Technical Debt Created by AI-Generated Code in Production
Unreviewed AI code accumulates hidden maintenance problems that human shortcuts wouldn't create.
Amara Ashworth
Section
AI-Augmented Software Development
6 stories in AI-Augmented Software Development.
Using AI Tools to Accelerate MVP Development Without Accumulating Debt
How AI accelerates MVP builds while avoiding technical debt that surfaces later.
Amara Moreau
Using AI for Development Tasks That Are Not Code Generation
AI excels at code generation, but the real bottleneck is reviewing, testing, and securing it.
Leila Vance
AI-Augmented Development Tooling for Small Engineering Teams
Small teams need discipline, not just tools, to unlock AI's productivity gains.
Sofia Reyes
AI Augmentation vs Automation in Software Development Workflows
Human judgment shapes whether AI assists or automates your most critical development decisions.
Freya Haddad
AI-Assisted Refactoring of Inherited Technical Debt
AI can map legacy code risks faster, but humans must verify the findings before refactoring begins.
Rafael Park