José David Baena – Distributed Systems Engineer https://josedavidbaena.com Production notes and source-backed analysis on distributed systems, messaging infrastructure, open-source internals, and model engineering. en-us josedab@gmail.com (José David Baena) josedab@gmail.com (José David Baena) Wed, 16 Sep 2026 00:00:00 GMT https://josedavidbaena.com/blog/distilled-engineering/production-distillation-pipeline The Distillation Pipeline Is an Artifact DAG, Not a Folder of Checkpoints https://josedavidbaena.com/blog/distilled-engineering/production-distillation-pipeline Build distillation as a resumable artifact DAG with exact identity, idempotent retries, quarantine, evaluation gates, canaries, rollback, and dated economics. Wed, 16 Sep 2026 00:00:00 GMT josedab@gmail.com (José David Baena) distillationmlopsartifact-dagmodel-evaluationcanary-deploymentunit-economicsreliability