engineering-principles

name	engineering-principles
description	GPT-RAG Orchestrator architecture and implementation principles. Use for design, review, meaningful refactoring, runtime strategies, FastAPI, Azure integration, security, testing, or operations.

GPT-RAG Orchestrator engineering principles

Load only the references needed for the task:

When the task involves	Read
Repository purpose, boundaries, runtime strategies, or component ownership	Orchestrator architecture
Python, FastAPI, async code, modularity, or implementation clarity	Python and FastAPI
Tests, validation, compatibility, or evidence	Testing and evidence
Identity, secrets, networking, retrieval, MCP, telemetry, or operations	Security and operations

Use these principles as design questions rather than dogma. Task requirements, executable configuration, versioned contracts, and the current implementation remain the sources of truth.