Common Issues
general
AI Tool Credits Ran Out and My App Isn't Finished
You used an AI tool to build your app — maybe Lovable, Bolt, v0, Replit, or something else — and you've run out of credits, tokens, or generations. Your app is partially built but not finished. There are bugs, missing features, or things that just don't work right.
You're faced with a choice: buy more credits and keep trying with the AI, or find another way to get your app finished. This is a decision many builders face, and the right answer depends on your situation.
Here's what most people don't realize: for the remaining issues in your app, hiring a real developer is often cheaper and faster than buying more AI credits. A developer fixes the problem once. The AI might take 10+ attempts — each one costing credits — and still not get it right.
Error Messages You Might See
Credits exhausted
Usage limit reached
Upgrade your plan to continue
You've reached your generation/token/message limit
Common Causes
- AI going in circles — The AI tries to fix something, breaks something else, then tries to fix that, creating an endless loop that eats credits
- Complex features — Payment processing, user authentication, email integration, and third-party APIs are hard for AI to get right
- Diminishing returns — The first 80% of your app was easy for the AI. The last 20% is where most credits get burned with little progress
- Underestimating scope — The project turned out to be more complex than expected, requiring more AI assistance than planned
How to Fix It
- Stop and assess — Don't immediately buy more credits. Write down exactly what's left to do
- Ask yourself: has the AI already failed at this? — If you've tried to fix something with the AI 3+ times and it's not working, more credits won't help. The AI has reached its limit for this problem
- Get a developer quote — Describe your remaining issues on humans fix ai. Most individual fixes cost $49-149. Getting 3 bugs fixed might cost $149 total — less than months of AI subscription
- Do the math — Add up what you've spent on credits so far, what more credits would cost, and compare to a one-time developer fix. The developer is usually the better deal for the remaining hard problems
- Use both — The smartest approach: use AI for easy stuff (text changes, simple features) and developers for the hard stuff (bugs, integrations, security). This is the most cost-effective combination
Real developers can help you.
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
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.
Milan Surelia
Milan Surelia is a Mobile App Developer with 5+ years of experience crafting scalable, cross-platform apps at 7Span and Meticha. At 7Span, he engineers feature-rich Flutter apps with smooth performance and modern UI. As the Co-Founder of Meticha, he builds open-source tools and developer-focused products that solve real-world problems.
Expertise:
💡 Developing cross-platform apps using Flutter, Dart, and Jetpack Compose for Android, iOS, and Web.
🖋️ Sharing insights through technical writing, blogging, and open-source contributions.
🤝 Collaborating closely with designers, PMs, and developers to build seamless mobile experiences.
Notable Achievements:
🎯 Revamped the Vepaar app into Vepaar Store & CRM with a 2x performance boost and smoother UX.
🚀 Launched Compose101 — a Jetpack Compose starter kit to speed up Android development.
🌟 Open source contributions on Github & StackOverflow for Flutter & Dart
🎖️ Worked on improving app performance and user experience with smart solutions.
Milan is always happy to connect, work on new ideas, and explore the latest in technology.
Bastien Labelle
Full stack dev w/ 20+ years of experience
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.
Dor Yaloz
SW engineer with 6+ years of experience,
I worked with React/Node/Python
did projects with React+Capacitor.js for ios
Supabase expert
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.
Victor Denisov
Developer
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.
legrab
I'll fill this later
Describe what's wrong in plain English. No technical knowledge needed.
Get HelpFrequently Asked Questions
Is a developer really cheaper than more AI credits?
For complex issues, yes. AI credits are cheap per-use, but bugs that need 10-20+ attempts add up fast. A developer charges $49-149 per fix and gets it right once. Do the math for your specific situation — most people are surprised.
How do I get my code to a developer?
Most AI tools let you export or access your code via GitHub. Share access to your repository, describe what's broken, and a developer can start immediately. They don't need access to your AI tool account.