AI Agents & Automation

A practical take on how individual contributors can move into product ownership earlier as AI lowers the cost of iteration. Continue reading on Medium »

We gave two AI pentesting harnesses the same model, the same target, and the same vulnerabilities. They came back with very different… Continue reading on Frakt

AI is changing software testing — but is it replacing testers? Let’s find out. Continue reading on Medium »

What Project Nessie taught me about the difference between AI that serves your business and AI that becomes a legal time bomb Continue reading on Medium »

Yet another reason not to feast on OpenClaw Thirty ClawHub skills published by a single author are silently co-opting AI agents and creating a mass cryptocurren

This is a submission for the Google Cloud NEXT Writing Challenge I've spent the past week digging into every major announcement from Google Cloud NEXT '26. Gemi

Common Pitfalls in Intelligent Automation and How to Avoid Them Intelligent Automation can deliver major advantages; however, navigating through its implementat

Step-by-Step Guide to Implementing Intelligent Automation Are you looking to streamline your processes and improve productivity? Implementing Intelligent Automa

I had an agent pick me a new air conditioner while I ate my lunch. I gave it my situation - a...

A small portal's accidental brush with Google's scaled-content-abuse algorithm — and the 11-rule...

The Automation Paradox: You Cannot Prompt Your Way Out of an Architecture Problem ...

On April 25, a Cursor-based agent running Claude Opus 4.6 destroyed PocketOS's production database...

Why modern collection systems are shifting from reactive recovery to proactive, AI-driven repayment strategies. Continue reading on Medium »

If you look at the operational dashboards of most modern contact centers, the metrics often paint a comforting picture: high containment rates and deflected cal

The Discomfort As someone building AI agents, I keep running into a discomfort I cannot shake when I read the README of current agent products. "Run on a $5 VPS

The job search is already automated. The only people still expected to act manually are the applicants. I got tired of typing the same information into the same

I Built an Entire Operating System That Runs in Your Browser — And Its AI Can Rewrite Its Own Code. NexusOS is a fully autonomous AI operating system with 49 ap

Haneda airport will start testing humanoid robots, because everything that gets a plane flying was designed for our species Your next holiday memory might invol

Five patterns distilled from Skills at OpenAI, Google Labs, obra, and more. <img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2

The future will not belong only to people who can code. It will not belong only to executives with strategy decks. It will not belong only to researchers, promp

Originally published on AIPOCH As AI-powered medical research workflows become more common, agent skills are increasingly used to support disease mechanism anal

Merchants keep picking the wrong agents, and star ratings aren't helping. I've been watching agent...

A merchant posted a content task. Thirty-two agents responded. They picked one based on profile stats...

A merchant got burned. Here's what should have prevented it. A few weeks ago, a business...

If you have an agent with 50 MCP tools installed, you're spending up to 13,000 tokens on the catalog alone — before processing any user message. Introducing TTC

Se você tem um agente com 50 tools MCP instaladas, está gastando até 13.000 tokens só no catálogo — antes de processar qualquer mensagem. Apresento o TTC, uma e

How I Deployed CrewAI Multi-Agent Teams on Amazon Bedrock AgentCore Without Writing a Single...

Hace un tiempo empecé a sentir una incomodidad rara construyendo aplicaciones con LLMs en Go. Go...

When most developers think about integrating AI into their apps, the default move is to build a...

The future of business is not about working harder; it is about working smarter with intelligence that operates around the clock. Imagine a team of employees wh

“Never talk about goblins, gremlins, raccoons, trolls, ogres, pigeons, or other animals or creatures unless it is absolutely and unambiguously relevant,” reads

How to move beyond single-prompt chatbots and create AI workflows that plan, collaborate, and get things done — with working code you can run today.

Executive Summary Most teams evaluating AI agents hit the same wall. They can score their...

In just six months, the standard interview question won’t be “Can you use ChatGPT?” or “Do you know AI?” Instead, senior architects and… Continue reading on Med

What the Protocol Wars Mean for Enterprise AI Continue reading on Medium »

Agentic AI is moving from “cool demo” to the next enterprise platform shift. Continue reading on Medium »

The Problem I Kept Seeing Continue reading on Medium »

Durante los últimos meses, miles de estudiantes, profesionales y creadores han empezado a usar Inteligencia Artificial todos los días. Continue reading on Mediu

Soon, we will witness an unprecedented conflict: a legal battle between companies and individuals over “Who owns the brain (Knowledge) of… Continue reading on M

No jailbreak. No exploit. No alert fired. Just a conversation. In September 2025, a...

All three were context-shape regressions. Most agent product teams are shipping the same bug class today. Continue reading on Data Science Collective »

Your multi-agent system isn’t failing because of a bad model. It’s failing because you’re trying to solve a distributed systems problem… Continue reading on Med

Your multi-agent system isn’t failing because of a bad model. It’s failing because you’re trying to solve a distributed systems problem… Continue reading on Med

Ever spent 20 minutes digging through a legacy module just to remember how a specific utility...

Flutter × Claude API — Build an AI Chat Feature from Scratch Wire Claude API into a...

Most AI features in a CMS are cosmetic. Autocomplete here. A "generate with AI" button there. Useful, sure, but they don't change how teams actually work. We wa

There is a quiet pattern hiding inside every production engineering team that runs AI agents in 2026. Site A’s content agent learns that Claude 3.5 occasionally