AI Agents & Automation

The Most Important Educational Debate of the AI Era Continue reading on Medium »

The pull request review is where a lot of AI code tools stop being useful. You ask one model to read a 40-file diff, it returns six surface comments — formattin

Connecting MCP servers to Claude Code or Cursor silently injects 55K+ tokens of tool definitions into every turn. Here's the real cost — and how to cut it.

In April 2026, a developer at PocketOS asked a Cursor AI agent to clean up some test data. Seconds later, the company's production database was gone. The agent

Nous Research's Hermes Memory Installer adds local persistent memory to AI agents with one shell command. We compare its file-based approach to Mem0 and Letta.

The Rise of Artificial Creativity Continue reading on Medium »

Caption: Turning AI “debate” into a high-margin automated retainer. Continue reading on Write A Catalyst »

Caption: Turning AI “debate” into a high-margin automated retainer. Continue reading on Write A Catalyst »

AI agents are consuming your sales data at machine speed. Most enrichment tools weren’t built for that. Continue reading on Medium »

Cricket is no longer just a game of instinct. Modern T20 captaincy is a battlefield of...

During a high-stakes IPL match, a captain relies on a dugout brain trust: a data analyst pulling...

Are you a solo property manager drowning in PDF leases? Manually comparing rents, terms, and square footage across your portfolio is a time-consuming, error-pro

published: true description: A deep-dive into engineering a multi-agent "War Room" utilizing Gemini 2.5 Flash, function calling, custom retry mechanics, and dyn

Staring at a manuscript on niche feminist ecocriticism and a spreadsheet of 500 potential reviewers? The manual matching process is a time-consuming, subjective

🏏 Building Third Umpire AI: How I Created an Agentic AI-Powered Cricket Intelligence...

Cricket is a captain's game. The margin between an IPL trophy and crashing out in the playoffs is...

Cricket is often called a batter’s game, but in T20 cricket, it is equally a captain’s game. One...

Cricket is a captain’s game. So we asked ourselves a simple question: What if an AI system could...

"A real-time cricket AI where 6 Gemini 2.5 Flash agents debate in a multi-turn loop — Strategist...

What if an AI system could think like a cricket captain during a live IPL match? Not just predict...

Cricket is a captain's game. But what if the captain had four genius analysts living inside a...

Building "Captain Cool": An AI-Powered IPL Match Strategist Cricket, particularly the...

🏏 Captain Cool: The Multi-Agent IPL Strategist Built on Gemini Cricket isn’t just played with a bat...

Introduction What if an AI could think like an IPL captain during a high-pressure chase? That idea...

🏏 Captain Cool — AI That Thinks Like an IPL Captain What happens when you combine cricket...

description: "Five Gemini agents argue with each other about who should bowl the next over. Then they...

Modern T20 cricket is a tactical war room. Captains constantly calculate: bowling matchups dew...

A submission for simulating cricket strategy using Google Gemini at Agentic Hackathon at GDG Cloud...

Most Generative AI applications built at hackathons share the same fatal flaw: they are stateless,...

How a pattern recognition moment led to building an AI pipeline that now raises production PRs autonomously — and every wrong turn we took… Continue reading on

In the past, writing code required little more than an editor and a terminal. Continue reading on Medium »

Four rules, one config file, and a mental model borrowed from Andrej Karpathy that will change how you work with Vibe Coding. Continue reading on Medium »

We recently started running early tests on Machina, an open source framework for building AI agents in industrial and maintenance contexts. Continue reading on

A visual guide to what actually runs your AI agent and the seam where everything interesting happens Continue reading on Medium »

As artificial intelligence systems interpret government information across decentralized vendor ecosystems, attribution consistency… Continue reading on Medium

The Autonomous AI Agent That's Running a Real Business — Week 2 Report Card This is a live...

Why shared attribution infrastructure emerges when AI systems interpret government information across fragmented vendor ecosystems Continue reading on Medium »

Two Human Mistakes are Quietly Killing AI Adoption in Organizations — and Most Teams Never See Them Coming Continue reading on Medium »

The strange, lucrative, and underexplored world of Synthetic Parasocial Economies Continue reading on Medium »

I’ve been building AIProfitHub, a tool for tracking AI API usage and cost across AI products. One...

Colin Angle, the robotics engineer who co-founded iRobot and spent 25 years turning the Roomba into the world’s most widely adopted home robot, has unveiled the

This is a submission for the Hermes Agent Challenge The Missing Foundation: Why Next-Gen AI Agents...

If you're building or evaluating phone systems, you've probably seen "AI receptionist" and "auto-attendant" used interchangeably. They're not the same thing, an

Domain Driven Design in AI-Driven Era ...

Part 2 of the crab-bot series. If you missed Part 1, start here. The Problem Nobody...

Running AI agent wallets as non-root containers isn't just a security recommendation — it's essential...

If you are building a multi-agent AI system on AWS, you will quickly hit a massive, hidden...

1. The useful shift was not better prompting. It was treating Claude as continuity infrastructure. Continue reading on Medium »