29 Sep 2026
Why I Built Ciralia: One Place to Run Three Small Products
Running three products alone meant a dozen dashboards and no single view. Ciralia is the operating layer I built for it, and approval is the core design rule.
PRODUCT STORY
Engineering notes from Rishh Labs: how SwitchWithAI, Vitta and Ciralia are built and run.
Running three products alone meant a dozen dashboards and no single view. Ciralia is the operating layer I built for it, and approval is the core design rule.
How SwitchWithAI runs production, staging and a test sandbox on one Oracle Ampere VM, and the silent port-collision failure that shaped the setup.
How SwitchWithAI rewrites resume text inside the original DOCX so fonts, spacing and page count survive, and why the PDF step is where layouts quietly break.