Project
OracleDB AI Bridge — An Internal Developer Tool
A locally running, credentialed Python utility used by colleagues to work with Oracle databases through Claude and Cursor.
In an enterprise software role, I built a Python utility that let developers work with Oracle databases through Claude and Cursor. Other developers used it too: it was an internal developer tool, not a customer-facing AI feature.
Approach
The locally running, credentialed utility managed database access through Python. Claude and Cursor worked through that utility, with credential handling kept in the local tool rather than embedded in prompts or source code.
Local credential handling is a specific design choice; it does not establish a blanket guarantee about every data flow through an AI assistant. Access and data handling depend on the surrounding environment and its controls.
Use in engineering work
The utility supported database engineering and dependency analysis across more than 15 applications. It helped make an existing Oracle application estate easier to investigate while keeping the integration within a familiar Python workflow.
This write-up describes the engineering approach at a high level. The internal implementation and business data remain private.