Using AI to Read and Understand Existing Source Code
Using AI to read and understand existing source code is a highly effective way to leverage LLMs for software development...
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What Layer of the Product Should AI Coding Live In?
AI coding should live in the business value layer of a product, rather than its core infrastructure layer. While AI mode...
Buy Stability, Not Simplicity
When acquiring business software, you should buy architectural stability, not visual simplicity. While AI agents write h...
Why Cheap Source Code Doesn't Mean Cheap Product
Licensing affordable pre-built source code does not lower the business value of your final software product. In software...
Comparing Open Source, Paid Source, and Custom Coded CMS
Choosing between Open Source, Paid Source, and Custom Coded CMS solutions is a strategic financial decision that determi...
Case Study: Using Existing Source and Customizing in 2 Days
This case study analyzes a startup that deployed a secure, production-ready marketing website in 2 days by customizing a...
Case Study: Building a CMS in 10 Days and Stuck for 2 Months
This case study analyzes a startup founder who successfully built a custom CMS using AI prompts in 10 days, only to spen...
Why Non-Techies Easily Fall for the Illusion of Control in Vibe Coding
The illusion of control in vibe coding occurs when non-technical creators mistake rapid initial prototyping speed for ac...
Production Bugs vs. Demo Bugs
The difference between a local demo bug and a production bug is measured in lost business revenue and high-stress debugg...
Why Role-Permission Security Shouldn't Be Done Lightly
Role-Based Access Control (RBAC) in business systems should not be implemented lightly because simple authorization bypa...
Coding Custom Modules Instead of the Entire Platform
Coding custom modules on top of a standardized core engine is the most cost-effective development strategy for growing b...
How to Use AI to Customize Existing Source Code
Using AI to customize existing source code is the most efficient software strategy in the AI era. Instead of prompting A...