engineering-principles

name	engineering-principles
description	GPT-RAG UI architecture and implementation principles. Use for design, review, meaningful refactoring, Python, Chainlit, Azure integration, security, accessibility, testing, or operational changes.

GPT-RAG UI engineering principles

Load only the references needed for the task:

When the task involves	Read
Repository purpose, modules, boundaries, or Chainlit composition	UI architecture
Entra, embedding, sessions, origins, secrets, uploads, or downloads	Authentication and security
Themes, CSS, frontend assets, interaction, or responsive behavior	Frontend accessibility
Python clarity, async behavior, contracts, or error handling	Python quality
Tests, validation, compatibility, or completion evidence	Testing and evidence
App Configuration, Azure clients, deployment, telemetry, or recovery	Cloud and operations

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