Understanding DIGID: How It Works and How Keycloak Can Do It

How to Think AI-First in Practice

What would your product look like if AI ran it, and your team built it that way from day one? That’s the real question behind AI-First thinking. Not: “Can we bolt on ChatGPT, Claude, MCP, OpenAI later?” But: “What if AI made the decisions, personalized the journey, generated the

So Do We Really Need Kubernetes in 2025

A Developer’s Shortcut to Reality 🧬 Now with AI in the Loop… Everything Changes * Decisions are made in seconds. * Ideas live or die in a day. * Your co-workers are half-human, half-robot — assisted by GPTs, Copilots, cron-agents, or internal LLM tools. From FTP to full-stack infra, we’ve evolved. In 2025,

Prompt Engineering Problems I Discovered (That You Might Be Facing Too)

By someone who tried to automate too much, too fast I’ve been running an automated daily prompts for a while now ...mostly to learn, to explore trends, and to see how GPT evolves in tone and insight. At first it felt magical. But then, without expecting it, I started

The Future of Compute and Scaling

Written by Kim — a technical futurist sharing real-time thoughts on where compute is taking us. I don’t write in polished essays. I write when something won’t leave my head, Im practicing my solution architecture skills in AWS using free-tier and researched about roadmaps and plans of Google Cloud,