Hi Databricks Community ๐
I've just published adeep dive on dual-speed (bimodal) AI app architecture: keep the deterministic application layer stable (auth, workflows, migrations), while iterating quickly on the intelligence layer (prompts, model routing, retrieval, A/B tests) behind a clean contract boundary.
Key takeaways:
- Why GenAI products naturally need two different layers
- What the App โ Intelligence contract must guarantee
- Tradeoffs between API vs DB vs shared library boundaries
- A Databricks-flavored mapping for services like Apps, Lakeflow Jobs, Model Serving, Lakebase etc.
โก๏ธ Full article on Medium:
https://medium.com/hiflylabs/bimodal-ai-app-stack-on-databricks-how-to-keep-the-product-stable-while...
