Welcome to Catio Chronicles

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.

In our first episode of Architecture Deconstructed, we sat down with two seasoned engineering leaders - Satish Raghunath, who leads infrastructure engineering at Salesforce, and Emil Ibrishimov, head of engineering, product, and design at recruiting-tech startup Gem.

AI isn’t just a feature, it’s a new architectural layer. In this deep dive, we explore emerging architecture patterns for the AI-native enterprise, from agentic systems to LLM-as-interface, and what they mean for CTOs and architects designing for adaptability.

How Certificate Hero optimized AWS infrastructure costs and gained operational clarity with Catio’s AI-powered tech stack management platform—boosting performance and reducing reliance on DevOps expertise.