Build responsibly
Turn a fast prototype into an understandable application with ownership, review, and a maintainable release path.
Practical production guides
Take AI-built internal tools from prototype to production.
HowToX publishes tested steps for securing, deploying, reviewing, and operating the applications people now build with AI.
Secure access
Add identity, authorization, secrets handling, and practical safeguards without losing the speed that made the tool useful.
Operate with confidence
Use deployment, observability, rollback, and governance practices that fit internal software built by small teams.
Latest guidance
Recently published
productionization
Run Your First Application Restore Drill
Rehearse restoring application data and files into an isolated environment, then record integrity, timing, gaps, and rollback.
productionization
Minimum Viable Monitoring for a Small Business App
Set up a compact monitoring loop that checks availability, one critical workflow, errors, background work, and alert ownership.
productionization
Production-Readiness Checklist for AI-Built Apps
Use this evidence-based checklist to decide whether an AI-built internal app has the ownership, access, recovery, and release controls needed to launch.
Publishing next
The first reporting tracks
- Taking a vibe-coded internal tool to production
- Adding SSO and access controls
- Reviewing an AI-built app before launch
- A deployment and governance checklist
About this publication
Instructions should survive contact with a real system.
Our guides favor reproducible steps, current examples, and explicit tradeoffs. Material technical claims are tested or reviewed before publication, and articles record meaningful updates.