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I will fix optimize and secure your vibe coded automation workflow
Leanne L
About this gig
"Vibe Coding" with Cursor or Claude is incredible for rapid prototyping. But when your automation grows, the "vibes" usually hit a wall. The script crashes unexpectedly, fails on dynamic data, runs too slowly, or worst-accidentally exposes API keys.
I am your Vibe Coding Rescue Specialist. I take your AI-generated automation prototypes and transform them into stable, secure, and production-ready Python systems. You don't need to scrap your project; you just need a senior engineer to add structural guardrails.
How I Will Upgrade Your Workflow:
- Code Audit & Bug Fixing: Pinpoint why your script fails and resolve logic/connection errors.
- Reliability Upgrades: Add robust error handling, rate-limit management, and secure .env handling for credentials.
- Performance Optimization: Refactor AI code for cleaner, faster, and asynchronous operation.
- Deployment & Hosting: Guide you through deploying 24/7 on AWS, Heroku, or a local cron job.
Stop fighting the AI. Let's turn your fragile prototype into an asset you can rely on every single day.
Send a message with your breaking script BEFORE ordering to ensure a quick fix!
Get to know Leanne L
Leanne L
- FromTaiwan
- Member sinceNov 2025
- Avg. response time1 hour
Languages
English, Chinese
Hi, I'm Leanne! 👩💻 With 10+ yrs of engineering & design exp, I build self-healing Python systems to automate your business 24/7. I code with a designer’s eye for robust, premium outputs.
🛠️ What I Specialize In:
🧠 AI Content Agents: Prompt-driven scripts for batch content creation (Pins, scripts, video snippets).
🔌 Data Pipelines: Secure API/CRM to Google Sheets/Excel sync.
🛡️ Production Stability: Built-in auto-retry, rate-limit logs & .env security.
📦 Clickable .exe: Run tools locally with zero coding setup needed.
📩 Message me before ordering to automate your asset today!
My Portfolio
Other Vibe Coding Services I Offer
FAQ
Q1: Which Vibe Coding platforms or AI assistants do you support?
A: Any platform or AI assistant is supported, as long as you can provide the source code! Whether you used a code assistant (like Cursor IDE, Windsurf, or Claude Code), a text-to-app generator, or any web-based AI UI builder, I can diagnose and refactor it.
Q2: How does this work?
The only requirement is that you can upload your source code to GitHub or send it to me as a complete package. Because every AI tool has different logic patterns and hallucinations, please message me and let me review your source code BEFORE placing an order so I can confirm its feasibility!
Q3: Does the Code Audit (Basic Package) include actual code fixes?
A: No, it's a diagnostic service. I will review your script to pinpoint bugs and security flaws. Delivery includes a detailed Loom video explaining why it breaks and a clear technical roadmap to fix it. Think of it as a professional consult before refactoring.
Q4: How do you handle my private API keys?
A: Security is paramount. AI code often hardcodes keys, creating risks. I will implement secure .env files in Standard/Premium. I never ask for or see your live production keys; I will teach you how to input them securely into the final system yourself.
Q5: Can you deploy my app to run 24/7 as a SaaS?
A: Yes! The Premium package covers scaling. I will refactor code, add credential security, and deploy your Python script to cloud platforms like AWS Lambda or Heroku. Please message me first to discuss your infrastructure needs before ordering!
