Tag

ai agents

11 articles tagged “ai agents”.

June 20, 202611 min

Most AI Agents Aren't in Production. Here's What Works.

Surveys say 42% of companies run AI agents in production. The rigorous data says single digits. What agents reliably do in 2026, and what to automate now.

Self-Evolving AI Agents: The Optimizer Is the Easy Part

AI & Automation

June 10, 20268 min

Self-Evolving AI Agents: The Optimizer Is the Easy Part

AI agents can now rewrite their own prompts. The research settled on GEPA this year, but the hard work is the production layer around it: test, gate, roll back.

Claude in 2026: Models, Apps, Claude Code, and the API

AI & Automation

June 6, 202614 min

Claude in 2026: Models, Apps, Claude Code, and the API

A field guide to the whole Claude ecosystem in 2026. The model family, claude.ai, Claude Code, and the developer API, and which one to reach for when.

n8n, LangGraph, Temporal: Automation Done Right

AI & Automation

June 1, 20269 min

n8n, LangGraph, Temporal: Automation Done Right

Everyone wires up n8n. Almost nobody knows where it stops. Real automation is three layers, and n8n is only the first one. Here is the whole stack.

The EU AI Act in 2026: Reading the Law After the Omnibus

AI & Automation

May 14, 202610 min

The EU AI Act in 2026: Reading the Law After the Omnibus

What changed on 7 May 2026, what August still triggers, and how a small AI shop in Europe actually puts the rules into code. Plus where we can help.

WebMCP Reality Check: Where the Spec Actually Stands

AI & Automation

May 13, 202610 min

WebMCP Reality Check: Where the Spec Actually Stands

WebMCP is W3C Draft, Chrome 146 has it flag-gated, no major agent calls it yet. State of the browser-native AI protocol in May 2026 plus our code audit.

MCP Marketplaces in April 2026: A Field Report from 33 Platforms

AI & Automation

April 19, 20269 min

MCP Marketplaces in April 2026: A Field Report from 33 Platforms

Over 12,000 MCP servers across 33 registries. We submitted to most. Why MCP discovery is four markets, not one, and which seven channels actually matter.

AI Agent Traps: How Websites Detect and Manipulate AI Agents

AI & Automation

April 6, 20268 min

AI Agent Traps: How Websites Detect and Manipulate AI Agents

Google DeepMind reveals 6 attack categories against AI agents. What Dynamic Cloaking is, why Memory Poisoning is dangerous, and 3 actions SMBs should take now.

20+ AI Agents Instead of 6 Employees: How Agent Fleet Works

AI & Automation

March 28, 202612 min

20+ AI Agents Instead of 6 Employees: How Agent Fleet Works

A fleet of over 20 specialized AI agents that autonomously handle marketing, DevOps, research, and QA, with dedicated memory and self-improvement.

The Agentic Web: The Next Evolution of the Internet

AI & Automation

February 14, 202611 min

The Agentic Web: The Next Evolution of the Internet

After the Mobile Web comes the Agentic Web: AI agents become the primary interface between humans and the internet. Those not AI-Ready become invisible.

AI Agents 2026: From Chatbot to Autonomous Assistant

AI & Automation

December 15, 20259 min

AI Agents 2026: From Chatbot to Autonomous Assistant

The next evolution: Multi-Agent Systems where distributed AI agents autonomously collaborate on complex business tasks.