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How to Categorize Expenses in a SaaS Startup v2.0

Baremetrics

The main benefits of categorizing your SaaS company’s expenses are more accurate metrics and forecasts, and getting a better understanding of your company’s overall spending. While not a GAAP-metric, it’s widely adopted and understood (examples here , here and here ). This is a v2.0

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Tabular: Turning Your Data Swamp into a Data Lakehouse with Apache Iceberg

Clouded Judgement

If you want features in your lakehouse (on top of open source Iceberg) for ingestion, CDC, streaming (file loading, Kafka connect, etc), schema evolution, compaction, optimization, time travel, snapshots, auto-scaling, maintenance (no more writing spark jobs to delete snapshots!), A natural question is “why do we have two tiers?

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