LM Studio E2E Audit

Validate LM Studio server startup by running an end-to-end audit on a live v2 server, which confirms provider registration, verifies prompt bootstrap, and extracts success or failure signals from actual server runs.

An LM Studio end-to-end runtime audit validates real server startup paths, provider registration, and prompt bootstrap by inspecting stage_runs and llm_traces, ensuring the runtime behaves as expected rather than relying on isolated unit tests.

Diagnose LM Studio prompt bootstrap failures by inspecting stage_runs and llm_traces during an end-to-end audit; the process highlights where startup or prompt bootstrap failures occur and identifies what to inspect in logs.

Yes, you need access to a live v2 server run because the end-to-end audit validates real server startup paths, provider registration, and prompt bootstrap by inspecting actual stage_runs and llm_traces.

Run an LM Studio tool-call trace analysis when provider paths, stage actions, or runtime prompts change, or when you need proof of tool-call sequences and success or failure outcomes from actual server runs.

Yes, you can verify a new LM Studio integration after provider or path changes by running the real server workflow end-to-end and extracting success and failure signals from tool-call traces instead of relying on unit tests.