Hey Product Hunt community! 👋 I'm Vlad Utyansky, an AI Systems Architect. Over the past two years of building complex full-stack applications with autonomous AI coding agents (Cursor, Claude 3.7 Sonnet, Copilot), I kept hitting the same critical wall: as soon as a project exceeds 15,000–20,000 lines of code, AI agents suffer from context drift and begin silently overwriting, hallucinating, or deleting perfectly working features during routine edits. To solve this fundamentally at the structural level, I developed and certified the Utyansky Index v2.0 — an open architectural specification based on deterministic 5-digit O(1) slot coordinates (00000–99999). Key breakthroughs: - 🚀 Zero Accidental Code Erasure: Strict physical slot boundaries prevent AI hallucinations across neighboring modules. - ⚡ 85.9% Context Window Reduction: Agents only receive and edit the target coordinate block instead of re-reading entire monolithic files. - 🔬 Empirically Benchmarked: Validated across 9 leading LLMs with a permanent CERN Zenodo DOI certification. It is 100% open-source and framework-agnostic (React, Vue, Node.js, Python, PostgreSQL). Check out the repository, try the coordinate blueprint in your AI workflow, and let me know your feedback!

Utyansky Index v2.0

Deterministic O(1) slot isolation for AI vibe coding

Deterministic O(1) slot isolation for AI vibe coding