Metadata-Version: 2.4
Name: fragility-engine
Version: 0.6.1
Summary: AgenticOps stress-search harness: deterministic GA/MC over modular simulations, BYOW adapters, replay JSON, and FEL evidence semantics.
Author-email: David Peterson <david@agenticop.io>
Maintainer-email: AgenticOps <david@agenticop.io>
License-Expression: Apache-2.0
Project-URL: Homepage, https://agenticop.io
Project-URL: Documentation, https://github.com/AgenticOp-io/fragility-discovery-engine/blob/main/docs/HOW_TO_USE.md
Project-URL: Repository, https://github.com/AgenticOp-io/fragility-discovery-engine
Project-URL: Issues, https://github.com/AgenticOp-io/fragility-discovery-engine/issues
Project-URL: Changelog, https://github.com/AgenticOp-io/fragility-discovery-engine/releases
Project-URL: Demo, http://34.61.255.147/
Project-URL: DOI, https://doi.org/10.5281/zenodo.20455688
Project-URL: Translation Hub, https://hub.agenticop.io/
Keywords: agenticops,simulation,robustness,stress-testing,counterfactual,benchmark,bring-your-own-world,falsification
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: Operating System :: OS Independent
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX :: Linux
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Software Development :: Quality Assurance
Requires-Python: >=3.11
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy>=1.26
Requires-Dist: networkx>=3.2
Provides-Extra: dev
Requires-Dist: pytest>=8.0; extra == "dev"
Requires-Dist: ruff>=0.8.0; extra == "dev"
Requires-Dist: matplotlib>=3.8.0; extra == "dev"
Provides-Extra: viz
Requires-Dist: matplotlib>=3.8.0; extra == "viz"
Provides-Extra: accelerate
Requires-Dist: numba>=0.59; extra == "accelerate"
Dynamic: license-file

# Fragility Discovery Engine

<p align="center">
  <img src="https://agenticop.io/logo.svg" width="120" height="120" alt="AgenticOps"/>
</p>

<p align="center">
  <strong><a href="https://agenticop.io">AgenticOps</a></strong><br/>
  Open-source tools for verified migration and stress-search evidence<br/>
  <a href="https://agenticop.io">agenticop.io</a> ·
  <a href="https://hub.agenticop.io">Translation Hub</a> ·
  <a href="https://github.com/AgenticOp-io">GitHub</a>
</p>

Deterministic **Monte Carlo / genetic** search over modular discrete-time simulations — or **your own world** (BYOW). Export replay JSON, minimized failing schedules, and counterfactual attribution bundles.

```bash
pip install fragility-engine
fragility search --example capacity-pool
fragility falsify search --example ranked-store
fragility certify
```

## About AgenticOps

[AgenticOps](https://agenticop.io) builds software where **evidence beats guesswork**: Chrysalis (verified legacy→modern migration against real traffic) and this **Fragility Discovery Engine** (reproducible stress-search + FEL evidence semantics). Same org, same bar — deterministic cores, frozen artifacts, honest limits.

| | |
|--|--|
| **What this package is** | Stress-search harness + JSON evidence contracts |
| **What it is not** | Calibrated twin of a real institution / compliance engine |
| **Product path** | Bring-your-own-world adapters |
| **Author** | David Peterson · AgenticOps |

**License:** Apache-2.0  
**Cite:** [DOI 10.5281/zenodo.20455688](https://doi.org/10.5281/zenodo.20455688)  
**Docs:** [How to use](https://github.com/AgenticOp-io/fragility-discovery-engine/blob/main/docs/HOW_TO_USE.md) · [Demo](http://34.61.255.147/) · [Source](https://github.com/AgenticOp-io/fragility-discovery-engine)
