---
title: Operon Scheduled Maintenance
emoji: "\U0001F504"
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: "6.5.1"
app_file: app.py
pinned: false
license: mit
short_description: Oscillator-scheduled autophagy with feedback control
---

# Operon Scheduled Maintenance

Simulate a long-running agent service that uses oscillator-scheduled autophagy to prune noisy context, with a negative feedback loop maintaining noise ratio around a target setpoint.

## Features

- **Oscillator-driven cycles**: Maintenance phases computed mathematically from oscillator frequency
- **Autophagy pruning**: AutophagyDaemon removes stale context on schedule
- **Feedback control**: NegativeFeedbackLoop adjusts toxicity threshold to maintain noise ratio
- **Presets**: Gradual pollution, sudden spike, feedback correction

## Motifs Combined

Oscillator + AutophagyDaemon + NegativeFeedbackLoop + Lysosome

[GitHub](https://github.com/coredipper/operon) | [PyPI](https://pypi.org/project/operon-ai/)
