My next major project is officially underway. I am currently building Validexio, a platform that leverages AI to help founders validate and execute their SaaS ideas before they waste months writing code.

Building a standard CRUD application is one thing, but architecting a platform that heavily relies on AI processing introduces a completely new set of infrastructure challenges.

The Engineering Focus for Validexio:

Integrating AI Workloads: Unlike standard text data, handling AI generation requests requires managing higher latency and potential API rate limits. I am designing asynchronous message queues to ensure the frontend remains blazing fast while the AI engines do the heavy lifting in the background.

Scalable Execution: Because Validexio generates execution roadmaps for other founders, the database architecture needs to dynamically handle highly complex, nested project management data.

Strict IaC: From Day 1, the entire infrastructure is being codified using Terraform. If the AI engine requires us to spin up new compute instances instantly, we need that process to be 100% automated.