And why it’s not their fault. This article is a response to @itsugo’s “Learning Starts After Graduation”—which makes a valid point but stops short of the deeper diagnosis. Every few Continue reading Why We Suddenly Have Developers Who Can’t Think in Systems
Decision AI is the Engine. GenAI is the Interface. Agents are the Operators. Originally published by Satish Gopinathan in **The Pragmatic Architect* (LinkedIn Newsletter & Substack)* I’ve been in this Continue reading Decision AI is the Engine. GenAI is the Interface. Agents are the Operators.
We live in an era where we track every step, every heart rate variability (HRV) spike, and every calorie. But for the true bio-hacker, the holy grail is the Continuous Continue reading Stop Guessing Your Diet: Building a Bio-Hacker Agent with LangGraph and CGM Data 🩸🤖
🤖 Exam Guide: AI Practitioner Domain 4: Guidelines for Responsible AI 📘Task Statement 4.2 🎯 Objectives This task focuses on trust: stakeholders need to understand what a model is doing, Continue reading Recognize The Importance Of Transparent And Explainable Models
Voice Live vs Real-Time API : Quelle solution choisir sur Azure AI Foundry ? Par Nabil Ghanem, fondateur de Galaxy AI – Expert Azure AI & Microsoft Partner Avec l’essor Continue reading Voice Live vs Real-Time API : Quelle solution choisir sur Azure AI Foundry ?
If you’ve ever had a deployment succeed but then the service acts weird, there’s a decent chance config was the culprit. Config bugs are painful because: they often pass code Continue reading Typesafe application configuration in TypeScript
Docker is the specific platform and toolset that popularized containerization. While “containerization” is the general concept (the theory), Docker is the actual software (the tool) you install to make it Continue reading Docker: The Magic Box That Saved DevOps
AI inference governance is a system-level control layer that determines whether, how, and under what conditions an AI model is allowed to execute. Rather than assuming every AI request should Continue reading What Is AI Inference Governance? The new definition.
Introduction An artificial Intelligence program has recently achieved an area under the curve (AUC) of 0.94 and markedly decreased the amount of false positives and false negatives, surpassing six radiologists Continue reading AI in Diagnosis & Detection
TL;DR: Dioxide is a dependency injection framework for Python that makes hexagonal architecture the path of least resistance. v2.0.0 adds constructor-based profile scanning, extensible custom profiles, and introspection APIs. What Continue reading Dioxide v2.0.0: Clean Architecture Made Simple
Kubernetes is a container orchestration platform designed to run distributed applications reliably and efficiently. At its core, it schedules workloads (Pods), keeps them running, and gives primitives to scale and Continue reading From Ingress to Gateway API: A Hands-On Walkthrough with NGINX Gateway Fabric
This is a submission for the GitHub Copilot CLI Challenge What I Built EmailToGSheets is an automated email processing system that reads emails from an IMAP server, extracts structured data Continue reading How I Built an Email-to-Google Sheets Automation Using GitHub Copilot CLI
I have been trying all sorts of orchestration tools for data pipelines and background jobs over the years (Prefect, Airflow, Dagster and others). I always stayed away from their commercial Continue reading Hybrid Dagster OSS: Scalable Compute on a Hybrid Azure Setup
Building an AI-Powered Resume Generator: Architecture & Implementation Overview I’ve been working on a full-stack application that leverages LLMs to generate polished, professional resume content. This post is a technical Continue reading AI-Powered Resume Generator: Architecture & Implementation
Ryan sits down with Michael Parker, VP of Engineering at TurinTech to discuss how AI creates tech debt at scale and what you can do about it.
