Blog
Notes from production.
Short essays on how we work, what we see repeatedly, and the tradeoffs behind the decisions that ship.
- Apr 20, 2026
Vibe code audit: what to check before launch
What experienced AI builders check before letting a vibe-coded app touch real users, payments, private data, or investor pressure.
- Apr 19, 2026
AI prototype to production: the checklist that matters
How expert teams use AI to turn a happy-path prototype into a secure, scalable, fully tested, enterprise-ready product.
- Mar 18, 2026
From prototype to production: the first 2 weeks
How expert AI-native teams use specialized prompt audits, fast rewrites, and production best practices to turn fragile prototypes into secure, scalable products in the first 2 weeks.
- Feb 4, 2026
Web3 is a capability, not an identity
Why we stopped introducing ourselves as a Web3 shop and started selling the harder thing: fast, production-grade systems in any domain.