Shipped a new feature tonight: Executive Summary.
After a security test finishes, you can now click one button and get a plain English summary of what happened, written for someone who isn't technical. A CEO or a compliance officer doesn't want to read risk scores and vulnerability categories. They want to know what broke, how bad it is, and what to do next. That's what this does.
Built it using OpenAI Codex and GPT-5.6 for Build Week. Codex wrote the background job, the OpenAI integration, and the frontend polling logic in one session. The trickier part wasn't the AI call itself, it was making sure the feature never actually breaks. If OpenAI is slow or unavailable, the platform falls back to a summary built directly from the test data instead of just failing. Small thing, but it's the difference between a demo and something you'd actually trust.
Also spent time tonight fixing real production issues that only show up once real traffic hits the app: a database connection limit, and a timeout race condition between our backend and the hosting platform's own proxy. Neither of those are visible to a user, but they're the kind of thing that separates "it works on my machine" from "it works."
Platform's live if you want to try it yourself.
Log in or sign up for Devpost to join the conversation.