Prepare Your Codebase for AI Agents, One Change at a Time
A practical method for making an existing codebase easier to change: name one painful change, clear only its path, and let the finished change justify the cleanup.
Tag: technical debt
Articles and insights about technical debt.
Prepare Your Codebase Before You Hand It to AI Agents
AI agents can accelerate delivery, but they also amplify the patterns already living in your codebase, so cleanup and standardization should come first.
7 Warning Signs Your AI Project Is About to Fail
Learn to recognize the early indicators that your AI or vibe coding project is heading for trouble before it's too late.
· BusinessThe Hidden Costs of Vibe Coding: Why Professional Cleanup Matters
Beyond the obvious technical debt, discover the hidden business costs of poor AI-generated code and how professional cleanup drives ROI.
CTO Deep Dive: A 2-Hour Strategic Session for Tech Leaders
Fresh perspective. Clear plan. 2 hours well spent.
Technical Pitfalls That Doom Vibe Coding Projects
Discover the technical red flags in AI-assisted development that can turn your creative coding session into a maintenance nightmare.