Notes from the team
How we build software
Practical guides to preparing, launching and maintaining software, with examples and references you can check.
Related to Vibe-Coding Consulting & GovernanceShow all
How to Security Review AI Code: The Human Audit Checklist
Learn how to security review AI code before production. Audit package vulnerabilities, server-side permissions, and backend injection risks with our checklist.
How the Prompt to Production Framework Ships Stable Software
Learn how the prompt to production framework guides engineering teams to direct AI agents with strict architecture, automated testing, and human code review.
DIY Vibe Coding vs Hiring Developers: The Founder's Honest Guide
Evaluating DIY vibe coding vs hiring developers? Compare AI prototyping limits against professional engineering teams for security, database scaling, and SaaS.
Private AI vs Cloud AI Coding: A CTO Guide to Enterprise Delivery
Compare private AI vs cloud AI coding for enterprise systems. Discover security trade-offs, infrastructure requirements, and expert engineering delivery.
The Real Cost of AI Software Development: Budget and Timeline Truths
Discover the real cost of AI software development. Explore realistic engineering budgets, timeline trade-offs, and where experienced oversight remains vital.
Testing AI Generated Code: How to Build Dependable QA
Learn how to build dependable automated QA when testing AI generated code. Implement Playwright and Cypress suites to prevent silent regressions and scale safely.
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