speediedan

Debug and operate the interpretune self-hosted Azure GPU pipeline, including PAT-backed approval release, queue triage, worker dispatch checks, phase-split test diagnosis, and memory-aware fixture narrowing.

Systematic workflow for debugging remote CI test failures across multiple OS runners (Ubuntu, Windows, macOS). Covers artifact analysis, failure categorization, root cause isolation, and iterative fix/push/verify cycles.

Updates an existing Interpretune analysis injection notebook and its hook configuration when a target upstream package changes versions. Covers diff analysis, regex pattern validation, config/notebook updates, and test validation. Generalizable to any notebook using the analysis injection framework.

Automates Fine-Tuning Scheduler development branch version upgrade process including basic metadata oriented code changes, documentation updates, environment setup, testing, and coverage collection. Use when starting development on a new FTS minor release (e.g., 2.10.0 -> 2.11.0).