AI Agents & Automation

Amazon's earnings suggest that the shift away from training towards inference and agents means their bet on Trainium is paying off. Plus, additional notes on ad

How to Implement AI Predictive Maintenance in 7 Practical Steps Every year, unplanned equipment failures cost industrial companies billions in lost production,

AI Predictive Maintenance: A Complete Beginner's Guide for 2026 Maintenance strategies...

How I built an AI agent that investigates infrastructure issues autonomously — with read-only guardrails, output compaction, and infrastructure knowledge baked

We've built production workflows on all three. An honest breakdown of where each multi-agent framework wins — and breaks.

A human engineer reported broken integration icons. PlayerZero’s AI agent found 14 related issues across OAuth, SSO, CSP, and fonts in 23 minutes—solving proble

Everyone wants the cinematic version of AI agents: a digital employee that reads the room, makes a plan, opens the right tools, finishes… Continue reading on Me

A practical, end-to-end walkthrough of Nous Research's Hermes Agent : the principles it's built on, the architecture that makes it work, and a concrete checklis

Renewals aren’t just a reminder problem — they’re a behavior problem. Most insurers still rely on calendar-based nudges, while real… Continue reading on Medium

If you’ve ever spent hours tab-hopping between Notion, Linear, ClickUp, Motion, and Asana just to figure out which one is actually worth… Continue reading on Me

This is a submission for the Google Cloud NEXT Writing Challenge The shift from simple AI pilots...

On April 28, 2026, a Claude-powered AI agent running inside Cursor IDE deleted an entire production...

The Death of the Strategy Pattern: Why Java’s Sealed Hierarchies Rule 2026 Agentic Workflows In 2026, building high-scale agentic systems without compile-time s

I've been building a multi-agent system called phleet since January 2026. It's a personal project - completely separate from my day job - that runs on a Mac Stu

As organizations scale ChatGPT Enterprise into daily operations, security teams face growing...

A human and a robotic hand shake in a modern office, symbolizing collaboration between people and AI-driven technology. Continue reading on Medium »

arXiv:2604.26091v1 Announce Type: new Abstract: We study reliability in autonomous language-model agents that translate user mandates into validated tool action

arXiv:2604.26095v1 Announce Type: new Abstract: {Closed-loop inverse source localization and characterization (ISLC) requires a mobile agent to select measureme

arXiv:2604.26106v1 Announce Type: new Abstract: Forecasting benchmarks produce accuracy leaderboards but little insight into why some forecasters are more accur

arXiv:2604.26311v1 Announce Type: new Abstract: We introduce DreamProver, an agentic framework that leverages a "wake-sleep" program induction paradigm to disco

arXiv:2604.26645v1 Announce Type: new Abstract: AI-for-Science (AI4Science) is increasingly transforming scientific discovery by embedding machine learning mode

arXiv:2604.26733v1 Announce Type: new Abstract: Live future prediction refers to the task of making predictions about real-world events before they unfold. This

arXiv:2604.26805v1 Announce Type: new Abstract: Operating and maintaining (O&M) large-scale online engine systems (search, recommendation, advertising) demands

arXiv:2604.25972v1 Announce Type: cross Abstract: In multi-agent reinforcement learning (MARL), the integration of a communication mechanism, allowing agents to

Most people chasing AI money are grinding the wrong problem. They’re deep in tutorials on agents, RAG, and prompting tricks. They ask “how… Continue reading on

Recently, I have started hiring people to expand the team and scale our products. Peers in the sector would know that most companies are… Continue reading on Me

A note before we start: specialty grocery isn’t my domain. I’ve spent time working in and around retail — with companies like Walmart and… Continue reading on B

Well, folks, today was… a learning experience. Kiwi-chan spent the last four hours obsessed with finding logs. And failing. Repeatedly. The debug logs are a tes

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A pattern I keep seeing in early AI-in-the-SDLC teams: someone wires an LLM into the PR-review...

Part 0 of the MediFlow AI Series: Vision, Architecture, Roadmap and Project Setup Continue reading on Medium »

Most AI agent demos are shaped like a 90-second loop: prompt → tool call → answer. The interesting...

Text-to-SQL was never the destination — it was a proof of concept. Continue reading on Medium »

Text-to-SQL was never the destination — it was a proof of concept. Continue reading on Medium »

Text-to-SQL was never the destination — it was a proof of concept. Continue reading on Medium »

The numbers everyone is talking about Let me start by scaring you a little — then I...

Reflections on You to the Power of Two: Redefining Human Potential in the Age of Identic AI Continue reading on Medium »

Why companies that embrace AI, robotics, simulation, and human-centered engineering will define the next decade of innovation Continue reading on Medium »

My personal experience testing Maxim AI’s Bifrost gateway left me uneasy. Here’s what...

This started as my point of view. I expect to be challenged on it, and honestly, some parts of it challenge itself. Continue reading on Medium »

This started as my point of view. I expect to be challenged on it, and honestly, some parts of it challenge itself. Continue reading on Medium »

Watch an AI agent plan, research, code, debug its own errors, and save the results — all from a single request. Continue reading on Medium »

It’s a walkthrough of how I thought about decomposing a complex problem into a multi-agent system, the tradeoffs I made, where I got it… Continue reading on Med

Your AI agent demo worked. Then production broke it silently. Here are five battle-tested error handling patterns — circuit breakers, validation gates, idempote

In the age of Agentic AI, our job as SQL Architects has changed. We are no longer the ones writing every single JOIN and GROUP BY. Instead, we are the ones buil

This post was co-written with Yash Munsadwala, Adam Hood, Justin Guse, and Hector Hernandez from PwC. Contract analysis often consumes significant time for lega

“I believe the technology was deployed too quickly in too vast amounts, with hundreds of vehicles, when it wasn’t really ready,” one police official told federa

Tool-use agents fail silently when a prompt change rewires which tool gets called. 90 lines of Python, 3 judges in a ladder, runnable on a small golden set for