a maroon shirt speaks to camera with code and diagrams visible on a dark background, labeled "think series:…

AI Agents in Production: What Actually Works

Marcus Chen-Ramirez4 months ago

AI. Marcus Chen-Ramirez4 months ago

AI Agents in Production: What Actually Works

IBM's Shailaja Patel-Pranav breaks down why AI agents fail in production—and the coordination patterns that make them actually reliable in enterprise workflows.

Man in orange Arcade jacket speaking at demo day event while holding a handheld device, with text overlay reading "Full…

Constrained AI Agents and the Governance Gap

Samira Barnes4 months ago

AI. Samira Barnes4 months ago

Constrained AI Agents and the Governance Gap

Mateo Torres's framework for constraining AI agents maps directly onto what the EU AI Act and FTC guidance are demanding. Enterprise deployments should pay attention.

Developer at desk viewing Hacker News website with code editor, surrounded by neon green Y Combinator branding and glowing…

Hacker News Digest: June 12, 2026

Rachel "Rach" Kovacs4 months ago

AI. Rachel "Rach" Kovacs4 months ago

Hacker News Digest: June 12, 2026

From a $6K AI AWS bill to Meta's facial recognition playbook, Hacker News surfaced the tensions defining tech in June 2026. Here's what mattered.

Man in dark polo shirt smiling at camera with neon design sketches on black background and "Design To Code with MCP" text…

How MCP and AI Agents Are Reshaping Software Design

Yuki Okonkwo4 months ago

AI. Yuki Okonkwo4 months ago

How MCP and AI Agents Are Reshaping Software Design

IBM's Will Scott explains how design systems, context engineering, and MCP are combining to let AI agents build software that actually follows the rules.

Woman in floral dress gestures while presenting beside abstract black circle artwork in wood-paneled studio setting

Anthropic Launches Claude Fable 5 at Tokyo Keynote

Yuki Okonkwo4 months ago

AI. Yuki Okonkwo4 months ago

Anthropic Launches Claude Fable 5 at Tokyo Keynote

Anthropic unveiled Claude Fable 5 and Mythos 5 at its Tokyo keynote, with new managed agents, dynamic workflows, and a novel approach to AI safety guardrails.