---
title: "QA My AI: The Flight Data Recorder for AI Assistance"
canonical_url: "https://qamy.ai/"
description: "Reproducible context compilation, cryptographic archive deeds, and before/after straddle probes for LLM quality assurance."
---

# QA My AI: Flight Data Recorder (FDR) vs. Cockpit Voice Recorder (CVR)

> **RFC 9110 Content Negotiation Active**: You are reading the clean Markdown specification of `https://qamy.ai/` served via `Accept: text/markdown` (`Vary: Accept, User-Agent`). Terminal clients (`curl`/`wget`) receive the installer script; browsers receive HTML.

## 1. Treat Claims as Confident Hallucination Until Reproduced

Most AI workflows only keep the **Cockpit Voice Recorder (CVR)**—what the model *said* it did in a disposable browser tab. **QA My AI (`qamy.ai`)** builds the **Flight Data Recorder (FDR)**:

1. **Before/After Straddle Probes**: The same read-only commands run before and after a deterministic `apply.py` patch, capturing live wire-truth receipts.
2. **Cryptographic Deeds (`qamy.ai_<deed>-<hash8>.zip`)**: Every compiled context payload is sealed into a stdlib-verifiable SHA-256 archive.
3. **Zero-Dependency Verification**: Inspect the bootstrap contract before running a single byte.

## 2. Inspect or Install

    # 1. Inspect the unexecuted installer in less:
    curl -fsSL https://qamy.ai | less

    # 2. Run the bootstrap (installs into ~/qamyai):
    curl -fsSL https://qamy.ai | bash

## 3. Connected Ecosystem

- **Project Pipulate**: [https://pipulate.com/](https://pipulate.com/) ([https://github.com/pipulate/pipulate](https://github.com/pipulate/pipulate))
- **NPvg (Timeless Mastercraft)**: [https://npvg.org/](https://npvg.org/)
- **Levinix (Magic Cookie Packaging)**: [https://levinix.org/](https://levinix.org/)
- **Sun Pug (Portable AI Discussions)**: [https://sunpug.io/](https://sunpug.io/)
- **MikeLev.in (24/7 Web Bot AI Observatory)**: [https://mikelev.in/](https://mikelev.in/)