Common Issues
general
I Can't Update My App After the AI Tool Made Changes
You were using an AI tool to build or update your app, and after a series of changes, something went wrong. Now you can't make any more updates — the app won't build, the AI keeps going in circles, or every new change breaks something else.
This is like being stuck in quicksand. The more you ask the AI to fix it, the deeper the mess gets. You might see error messages that don't make sense, or the AI says it fixed the problem but nothing actually changed.
At this point, the code has gotten so tangled that the AI can't untangle it on its own. You need a human developer to step in, clean up the mess, and get your app back to a working state.
Error Messages You Might See
Build failed
Module not found
Syntax error
Cannot resolve dependency
Type error
Maximum call stack exceeded
Common Causes
- AI made conflicting changes — Different prompts told the AI to do opposite things, creating code that contradicts itself
- Dependencies got scrambled — The AI added, removed, or changed software libraries in a way that makes them incompatible with each other
- Core files were accidentally overwritten — The AI replaced important configuration files with broken versions
- Too many changes at once — Instead of small careful updates, the AI rewrote large sections and introduced multiple bugs simultaneously
- Build errors piling up — One error led to a "fix" that created two more errors, and so on
How to Fix It
- Stop asking the AI to fix it — Seriously. If it's been going in circles for more than 3 attempts, the AI is making things worse
- Go back to the last working version — Check if your AI tool has version history or if your code is saved in GitHub with previous versions
- Screenshot every error message — Document exactly what's happening so a developer can diagnose the problem quickly
- Get a human developer to review the code — They can identify the root cause and fix it properly instead of guessing like the AI is doing
- Make a plan before more changes — Once it's fixed, make smaller, more careful updates and test after each one
Real developers can help you.
Jacek Rozanski
Senior PHP/Symfony developer and DevOps engineer with 20+ years of professional experience, running opcode.pl (web development agency, est. 2004).
Day job: I'm the sole backend developer at merketing company where I own and maintain 11 PHP/Symfony microservices on AWS (ECS Fargate, RDS, S3, CloudFront), handle the full CI/CD pipeline (Bitbucket Pipelines, Docker), and manage monitoring with Sentry and CloudWatch. These services handle high request volumes in production every month.
What I bring to AI-built apps:
- I audit and fix security issues (OWASP methodology), performance bottlenecks, and architectural problems in codebases generated by Cursor, Claude Code, Lovable, Bolt, and v0
- I refactor AI-generated prototypes into production-grade applications with proper error handling, testing, and clean architecture (SOLID, DDD, hexagonal architecture)
- I set up the infrastructure AI tools don't touch: AWS hosting, CI/CD pipelines, automated deployments, database optimization, monitoring, and alerting
- I integrate external services: payment providers, email systems, partner APIs, SSO/auth
Tech stack: PHP 8.x, Symfony, React, Next.js, PostgreSQL, MySQL, Docker, AWS (ECS, RDS, S3, SQS/SNS, CloudFront), Terraform, Supabase. I also use AI tools daily (Claude Code, Cursor) in my own workflow, so I understand both the strengths and the gaps in AI-generated code.
Based in Poland (CET timezone). Available for async work and calls during EU/US business hours.
Stanislav Prigodich
15+ years building iOS and web apps at startups and enterprise companies. I want to use that experience to help builders ship real products - when something breaks, I'm here to fix it.
Bastien Labelle
Full stack dev w/ 20+ years of experience
Kingsley Omage
Fullstack software engineer passionate about AI Agents, blockchain, LLMs.
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
Prakash Prajapati
I’m a Senior Python Developer specializing in building secure, scalable, and highly available systems. I work primarily with Python, Django, FastAPI, Docker, PostgreSQL, and modern AI tooling such as PydanticAI, focusing on clean architecture, strong design principles, and reliable DevOps practices. I enjoy solving complex engineering problems and designing systems that are maintainable, resilient, and built to scale.
hanson1014
Full-stack developer experienced in fixing and deploying AI-generated apps from Lovable, Bolt.new, Cursor, and Replit. I specialize in debugging Supabase integration issues (auth flows, RLS policies, database connections), fixing broken deployments, resolving routing/blank screen problems, and cleaning up messy React/Vite codebases. I also build production apps with the Claude API and have shipped a Mac desktop dev tool (Nexterm from scratch. Based in Hong Kong, fast turnaround.
Richard McSorley
Full-Stack Software Engineer with 8+ years building high-performance applications for enterprise clients. Shipped production systems at Walmart (4,000+ stores), Cigna (20M+ users), and Arkansas Blue Cross. 5 patents in retail/supply chain tech. Currently focused on AI integrations, automation tools, and TypeScript-first architectures.
Franck Plazanet
I am a Strategic Engineering Leader with over 8 years of experience building high-availability enterprise systems and scaling high-performing technical teams. My focus is on bridging the gap between complex technology and business growth.
Core Expertise:
🚀 Leadership: Managing and coaching teams of 15+ engineers, fostering a culture of accountability and continuous improvement.
🏗️ Architecture: Enterprise Core Systems, Multi-system Integration (ERP/API/ETL), and Core Database Structure.
☁️ Cloud & Scale: AWS Expert; architected systems handling 10B+ monthly requests and managing 100k+ SKUs.
📈 Business Impact: Aligning tech strategy with P&L goals to drive $70k+ in monthly recurring revenue.
I thrive on "out-of-the-box" thinking to solve complex technical bottlenecks and am always looking for ways to use automation to improve business productivity.
Jaime Orts-Caroff
I'm a Senior Android developer, open to work in various fields
Describe what's wrong in plain English. No technical knowledge needed.
Get HelpFrequently Asked Questions
Why does the AI keep making things worse?
AI coding tools work best for building new things, not debugging tangled code. When code gets messy, the AI doesn't truly understand what's wrong — it makes educated guesses. After several wrong guesses, the code becomes too complex for the AI to sort out.
Can I go back to an earlier version of my app?
If your code is on GitHub or your AI tool has version history, yes. Look for a 'history' or 'versions' feature, or check your GitHub repository for previous commits. If there's no history, a developer may still be able to untangle the current code.