Fix VibeCoded
App
You have vibecoded an app and everything breaks now ? We provide a full architectural deep-dive to optimize, secure, and future-proof your applications. Don't let technical debt slow down your inference.
Full Stack Diagnostics
Our comprehensive tune-up package covers every aspect of your machine learning infrastructure. We don't just patch bugs; we re-architect for scale.
Deep Audit
Full architectural analysis to identify bottlenecks, memory leaks, and hidden technical debt within your ML pipelines.
Refactoring
Converting spaghetti notebook code into modular, testable, and scalable microservices ready for production deployment.
Security Hardening
Securing model weights, sanitizing inputs, and hardening API endpoints against adversarial attacks and data poisoning.
Performance Tuning
Optimizing GPU utilization, quantization for faster inference, and reducing latency through advanced caching strategies.
Documentation & Handover
We believe code is only as good as its documentation. We provide human-readable, future-proof technical documentation, API specs (OpenAPI), and runbooks so your team can take over with confidence.
The Fix Workflow
From chaos to clarity in 4 steps.
Deep Scan
We plug into your repo and run automated diagnostics to find the cracks.
Triage
We classify issues by severity and create a prioritized roadmap for the fix.
Execution
Heads down coding. Refactoring, optimizing, and securing the pipeline.
Vibe Check
Final audit, documentation handover, and deployment verification.
Ready to fix the vibe?
Stop letting technical debt accumulate. Get a professional audit and start shipping projects faster, safer, and cheaper.
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