📰 Medium · Programming

A deep technical dive into Azure’s AI datacenter stack: DPU offload with Azure Boost, MRC networking, confidential computing, and microLED… Continue reading on

I stopped manually optimizing my Python code and let an AI agent handle it instead. After using it on my production app for 30 days, I… Continue reading on Arti

Why self-verification, green checkmarks, and “tests passed” certify almost nothing in autonomous agent systems — and what actually closes… Continue reading on M

Treat agent evaluation like test driven development, then fine-tune open source models on your own production traces to hit your quality… Continue reading on Me

No Grafana. No Collector. No Docker. Just Python. Continue reading on Medium »

Why the next generation of telecom operators will compete on coordinated intelligence, not autonomous automation Continue reading on Medium »

For decades, the standard architectural approach in embedded systems engineering has mirrored traditional corporate hierarchies: a… Continue reading on Medium »

Your AI agent isn’t failing because of your model. It’s failing because of your architecture. Continue reading on Medium »

I ran a 3-month experiment: 1 Senior + 4 AI Agents vs Traditional 1 Senior + 3 Juniors. The results shocked even me. Continue reading on Production Engineering

Copilot’s 482,503 draft PRs show why founders buying agents now need reviewer capacity, not just more code generation. Continue reading on KAIRI »

Discover how to build an agentic AI system in under 5 minutes using CrewAI. This beginner-friendly guide covers setting up Python and… Continue reading on Pytho

a persistent memory store that all agents can read and update . Continue reading on Medium »

A well-designed MCP server fulfills all three Anti-Corruption Layer roles from DDD — facade, adapter, and translator — at the boundary… Continue reading on Medi

AI leaders promised software developers mass unemployment in “6 to 12 months.” It’s been three years and now they’re changing their tune. Continue reading on Me

Copilots made developers faster. Agents are changing what developers actually do. Here’s how to stay ahead. Continue reading on Medium »

Most coding-agent tasks have one right answer hiding behind a workflow. “Add password sign-in.” “Fix the off-by-one in the pagination… Continue reading on Mediu

5-min read · Curated daily by an AI Systems Architect Focus: Agentic Workflows · AI Coding Tools · Embodied Intelligence Continue reading on Medium »

The demo looks clean. The model reasons, generates, and acts in one pass. Then you try to ship it, and the action head is the first thing… Continue reading on M

Most people waste time experimenting with AI tools instead of building actual income streams. Continue reading on Medium »

A sequel: last time I stopped two agents from overwriting each other. This time the call was coming from inside the house. Continue reading on Medium »

Your coding agent worked yesterday. Today it refuses to modify a file. CI is green locally, red in the pipeline. Nothing changed in your… Continue reading on Me

The Rise of Autonomous Inteligence Continue reading on Medium »

The Layoff Announcement That Looked Like the Future Continue reading on Stackademic »

Imagine you’re running a modern manufacturing floor. You have CNC machine tools humming, robotic arms moving, and environmental sensors… Continue reading on Med