Data Engineering
Building a Real-Time Feature Store with Kafka, Redis, and Feast
A feature store reference architecture with working configuration files — for ML teams who need sub-100ms feature retrieval.
Insights & Resources
Data Engineering
Deep-dive guides, real case studies, and practical frameworks on AI workflow automation, cloud cost optimization, FinOps, and enterprise data engineering.
Data Engineering
dbt at Scale: 6 Patterns We Use on 1000+ Model Projects
Once a dbt project crosses 200 models, things start to break. Six patterns we apply to keep large projects fast, testable, and maintainable.
Data Engineering
Lakehouse vs. Warehouse in 2026: A Decision Framework for Mid-Sized Enterprises
Snowflake, Databricks, BigQuery, Fabric — the data platform space is more crowded than ever. Here is the framework we use.
Data Engineering
Snowflake Performance Tuning: 7 Wins We See Repeatedly in 2026 Audits
After auditing 30+ Snowflake accounts in the past year, the same seven optimization patterns keep appearing. Here they are, with SQL examples.
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