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.
Mehdi Ben Haddou
- Founder of Chessigma (1M+ users) & many small projects
- ex Founding Engineer @Uplane (YC F25)
- ex Software Engineer @Amazon and @Booking.com
prajwalfullstack
Hi Im a full stack developer, a vibe coded MVP to Market ready product, I'm here to help
Tejas Chokhawala
Full-stack engineer with 5 years experience building production web apps using React, Next.js and TypeScript.
Focused on performance, clean architecture and shipping fast.
Experienced with Supabase/Postgres backends, Stripe billing, and building AI-assisted developer tools.
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.
Luca Liberati
I work on monoliths and microservices, backends and frontends, manage K8s clusters and love to design apps architecture
Basel Issmail
’m a Senior Full-Stack Developer and Tech Lead with experience designing and building scalable web platforms. I work across the full development lifecycle, from translating business requirements into technical architecture to delivering reliable production systems.
My work focuses on modern web technologies, including TypeScript, Angular, Node.js, and cloud-based architectures. I enjoy solving complex technical problems and helping teams turn product ideas and prototypes into working platforms that can grow and scale.
In addition to development, I often collaborate closely with product managers, business analysts, designers, and QA teams to ensure that solutions align with both technical and business goals.
I enjoy working with startups and product teams where I can contribute both as a hands-on engineer and as a technical partner in designing and delivering impactful software.
Matt Butler
Software Engineer @ AWS
Daniel Vázquez
Software Engineer with over 10 years of experience on Startups, Government, big tech industry & consulting.
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.
BurnHavoc
Been around fixing other peoples code for 20 years.
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.