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...
Category
Stability & Strategy
Discover expert insights on maintaining software architecture stability, managing technical debt, and optimizing opportunity costs in the AI coding era.
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...
What Components Does a Stable CMS Need?
A stable Content Management System (CMS) requires integrated technical components that manage caching, secure authentica...
Software Maintenance Costs Are Often Underestimated
Software maintenance costs are often underestimated because builders focus on the initial creation phase while ignoring...
Why Framework Updates Can Break Custom-Coded Apps
Framework updates break custom-coded applications when the codebase lacks structured interfaces and relies on ad-hoc API...
When Should You Not Use AI for Coding?
AI coding should not be used to build core application infrastructure from scratch if you lack the technical expertise t...
When Should You Use AI for Coding?
AI coding should be used when automating repetitive boilerplate, writing isolated utility scripts, or accelerating the w...
Common AI Code Errors in Admin Systems
The most common errors generated by AI in admin systems are not syntax mistakes, but architectural and security omission...
Technical Debt in CRM: Why AI Coding Won't Pay Off Your Technical Loans
Technical debt in CRM systems manifests as high maintenance costs when applications are built quickly without standard a...
Buy vs. Build in Small Software: The Opportunity Cost of Rebuilding the Wheel
Buying existing source code is the most efficient solution in terms of opportunity cost for 90% of businesses and solo f...