The rise of AI Agents has changed the way we think about software systems.
Modern AI applications are no longer just chatbots. They are gradually becoming intelligent systems capable of reasoning, planning, and interacting with the external world.
However, an important question emerges:
How can an AI actually interact with tools, APIs, databases, or enterpri...
Eight years into a DevOps career and I'd never built a personal site.
I'd architected and helped build out dozens of IaaS environments at work. I'd reviewed enough PRs touching CI/CD pipelines to have opinions about every action in the GitHub Marketplace. But Azure Static Web Apps, Cosmos DB, the whole serverless front-of-house stack? Those I knew from architecture diagrams and not from...
Building a production-ready RAG (Retrieval-Augmented Generation) application from scratch is a very difficult and time consuming.
You first get a new idea for a project or business but before you can write a single line of your actual core business logic, you find yourself spending weeks fighting with multimodal file parsing, configuring vector extensions, designing complex database arc...
This is a submission for the Google I/O Writing Challenge
Google Antigravity 2.0 Is the I/O 2026 Announcement Devs Are Sleeping On
Everyone's going to write about Gemini Spark. About the smart glasses. About the $100 AI Ultra plan and 9.7 trillion tokens a month.
Fine. That's all real news.
But if you're a developer who actually ships things — not just demos — the most structura...
In May 2026, a GitHub project with 17,179 stars quietly achieved what cloud providers spend millions trying to do: running a 671-billion parameter model at 286 tokens/s on a single machine. KTransformers isn't just another inference library—it's a complete rethinking of how we deploy frontier models without burning through your AWS bill.
Most developers install it, run the default bench...
In competitive consumer markets, speed to market increasingly determines winners and losers. A well-engineered product that arrives late often loses ground to a faster competitor. This is why rapid prototyping powered by additive manufacturing (AM) has moved from a niche tool to a core development strategy fo...