AI Agents & Automation

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

A plain-language explainer of Model Context Protocol — what it is, how hosts, servers and clients work together, and why the open standard matters for developer

The Model Context Protocol crossed 97 million monthly SDK downloads in March 2026. It went from Anthropic's internal experiment to the Linux Foundation's Agenti

Agents are not only changing software writing; they are also reshaping the infrastructure. This week, GitHub admitted its old capacity… Continue reading on Medi

One place for scattered Notion / Slack / email / repos to become a writable, scoped, snapshot-backed tree — open source under Apache 2.0. Continue reading on Me

One place for scattered Notion / Slack / email / repos to become a writable, scoped, snapshot-backed tree — open source under Apache 2.0. Continue reading on Me

To sustain productivity in long-running agent systems, Slack engineers moved away from accumulating chat logs and started using structured memory, validation, a

The idea is simple: AI agents send a lot of stuff over the network: prompts, code snippets, logs,...

I was leading a project running a bunch of AI jobs. The models weren't huge, but our compute bill kept growing. Turns out the problem wasn't the models — it was