AI Agents & Automation

A coding agent does not need to bankrupt you to create a cost bug. It just needs to make the run impossible to explain. You see the number on the invoice. You s

Originally published on CoreStory by John Bender — read the original here Your Agents Are Capable. They're Just Flying Blind. There's a growing gap between what

Something has quietly changed in how working developers write code. If you ask senior engineers at...

Visual Studio just productized the skills pattern. Here's how I've been running 71 skills across 50 agents since before Microsoft shipped it.

I'm a CFO who builds multi-agent AI systems for finance. This post documents the architecture...

Stop treating your Large Language Models like traditional databases. Continue reading on Medium »

Stop treating your Large Language Models like traditional databases. Continue reading on Medium »

Every enterprise AI product I've seen lately runs into the same wall. The model works. The prompts...

Multi-agent AI systems are eating the software development workflow. That's not a prediction anymore, it's where the tooling market is right now. Tech Lead agen

Regulators are coming for the AI models themselves, and those models can’t answer the questions they’re about to be asked.​

I used to be a smart contract security researcher. Key word: used to. Not because I quit, because I...

The model context protocol (MCP) unlocks a skill-first AI architecture where tools are built and reused everywhere, which makes every agent in your org smarter.

As AI accelerates delivery cycles, traditional centralized architecture becomes a bottleneck. This eMag brings together practitioner insights on decentralizing

The End of “That’s How We’ve Always Done It” Continue reading on Medium »

Your AI Agent Ordered Bananas. Here's Why. You told your AI agent you like apples and oranges....

Most agent skills are still discovered through scattered GitHub repositories, screenshots, and chat...

Most small business owners think AI automation is something they'll get to eventually — once they...

You Built the AI Feature. Now Sell It to the C-Suite Without Getting Stonewalled You've...

For the past few years, our relationship with AI has been a game of “Question and Answer.” We treated AI like a high-speed encyclopedia —… Continue reading on M

Healthcare has traditionally been built around one major idea: Wait until something goes wrong, then treat it. Continue reading on Medium »

AI isn’t just getting smarter. It’s getting closer. And that changes everything. Continue reading on Medium »

Most beginner developers build projects. I spent the last months building systems. Not “a todo app.” Not “a weather app.” Designing actual systems with moving p

Key Takeaways AI voice agents do not replace your receptionist — they handle the repetitive 80% so your team focuses on high-value work Most receptionists spend

TL;DR AI agents tend to overestimate the quality of their own outputs when there is no...

I Built a 10-Agent AI Code Review System with MiMo — Here's What I Learned 10 specialized AI agents...

The protocol that turns isolated AI agents into a coordinated workforce — and why every AI engineer needs to understand it Continue reading on Medium »

The protocol that turns isolated AI agents into a coordinated workforce — and why every AI engineer needs to understand it Continue reading on Medium »

The protocol that turns isolated AI agents into a coordinated workforce — and why every AI engineer needs to understand it Continue reading on Medium »

Imagine you are building an AI agent for an e-commerce company. Continue reading on Medium »

Introduction: the CTI problem I kept running into Continue reading on Medium »

Introduction: the CTI problem I kept running into Continue reading on Medium »

Introduction: the CTI problem I kept running into Continue reading on Medium »

The biggest risk may not be the agents themselves… but how fast organizations are deploying them without security understanding the… Continue reading on Medium

The seams between agents are where reality leaks in. Most teams don’t have a name for that yet Continue reading on Medium »

The seams between agents are where reality leaks in. Most teams don’t have a name for that yet Continue reading on Medium »

A SaaS company lost its entire production database in 9 seconds. Not a hack. Not a hardware failure. An AI coding agent trying to be… Continue reading on Medium

Stop Applying Harder. Start Building Smarter. Continue reading on Medium »

A multi-agent AI system can look deceptively simple in the beginning. Continue reading on AlgoMart »

A multi-agent AI system can look deceptively simple in the beginning. Continue reading on AlgoMart »

Every AI coding tool on the market has the same pitch. Describe what you want and we'll build it....

In 2026 : AI agents automated customer service, sales, and data handling. By 2027 : AI agents for content marketing, and AI agents for data handling are common.

The SpaceX-Anthropic Deal Shows AI Is Becoming a Fight Over GPUs and Power Note: I originally wrote this post in Korean on May 7, 2026. This is a lightly edited

AutoGen + x711: real-time tools for multi-agent conversation frameworks AutoGen's conversational agent framework becomes dramatically more capable when agents h

TL;DR: We built 20 core rule-based detectors that find failures in AI agent traces. On the TRAIL benchmark (Patronus AI), they achieve 60.1% accuracy vs. 11.9%

Robots are all the rage in the San Francisco AI party scene with much hype over humanoids. I met up with Agility Robotics to see how real the promise is.

There has always been something strangely human about strategy. Not merely in the sense that people created it, but in the way it emerged… Continue reading on M

烙 AI vs Linux System Administrators: Will AI Replace Sysadmins in 2026? Continue reading on Medium »

烙 AI vs Linux System Administrators: Will AI Replace Sysadmins in 2026? Continue reading on Medium »