Most AI-generated SaaS products look production-ready. Until someone asks the engineering questio...Most AI-generated SaaS products look production-ready. Until someone asks the engineering questio...
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Most AI-generated SaaS products look production-ready.
Until someone asks the engineering questions that actually matter.
Can it survive production? Are payments reliable? Is authentication secure? Will the AI system behave safely? What happens when third-party services fail?
That idea inspired me to design "Agence Mission Control," an Agentic Software Due Diligence platform where 24 specialized AI engineering agents review every critical layer of a software product before launch.
Instead of static checklists, I imagined an experience where founders receive an executive engineering review through an intuitive, enterprise-grade interface.
Instead of static checklists, every engineering domain is represented by its own AI specialist, including:
• Surface Reconnaissance Agent • System Architecture Agent • Operational Readiness Agent • Database & API Agent • Product Experience Agent • Infrastructure & DevOps Agent • Code Quality Agent • AI Systems Agent • Security Agent • Reliability & SRE Agent • Cross-Platform Agent • Accessibility & Compliance Agent • Testing & QA Agent • Data Engineering Agent • Performance Optimization Agent • Developer Experience Agent • Open Source Governance Agent • FinOps Agent • Product Analytics Agent • Payments Agent • Authentication & Identity Agent • Observability Agent • Third-Party Integration Agent • Launch Readiness Agent
Each agent reviews a different layer of the product, identifies production risks, and contributes to an overall engineering readiness score.
For the Wonder × Contra Challenge, I used Wonder to rapidly iterate on layouts, refine the interface, generate visual elements, and transform a complex engineering framework into a polished product concept.
The result is a design that makes software due diligence feel visual, interactive, and accessible.
This submission is a high-fidelity UI prototype designed in Wonder to visualize the product experience. The complete agentic system, including AI agents, audit workflows, backend services, and a reporting engine, is planned as the next phase of development.But it explores a question I've been thinking about for a while:
What if every AI-generated product had to pass an engineering review before going live?
I'd love to hear your thoughts and feedback.
Built with Wonder for the Wonder × Contra Design Challenge.
#Wonder #Contra #AgenticAI #AIEngineering #ProductDesign #UIDesign #SaaS #SoftwareEngineering #DesignChallenge #AIProducts #Startup #Founders #DesignSystems
Back to feed
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started