Survive the scale of vibe-coded infrastructure.
AI tools built your MVP in days. Now, bloated execution paths and unoptimized code are destroying your server margins. Fix the foundation without a rewrite.
Target: AI-generated backends crashing under load.
AI writes naive execution paths.
Cursor and Copilot optimize for shipping, not scaling. They default to blocking loops, excessive object instantiation, and unoptimized memory allocation.
It works perfectly for 10 users. It exhausts your CPU at 10,000.
The bottleneck isn't the language. It's high garbage collection pauses and un-optimized V8 runtime paths.
We identify the specific functions generated by AI that burn compute, and replace them with native, memory-safe execution layers.
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