ai-llm-core-builder

name	ai-llm-core-builder
description	Build AI/LLM applications with practical implementation patterns for prompts, tools, sessions, structured output, and app wiring.

AI LLM Core Builder

Build the app around explicit behavior contracts.

Build Rules

1. Define message flow.
2. Define tool boundaries.
3. Define response schema if structure matters.
4. Add logging and failure handling before adding complexity.
5. Keep provider-specific code isolated.

Deliverables

• architecture sketch
• implementation plan
• interface contracts
• validation points