---
title: Frameworks
author: Tharaka Mahabage
url: https://tharakamahabage.dev/frameworks/
canonical: https://tharakamahabage.dev/frameworks/
---

# Frameworks

Operational frameworks under active development.

- [Instructions as DevSecOps+](https://tharakamahabage.dev/frameworks/instructions-as-devsecops-plus.html) — an AI-native operational direction. Instruction-governed execution, behavioral integrity, and DevSecOps evolved for autonomous systems.