/tags/production/ Recent content in Production on IQLAS Hugo en-us Sat, 11 Apr 2026 17:17:57 +0530 /blog/serverless-in-production-real-patterns-with-aws-lambda/ Wed, 18 Feb 2026 00:00:00 +0000 /blog/serverless-in-production-real-patterns-with-aws-lambda/ Serverless is not magic — it is a different set of tradeoffs. Here are the patterns that work in production, the anti-patterns that bite you at scale, and the mental models that make Lambda make sense. /blog/retrieval-augmented-generation-building-llms-that-know-what-they-dont-know/ Thu, 15 Jan 2026 00:00:00 +0000 /blog/retrieval-augmented-generation-building-llms-that-know-what-they-dont-know/ RAG is not a buzzword — it is a practical architecture that grounds language models in verified knowledge. Here is how it works, why the naive version fails, and what production RAG actually looks like. /blog/mlops-in-practice-building-machine-learning-systems-that-last/ Tue, 28 Oct 2025 00:00:00 +0000 /blog/mlops-in-practice-building-machine-learning-systems-that-last/ Getting a model to 90% accuracy is the easy part. Getting it to 90% accuracy six months later, in production, with real data and real consequences, is where MLOps begins.