Resources
Shipping AI-built software safely
Practical articles on the risks in AI-generated applications and what "production-ready" actually means.
Cornerstone articles
Production Ready Is Not The Same As Working
Why a working demo tells you almost nothing about whether software can safely carry real users.
The Top 10 Risks In AI-Generated Applications
The problems that show up again and again in software built with AI coding tools.
Why Most AI-Built SaaS Products Lack CI/CD
AI tools make writing code fast. They don't build the pipeline that makes changing it safe.
AI Application Production Readiness Checklist
A walk through the seven areas to check before you launch, and why each one matters.
Security Lessons From Reviewing AI-Generated Software
Where AI-written code tends to be weak on security, and how to catch it before attackers do.
Understanding assessments
What A Production Readiness Score Means
How to read a Bronkode scorecard, and what to do with a 38/100.
Pentest vs Production Readiness: What's The Difference?
Two very different questions, and how to know which one you need answered.
Looking for something more technical? Tech notes has hands-on notes on servers, security, databases and programming languages, going back to 2020.
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