Guides
Guides on software built with AI
What we have learned reviewing software built with AI, written for the person who has to decide. Each guide ends in the service that solves it.
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Guides on software built with AI: what vibe coding is, what breaks, what to review before production and how it is measured, with the sources cited.
What is vibe coding? Meaning, risks, what to check
What vibe coding means, where the term comes from, whether it is good or bad, the tools used and what to check before AI-written code reaches production.
What are AI agents? Types, examples and risks
What an AI agent is, how agentic AI differs from a chatbot, the types, business examples and what to review before letting it work with your data.
Technical debt: what it is and how to measure it
What technical debt is, its types and examples, why it grows faster when you build with AI, how it is measured without guessing and where to start.
What is data governance? Pillars and framework
What data governance is, its four pillars, a framework you can check, how it differs from data management and how it is verified in Salesforce and Power BI.
Core Web Vitals: what they are and what ruins them
What Core Web Vitals are, the thresholds for LCP, INP and CLS, how to measure them and what ruins them on a website built with AI, measured in the browser.
Frequently asked questions
What are the risks of putting AI-generated code into production with nobody reviewing it?
The ones you don't see in the demo: exposed keys, excess permissions, unprotected personal data, queries that can't handle real volume and errors that fail silently. These guides explain how each one is measured, with the source of every figure.
Who is going to maintain the code the AI wrote and nobody has read?
Someone who has read it first: maintaining code nobody understands is fixing blind. The technical debt guide explains how to measure what was left half done, and a review tells you what has to be maintained and in what order.
Where do the figures come from?
From published studies, linked inside each guide. A figure without a source is not published.
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