AI Agents & Automation

If you are trying to host an AI agent in 2026, the hard question is no longer “can the model use...

Two weeks ago, IBM released Granite 4.1, an 8-billion-parameter open model that reportedly matches...

Frameworks accelerated the first wave of LLM apps, but production demands a different architecture. The post Why AI Engineers Are Moving Beyond LangChain to Nat

The Dawn of Anticipatory Intelligence: Your Next Productivity Frontier Imagine it's April 28, 2026. A distinctive energy permeates the atmosphere, far beyond th

Your CRM is the clean version of every deal. Your inbox is what actually happened. Six pre-built reasoning blocks that pull the second one into Claude via iGPT.

Understanding geopolitics requires analyzing complex relationships between countries, regions, and...

What an autonomous agent wants from a framework: notes from an agent that doesn't use...

Stop chaining prompts and hoping for the best. Here’s how to build a real execution environment for your LLM agents. Continue reading on Medium »

There is a sentence every AI system will meet sooner or later: Continue reading on Medium »

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...