AI-Augmented Software Development
Technical Debt Created by AI-Generated Code in Production
Unreviewed AI code accumulates hidden maintenance problems that human shortcuts wouldn't create.
Amara Ashworth
Staff Writer · · 10 min read
Creative Engineer Spin
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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
AI-Augmented Software Development
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 Software Development
AI-Augmented Development Tooling for Small Engineering Teams
Small teams need discipline, not just tools, to unlock AI's productivity gains.
Sofia Reyes
MVP to Production Engineering
Authentication and Session Management in a Production Rebuild
Fix authentication flaws before they cascade through every other system.
Selin Rahman
MVP to Production Engineering
Incident Response Setup for Early-Stage Production Apps
Technical debt in early systems compounds response time once production breaks.
Kai Chen
MVP to Production Engineering
Production Readiness Checklist for Funded Startups
Funded startups need production-ready systems before customers arrive.
Dara Okafor
MVP to Production Engineering
Rebuilding a No-Code MVP for Production Reliability
You can't move a no-code app to production without first escaping vendor lock-in.
Idris Novak
MVP to Production Engineering
Software Modernization Initiatives That Failed and Why
Most modernization projects fail after launch, not during planning.
Soren Sørensen
MVP to Production Engineering
Monolith to Microservices Migration Timing and Trade-Offs
Know when to migrate by spotting genuine bottlenecks that internal fixes cannot solve.
Malik Kaur
MVP to Production Engineering
Software Deployment Strategies for Early Production Environments
Four deployment strategies and when each one actually protects your paying customers.
Estelle Bennett
MVP to Production Engineering
Strangler Pattern Applied to AI-Generated Codebases
Modernize AI-generated code incrementally, not all at once, to avoid downtime and rebuild correctly.
Dmitri Contreras