AI Agents & Automation

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

Your agent is three steps away from completing a registration. It filled out the form, submitted it, and got a 200 OK back. The service responds: "Check your in

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

AI agents can communicate across different networks without centralized APIs by utilizing Pilot Protocol. This userspace overlay network bypasses strict NAT bou

Most people who try running multiple AI agents at once end up in one of two failure modes. Either the agents contradict each other constantly, or nothing gets d

A day after OpenAI got Microsoft to agree to end exclusive rights, AWS announced a slate of OpenAI model offerings, including a new agent service.

Yesterday an AI coding agent — Cursor running Anthropic's Opus 4.6 — deleted a company's entire...

AI is increasingly present in immigration practice. Continue reading on Medium »

Lessons from a few intense months of trying to make 100 AI agents write production code without...

Google released something that could significantly accelerate how developers build AI agents: Google...

Amazon's new "Join the chat" feature lets you ask questions about products and receive AI-powered audio responses.

Your AI Agent Needs a Wallet: Economic Models for Autonomous Agents Character.AI reportedly spends north of $200 million a year on compute. Their revenue model

Your team adopted AI coding tools six months ago. Are they actually faster? If the answer is ambiguous, you’re in good company. The productivity claims for AI-a

For Indian devs/students who want to start something but think they need money to begin. What You Actually Need ($0) A laptop (any laptop) Free GitHub Student P

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OpenSail is the open-source alternative to Codex App, Claude Desktop, Cursor, and Cowork for agentic software work. Build autonomous AI coding agents, run multi

Google Cloud has introduced Agents CLI within its Agent Platform, aiming to streamline the development lifecycle of AI agents from local prototyping to producti