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The Hidden Costs of Building Your Own Batch-Streaming Integration Layer
With AI-assisted coding, building your own data pipelines looks cheaper than ever. But the real costs aren't in the initial build—they're in the maintenance, the on-call rotations, and the accumulated complexity that compounds over time.
The Orchestration Market Is Consolidating. Here's Why That's Good News for Data Teams.
Dagster joining Prefect signals the end of standalone orchestrators. The winners will be unified platforms that combine orchestration and processing — and that's exactly where the market is heading.
CDC Is the Plumbing Everyone Forgets Until It Breaks
Change Data Capture is the invisible layer enabling real-time analytics and event-driven systems — but most teams only think about it after their first production incident