Why Production Content Systems Need Operational Recovery Paths, Not Just Better Prompts
Why Production Content Systems Need Operational Recovery Paths, Not Just Better Prompts
This is a product-build note, not a tools list. The interesting problem is not whether AI can create one more draft. It is whether a publishing system can keep so...
estatepassai.hashnode.dev8 min read
Mateo Ruiz
Senior Tech Consultant
We've seen a similar pattern with AI-generated apps: getting to a working prototype is fast, but maintaining architectural boundaries as the codebase evolves is where complexity starts compounding. The teams that succeed usually introduce structure, testing, and ownership boundaries early rather than waiting for breakages to force a refactor.