04 / AI → Production
Built with AI? Ship it properly.
For software created or accelerated through AI-assisted workflows. We assess the gaps between prototype and production, then scope the hardening work.
Prototype → production.
Focus on the gaps AI-generated software often leaves behind.
Identity
Auth & permissions
Session handling, roles, secrets and access control.
Money
Payments & webhooks
Payment flows, webhooks, error handling and operational safety.
Runtime
Cloud & observability
Deployability, logs, monitoring, environment configuration and recovery.
Production, not just polish.
We assess what the prototype needs before quoting the hardening work.
Code
Structure
Dependencies · validation · errors · maintainability
Security
Exposure
Secrets · auth · injection · permissions · data
Launch
Operations
Deploy · DNS · SSL · backups · monitoring
Get your prototype launch-ready.
Describe the app and current state. We’ll recommend the smallest sensible productionisation path.
Assess my app