/tags/reliability/ Recent content in Reliability on IQLAS Hugo en-us Sat, 11 Apr 2026 17:17:57 +0530 /blog/architecting-for-scale-aws-multi-region-deployments-done-right/ Sat, 28 Feb 2026 00:00:00 +0000 /blog/architecting-for-scale-aws-multi-region-deployments-done-right/ Multi-region AWS architecture is not a feature you switch on — it is a set of deliberate, difficult tradeoffs between consistency, cost, and complexity. Here is how to make those tradeoffs well. /blog/the-hallucination-problem-why-llms-confabulate-and-what-we-can-do-about-it/ Wed, 28 Jan 2026 00:00:00 +0000 /blog/the-hallucination-problem-why-llms-confabulate-and-what-we-can-do-about-it/ Large language models produce false statements with confident fluency. Understanding why this happens — and what mitigation strategies actually work — requires thinking carefully about what these models are, and are not.