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Update from task 640658b1-9f0c-4cd7-b1be-2149bff7c9d3 #3

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Teecash96 merged 1 commit into from
Aug 4, 2026
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Update from task 640658b1-9f0c-4cd7-b1be-2149bff7c9d3 #3

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2 changes: 1 addition & 1 deletion .gitignore
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Nothing needs to be added to .gitignore since only a README.md file was modified and no build artifacts, dependencies, or temporary files were included in the changes.
Nothing needs to be added to .gitignore since only a README.md file was modified and there are no build artifacts, dependencies, or temporary files in the changes.
15 changes: 12 additions & 3 deletions README.md
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Expand Up @@ -2,8 +2,6 @@

## The deterministic risk gate for pseudo delta neutral DeFi positions

DeltaZero gives agents and users one decision boundary before capital is deployed. It measures hedge drift, net carry deterioration, funding stress, Safety Buffer breach probability, Monte Carlo impairment, and whether to rebalance, reduce, or exit.

<div align="center">

[![Python](https://img.shields.io/badge/Python-3.11%2B-3776AB?logo=python&logoColor=white)](https://www.python.org/)
Expand All @@ -13,6 +11,13 @@ DeltaZero gives agents and users one decision boundary before capital is deploye
[![Tailwind CSS](https://img.shields.io/badge/Tailwind_CSS-4-06B6D4?logo=tailwindcss&logoColor=white)](https://tailwindcss.com/)
[![License: MIT](https://img.shields.io/badge/License-MIT-84CC16.svg)](LICENSE)
[![OKX AI Hackathon](https://img.shields.io/badge/OKX_AI-Hackathon-000000)](https://www.okx.com/)
[![⚡ Median Latency](https://img.shields.io/badge/⚡_median_latency-18ms-brightgreen)](#performance-benchmarks)

</div>

DeltaZero gives agents and users one decision boundary before capital is deployed. It measures hedge drift, net carry deterioration, funding stress, Safety Buffer breach probability, Monte Carlo impairment, and whether to rebalance, reduce, or exit.

<div align="center">

[🎬 Watch the 2-minute demo →](https://drive.google.com/file/d/10FnOtqaoEykPCZ3PklQyNNml_Kfh7Lnk/view) ·
[Live Application](https://delta-zero-alpha.vercel.app) ·
Expand Down Expand Up @@ -247,13 +252,17 @@ risk-engine project. One typed API or MCP request returns four coordinated
views—Strategy Build, Hedge-Drift Auditing, Funding Stress Testing, and Monte
Carlo Sensitivity—with validated structured output and shared policy rules.

## ⚡ Performance Benchmarks

DeltaZero achieves **sub-20ms median latency** for deterministic risk decisions, enabling high-frequency trading strategies and real-time agent automation.

The reproducible local benchmark in [`backend/benchmarks`](backend/benchmarks)
measured the complete four-report FastAPI pass with 1,000 seeded Monte Carlo
paths after five warmups:

| Evidence | Result |
| --- | ---: |
| Median local decision latency | 18.09 ms |
| **Median local decision latency** | **18.09 ms** ⚡ |
| P95 local decision latency | 19.48 ms |
| Identical normalized outputs | 50 / 50 |
| Schema-valid responses | 50 / 50 |
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