Writes about machine learning workflows, LLM applications, and the gap between research papers and production systems. Contributing author at NextGenBeing.
After migrating 50M+ requests/day across all three major cloud providers, here's what actually matters beyond the marketing—real cost breakdowns, performance benchmarks, and the gotchas that cost us weeks.
After scaling three production apps from zero to millions of users, I've learned which tools actually matter. Here's what survived the real-world test—and what didn't.
After building and scaling RESTful APIs serving 50M+ requests daily, I learned that most tutorials skip the hard parts. Here's what actually matters in production.
After scaling to 50M daily queries, we discovered PostgreSQL features that slashed response times from 2.1s to 580ms. Here's what the docs don't tell you about partial indexes, BRIN, and query planning.
AI integration in web development is a rapidly growing field that has the potential to improve the user experience and functionality of web applications. Learn how to integrate AI into your web application with real-world examples and code examples.