Still debugging XCom chains at 3 a.m.? Meet Dagster:
✅ Run graphs interactively on your laptop or CI — no scheduler marathon
✅ Type-safe assets catch schema bugs before prod
✅ Clean split: logic vs. infra, local temp files today, cloud buckets tomorrow
✅ One graph → multiple schedules — no duplicate DAG spaghetti
✅ Human-friendly monitoring: no log spelunking, no Slack panic at midnight
💡 Real wins:
- PMs see “Customer Segments” freshness, not task IDs
- Teams deploy conflicting libraries without endless fights
- Broken nodes traced in seconds, not hours
Takeaway:
In 2025, data teams want assets, lineage, and type safety — not endless DAG puzzles. Dagster delivers.
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