4 Dispatches from the engineering frontier — Deep dives, insights, and explorations
Retrieval-Augmented Generation (RAG) pipelines often fail when relying solely on vector search. If a user searches for a specific product SKU or a niche technical term, dense em...
Building RAG pipelines in 2026 feels a lot different than it did two years ago. Back then, we were just throwing embeddings into whatever index was easiest to spin up. Now, with...
Handling payroll calculations and real-time attendance tracking for 50,000+ employees isn't just a database challenge; it's a bottleneck waiting to happen. When I started scalin...
LLMs are great at writing code, but they are notoriously bad at writing SQL for complex, production-grade schemas. I’ve spent the last six months building internal data-querying...