Common Issues
general
I Can't Add a New Feature Without Breaking Something
You want to add a new feature to your AI-built app, but every time you prompt the AI to add something, it breaks existing functionality. You're stuck in a loop where fixing one thing breaks another.
Common Causes
- The codebase has accumulated too many AI-generated patches on top of patches
- No separation of concerns — everything is intertwined
- The AI doesn't understand the full context of the existing codebase
- No tests, so there's no way to know if a change breaks something
- The architecture wasn't designed to be extended
How to Fix It
- Stop trying to add the feature via prompting if it keeps breaking things
- Describe the feature you want and what keeps breaking to a developer
- The developer can refactor the affected area first, then add the feature properly
- Consider whether the app needs some architectural cleanup before adding more features
- A code review can identify the most fragile areas and suggest how to stabilize them
Real developers can help you.
Bastien Labelle
Full stack dev w/ 20+ years of experience
Luca Liberati
I work on monoliths and microservices, backends and frontends, manage K8s clusters and love to design apps architecture
Jared Hasson
Full time lead founding dev at a cyber security saas startup, with 10 yoe and a bachelor's in CS. Building & debugging software products is what I've spent my time on for forever
Krishna Sai Kuncha
Experienced Professional Full stack Developer with 8+ years of experience across react, python, js, ts, golang and react-native. Developed inhouse websearch tooling for AI before websearch was solved : )
Mehdi Ben Haddou
- Founder of Chessigma (1M+ users) & many small projects
- ex Founding Engineer @Uplane (YC F25)
- ex Software Engineer @Amazon and @Booking.com
Nam Tran
10 years as fullstack developer
Matthew Jordan
I've been working at a large software company named Kainos for 2 years, and mainly specialise in Platform Engineering. I regularly enjoy working on software products outside of work, and I'm a huge fan of game development using Unity. I personally enjoy Python & C# in my spare time, but I also specialise in multiple different platform-related technologies from my day job.
Jaime Orts-Caroff
I'm a Senior Android developer, open to work in various fields
prajwalfullstack
Hi Im a full stack developer, a vibe coded MVP to Market ready product, I'm here to help
zipking
I am a technologist and product builder dedicated to creating high-impact solutions at the intersection of AI and specialized markets. Currently, I am focused on PropScan (EstateGuard), an AI-driven SaaS platform tailored for the Japanese real estate industry, and exploring the potential of Archify.
As an INFJ-T, I approach development with a "systems-thinking" mindset—balancing technical precision with a deep understanding of user needs. I particularly enjoy the challenge of architecting Vertical AI SaaS and optimizing Small Language Models (SLMs) to solve specific, real-world business problems. Whether I'm in a CTO-level leadership role or hands-on with the code, I thrive on building tools that turn complex data into actionable value.
Describe what's wrong in plain English. No technical knowledge needed.
Get HelpFrequently Asked Questions
Is my AI-generated codebase salvageable?
Almost always yes. A developer can refactor the messy parts, add proper structure, and make the codebase easier to extend. It's almost always cheaper than starting over.
Should I start over from scratch?
Rarely. Refactoring specific parts is usually faster and cheaper. A developer can tell you whether a rewrite makes sense after reviewing the code.