AI Automation & SaaS Engineer to Stabilize and Continue an Existing AI-Built Web App
python, react-js, artificial-intelligence, node.js
Preferred qualifications
- Experience: Expert
We have a SaaS product that was built quickly with AI coding tools ("vibe coded"). It works at a prototype level, and we need an experienced engineer to review it, fix it and continue building.
PHASE 1 SCOPE (fixed price, $400)
- Review the existing codebase and give us a short written assessment of the issues and risks.
- Fix the highest-priority bugs and stability problems.
- Build or finish one or two core AI automation features (LLM integration, workflow or webhook automation).
- Set up a clean deployment and write brief handover notes.
After Phase 1, we plan to continue with the right person on further milestones or hourly work.
WHAT WE'RE LOOKING FOR
- Proven experience shipping SaaS products, not just prototypes.
- Strong full-stack skills in a modern web stack (React, Node or Python, SQL or NoSQL databases).
- Hands-on experience integrating LLM APIs and building workflow automations with automation platforms or custom code.
- Comfort working in AI-generated code and fixing its weak points (structure, security, scalability).
- Clear written communication and regular progress updates.
TO APPLY, PLEASE INCLUDE
1. A past project where you took over or rescued an existing codebase, and what you did.
2. Your experience with AI automation or LLM-powered features, with examples or links.
3. Which stack you would choose for this kind of product, and why.
4. What you can realistically deliver within the $400 Phase 1, plus your availability and hourly rate for ongoing work.
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