Technical insights, field reports and analyses on data engineering, cloud architecture, AI and open-source technologies from datatactics.
In practice, data scientists rarely work on production-near data. Sample exports, anonymized snapshots, stale states are the rule. MLflow on a shared operations data foundation shifts that.
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Classical logging is no longer enough for modern compliance requirements. Hash chain plus RFC 3161 timestamps anchor data cryptographically — against later manipulation and against 'who knew what when' debates.
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