
Beyond the Hype: The Realignment of AI Power and the Rise of Model-Agnostic Infrastructure
Just as we've seen in the DevOps world, most organizations adopt AI tools, but few truly understand the outcomes they are buying into. In February 202...

Just as we've seen in the DevOps world, most organizations adopt AI tools, but few truly understand the outcomes they are buying into. In February 202...

FinOps is an evolving cloud financial management discipline and cultural practice that enables organizations to get maximum business value by helping...

If you work with Helm, you know the pain: Go-template directives scattered across YAML files with no consistent indentation. Standard YAML formatters...
Introduction In today's fast-paced software development landscape, organizations are increasingly adopting containerization and orchestration platform...

Memory drift detection, automated staleness alerts, maintenance pipelines, and the multi-project context system that catches cascading… Continue readi...

Mike Coogan, CISO of Brinks Home, argues that enterprise security should enable innovation, not block it. Drawing on lessons from AWS cloud migration,...

In this exercise you will explore the capabilities Microsoft Entra ID offers in protecting your password. You will see how you can automate and enforc...

I recently received the news that I was not selected for the Amazon Web Services (AWS) Community Builders Program this year. Yes, it is disappointing....

For the past eight months, I have been running six autonomous AI agents as part of my company Zinin Corp. Not demos. Not notebooks. Production systems...

Readable stack traces in production: source maps + OpenTelemetry Two years ago I left Sentry and moved to OpenTelemetry. The one thing I could not rep...

Originally published on pritamroy.com Setting the Stage: What Actually Happened on March 8, 2026 Before we talk infrastructure, let's appreciate the s...
A technical guide Continue reading on Medium »

Your AI Agent's Memory Is Broken. Here Are 4 Architectures Racing to Fix It RAG was never designed to be agent memory. Observational memory, self-edit...

I had a Python Lambda project sitting in a repo with zero CI/CD. No pipeline, no automation, just sam deploy from my laptop like it's 2019. So I used...

Running a production app with ~10,000 active users on a $5/month VPS sounds impossible. But it's not, if you're smart about your tooling. Here's my en...

Hey future AI gurus! Get ready because a brand new "Full Stack Generative & Agentic AI" course is about to kick off, teaching you how to build, deploy...

import Tabs from ' @theme /Tabs'; import TabItem from ' @theme /TabItem'; Somewhere a team is shipping a product that uses passkey credentials as data...

A deep dive into modernising legacy systems incrementally without breaking production or losing years of edge-case history. 1. Most Legacy Systems Don...

47 crashes in one week. That's what happens when you ship an app to 50,000 users without proper error monitoring. My app's rating started tanking. Use...

It took 2 hours. It runs on our own platform. And it knows our docs better than ChatGPT. Every time someone asked ChatGPT or Claude how to use LeanMCP...
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