In complex software systems, our traditional definition of operational health has always been comfortably binary. For over a decade, site reliability engineering (SRE) teams have relied on the industry-standard ‘Four Golden Signals’ — latency, traffic, errors and saturation — as the ultimate truth of platform stability. If our API-response times are hovering at sub-100 ms, […]
Why Your AI Agent Strategy is Failing (and How to Fix It): The Microservices Playbook for AI Agents
Despite billions in AI investment and countless vendor promises, most enterprises are still treating AI agents like glorified copilots rather than autonomous systems. After working with numerous enterprise customers implementing AI agents across various industries, a pattern has emerged: The companies finding real success aren’t the ones building the biggest, most ambitious agents — they’re the ones treating agents as microservices. As of […]