🧩 Overview

AI Prompt Runner is a structured Python CLI designed to execute AI prompts across multiple providers and produce deterministic structured outputs (JSON + Markdown).

The CLI acts as a stateless execution layer, providing a consistent interface across AI providers for running prompts. It enables reproducible prompt execution for scripting, automation, and CI workflows, with a strong focus on:

• deterministic execution
• contract-driven output
• multi-provider interoperability
• operational observability
• reproducibility

The tool enables reliable prompt execution while preserving a stable output contract suitable for automation, CI pipelines, and reproducible AI workflows.

The project is built with a strong focus on:

• modular architecture
• testing discipline
• semantic versioning
• CI integration
• protocol-based provider abstraction

It serves both as:

• a real-world software engineering project
• a structured exploration of AI-assisted development workflows.

🎯 Purpose