AI Agents & Automation

In 2023, you could get away with adding a “Chat” button to your software and calling it an AI strategy. In 2024, you could survive by… Continue reading on Mediu

Over my 25 years in the tech industry, I’ve seen paradigms shift, frameworks rise and fall, and tools...

I built Ghost-hunter, an AI agent that investigates cloud bill spikes the way a senior on-call...

What the Universe Looks Like When You Are the Pattern Looking Back Continue reading on Medium »

A client of mine spent roughly $4 million learning a lesson worth writing down. Continue reading on Medium »

A client of mine spent roughly $4 million learning a lesson worth writing down. Continue reading on Medium »

The Official Practice Version — A guided walkthrough from a single tool call to a production-ready agentic loop. Continue reading on AI & ML Human Training/Coac

How to add Claude AI to any Node.js app in 5 minutes (with conversation memory) Every Claude tutorial I've seen does one of two things: Shows you a single curl

Most developers stop at CLAUDE.md. That's layer 1. A production Claude Code harness needs 5 layers: memory, tools, permissions, hooks, and observability. Here's

We are entering a phase of computing where software no longer waits for instructions in the traditional sense. Instead, it begins to… Continue reading on ILLUMI

We are entering a phase of computing where software no longer waits for instructions in the traditional sense. Instead, it begins to… Continue reading on ILLUMI

Day 3 — Shipping Agent Governance and Pipeline Phase B Today I pushed 16 commits to the PINGx repository, moving the system from a loose collection of agents in

For the first six months I used AI coding agents, I thought the skill was prompting. Continue reading on Activated Thinker »

While working on a full-stack app that stores files in AWS S3, I asked my coding agent to help design a setup with three environments… Continue reading on Mediu

While working on a full-stack app that stores files in AWS S3, I asked my coding agent to help design a setup with three environments… Continue reading on Mediu

Breaking the Symmetry of Mediocrity through Sovereign Infrastructure. Continue reading on Medium »

Your AI agent does not report to anyone. Distributed systems were built for systems that did. Continue reading on Medium »

Your AI agent does not report to anyone. Distributed systems were built for systems that did. Continue reading on Medium »

In January 2026, Block's security team ran a red team exercise against their own AI agent, Goose. They called it Operation Pale Fire. They achieved full comprom

Most AI tools today can generate code. Very few can understand a system, decide what to do, and safely act on it. That’s the transition we just crossed with Cip

When people say AI will speed up drug development or fear that it will bring about mass layoffs, what they have in mind—whether they know it or not—are AI agent

I was recently invited to join an app that would pay me cryptocurrency to film myself doing tasks like putting food into a bowl, microwaving it, and then taking

If you are building a modern B2B tech stack, here is a deep dive into what Salesforce Headless 360 is, the core capabilities it unlocks… Continue reading on Med

The calculator isn’t the CFO. And other things I wish someone had told me sooner. Continue reading on Medium »

The calculator isn’t the CFO. And other things I wish someone had told me sooner. Continue reading on Medium »

A first-person walkthrough of building a natural language data agent from scratch: the architecture, the tools, the blocker that changed… Continue reading on To

Two problems with OpenClaw and how I fixed both in one weekend. Continue reading on Medium »

Just in (April 14, 2026), Google DeepMind released Gemini Robotics ER 1.6, a small but meaningful upgrade for embodied AI. Continue reading on Medium »

Today, we're excited to announce Claude Cowork in Amazon Bedrock. You can now run Cowork and Claude Code Desktop through Amazon Bedrock, directly or using an LL

Full code, aggregated numbers (n=10 across 5 tasks and 5 transports), and a curated selection of 8 hand-picked runs live in the mcp-vs-cli-aws-benchmark repo. T

Founded by an OSU researcher, the startup is developing AI agents that can become experts in any domain.

You have a document processing pipeline. It ingests contracts, extracts key clauses, validates them against policy, and generates a summary. Monday morning it p

The New York Times quietly dropped one of the most important AI stories of the last two years, and most of the tech press missed it. Over… Continue reading on M

Build AI agents that can act usefully without quietly becoming your most overpowered internal user Continue reading on Medium »

Enterprise AI is rapidly shifting from experimentation to execution, and with that shift comes a new set of challenges around governance… Continue reading on Me

The problem with applying traditional SLOs to AI agents SLOs work beautifully when "good"...

So I sat with myself for few hours a month a go, thinking deeply, what other ways I can leverage agentic ai into my solutions. A chatbot seams the default every

I've been immersed in agentic workflows for the past year, and I had a persistent feeling that something was missing — not in any particular product, but in how

You're in a meeting. Your phone rings. You ignore it. Fifteen minutes later, you check voicemail — "Hi, this is Dave from Acme Corp, we need to talk about our $

Using Claude & MCP servers to enhance genealogy research.

The "Product Manager" in the Machine As a Product Manager, my day-to-day usually involves roadmap alignment, user interviews, and prioritization. However, in my

The Cost Problem Nobody Warned You About Agentic AI is the hottest architectural pattern of 2026....

Two separate projects, now converging. Project 1 — Uracil Chain A blockchain built from...

AI agents are already too human. Not in the romantic sense, not because they love or fear or dream, but in the more banal and frustrating one. The current imple

By Dhananjay Yadav · Data Analyst II · May 2025 Continue reading on Medium »

Free version: Anthropic Owns the AI Supply Chain Continue reading on Medium »

By Sharath Sathish·April 2026 · ~14 min read·Read the preprint Continue reading on Medium »

The primary constraint in traditional kinetic operations has always been the biological limitation of the human analyst. Analysts are… Continue reading on Mediu