3+ hour, 23+ min ago  (788+ words) Every time I sit down to run a system design mock interview, the candidate fails for one of nine reasons. Not ten. Not seven. Nine. Over the years, I've written 185+ articles on Design Gurus. io and DEV Community trying to…...

5+ hour, 2+ min ago  (495+ words) Your model is trained. Now deploy it to a managed online endpoint with traffic splitting for canary rollouts, autoscaling, health probes, and data collection. Here's how to deploy Azure ML endpoints with Terraform using azapi. In the previous post, we…...

5+ hour, 42+ min ago  (718+ words) i18next scales from a weekend project to a production app with millions of users " but the way you manage translations needs to evolve as your project grows. At prototype scale, a locales/en/translation. json file in your repo is all…...

1+ hour, 11+ min ago  (360+ words) When we built the Novellum interactive fiction player, the first obvious move was streaming. Push LLM tokens to the frontend as they arrive. Simple. The LLM response in an interactive fiction system isn't plain text. It's a narrative envelope: Dialogue…...

8+ hour, 2+ min ago  (283+ words) Oracle AI Agent Studio provides a structured way to build intelligent agents that go beyond static workflows. In this guide, I demonstrate how to create a document-driven AI agent capable of answering real user questions using enterprise content. Rather than…...

3+ hour, 52+ min ago  (98+ words) This might sound strange: I'm building a system" Without writing any code. Because I've made this mistake before: So this time, I'm doing something different: I'm designing the system first. Right now, I'm working from a requirements doc that outlines:…...

4+ day, 20+ hour ago  (509+ words) A study outlines low-latency computing strategies for real-time hardware systems, highlighting dynamic scheduling, .. . Huijie Pan Highlights Low-Latency Computing Strategies for Real-Time Hardware Systems A study outlines low-latency computing strategies for real-time hardware systems, highlighting dynamic scheduling, higher-bandwidth data transmission, advanced…...

1+ mon, 1+ day ago  (1018+ words) Agent workflows make transport a first-order concern. Multi-turn, tool-heavy loops amplify overhead that is negligible in single-turn LLM use. Stateful continuation cuts overhead dramatically. Caching context server-side can reduce client-sent data by 80%+ and improve execution time by 1529%. Amir Langer discusses…...

9+ hour, 42+ min ago  (608+ words) What this is: a small OSS pattern sketch " not a Redis replacement, not a production auth platform. I built it to play with one specific question: "if you only need to push small mutations from one writer to many readers,…...

9+ hour, 43+ min ago  (768+ words) Quick one-liner: Replace docker run commands with a docker-compose. yml file. One command to start or tear down any container, reproducibly, every time. In the last post, you connected containers by building a custom bridge network and running Cloud Beaver…...