Welcome to Catio Chronicles

Architecture diagrams lie. The new Physical-First model in Catio Stacks shows you how your infrastructure actually runs, anchored in real-world zones, not design assumptions.

How human-centered design principles are shaping the future of AI product development

GraphQA is Catio’s new open-source agent for natural-language questions over architecture graphs, fusing LLMs with graph algorithms to deliver fast, structure-aware answers for dependencies, flows, and system reasoning.

When we begin to treat decisions as measurable, we open the door to a new class of metrics that finally support the decision brain as much as the operational one. Because even the most elegant microservice doesn’t help if it was the wrong service to build.

Our engineers and product leads are already using AI to improve the way we design, build, and ship software across architecture, integration, planning, and execution. This post captures how five of us use AI to move faster, improve quality, and preserve control.