🛡️ Zocrity — The Emergency Brake for AI Agents

Stop API hallucination loops before they drain your budget. Zocrity wraps your agent runs with a hard stop so runaway retries, repeated prompts, and token spirals don't turn into surprise $100 bills.

💸 The Problem: The 'Infinite Loop' Tax

AI Agents are expensive. A single coding loop or 'hallucination spiral' can burn through your OpenAI credits while you sleep. Most developers don't realize they've spent $50 until the invoice hits.

⚡ The Solution: Zinc Infrastructure

Zocrity is a local-first, zero-config utility that intercepts your LLM calls to provide:

🛑 Hard-Stop Budgets: Set a limit (e.g., $2.00). Zocrity severs the connection locally the moment you hit it.

🚀 1,000x Speedup: Our Local Zinc Cache serves repeated prompts from a local SQLite database in ~5ms. Save 100% on compute for repeated tests.

🤖 Loop Detection: Automatically kills agents that repeat the same prompt structure 3+ times.

📊 Transparent Reports: Run zocrity.report() to see exactly how much money and time you've saved.

📦 Quick Install

pip install zocrity

🛠️ Usage (2 Lines of Code)

import zocrity

# Protect your wallet & enable the lightning-fast cache
zocrity.shield(mode="HALT", enable_cache=True)

# Your existing OpenAI/LangChain code stays exactly the same!

🏆 The Sentinel List

We are building the world's safest AI infrastructure. The first 100 contributors/users to fork this repo and submit a PR or issue get listed here as Zinc Sentinels.

• Zocrity-Ai — Founder & Lead Architect