research · 2026
Auto Research on Serverless
An experiment in parallel hypothesis generation and measured iteration using Databricks serverless jobs.
- research
- Databricks
- serverless
- agents
This project tests a deterministic research loop where an agent proposes hypotheses, serverless jobs evaluate them in parallel, and a reproducibility gate decides which result can move forward.
The model suggests experiments. The surrounding code owns scheduling, ground truth, comparison, and stopping conditions.