Notes on AI platforms, integrations and distributed systems: what happens beyond the happy path.https://careops.tech/https://careops.tech/the-illusion-of-integration/https://careops.tech/the-illusion-of-integration/Introduction - illusion of integration Integrations with third-party systems are very common these days, especially in healthcare, where teams integrate with…Mon, 30 Mar 2026 00:00:00 GMTIntegrationshttps://careops.tech/how-a-random-seed-secured-our-release/https://careops.tech/how-a-random-seed-secured-our-release/Before I dive into the story, let me briefly revisit the idea of a random seed. We all know that computers don't generate truly random numbers. Under the…Mon, 01 Dec 2025 00:00:00 GMTIntegrationsCase Studieshttps://careops.tech/feature-flags-are-not-free-how-to-avoid-the-trap/https://careops.tech/feature-flags-are-not-free-how-to-avoid-the-trap/Once I was on an interview and the manager asked me about feature flags. For me, the answer was simple: it is just a toggle that hides a product feature…Mon, 25 Aug 2025 00:00:00 GMThttps://careops.tech/llms-are-going-to-replace-software-engineers-are-they/https://careops.tech/llms-are-going-to-replace-software-engineers-are-they/This post is not about healthcare, but it's about a very related topic. For the last two months, my feed has been full of posts claiming that AI is going to…Mon, 23 Jun 2025 00:00:00 GMThttps://careops.tech/migrating-30-services-to-azure-app-configuration/https://careops.tech/migrating-30-services-to-azure-app-configuration/App Configuration is a simple but powerful service from Azure. It lets you store key-value settings and manage feature flags. While feature flags can include…Mon, 26 May 2025 00:00:00 GMTAzureConfiguration Managementhttps://careops.tech/from-missed-dependencies-to-automated-insights/https://careops.tech/from-missed-dependencies-to-automated-insights/Our team reviews hundreds of work items every release to understand their dependencies. We work in a distributed system, where each service has its own…Tue, 06 May 2025 00:00:00 GMTAzure DevOps