The problem
Technical context gets scattered across notes, conversations, and configuration references. Rebuilding that context takes time. This project explores how local models and a consistent interface can make that knowledge easier to work with.
The approach
Ollama provides local model execution, Open WebUI provides the interface, and Linux hosts the environment. Agent and knowledge workflows are developed incrementally so model behavior, resource use, and data handling can be examined separately.
What I am evaluating
Useful tests include summarizing a known note, identifying the source behind an answer, and drafting a runbook that can be checked against the original evidence. Local execution is one part of the design; access controls and the behavior of connected tools still matter.
Current scope and next steps
The environment is an ongoing personal project. The next focus is more consistent retrieval from technical documentation and repeatable checks for answer quality. It is not presented as a production service or a source of autonomous changes to live infrastructure.