Simulation engineer
The friction the plugin could not solve.
A simulation engineer has ten ODEs to run per week. Every one needs the right solver, the right tolerances, the right telemetry, and a record she can show her boss. Today that is a script, a notebook, and three open browser tabs of vendor documentation.
Imagine a desktop application that treats solver selection the way a modern IDE treats compilation: evidence, choices, feedback, profile. Drop in a system. Watch Scout fingerprint it. Watch Tune benchmark the contenders. Pick the winner. Apply. Run. See the live solver telemetry as it integrates. Archive the profile. Reuse it next week.