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Field Notes

Notes from the work

Short decision narratives from real engagements — recurring architectural choices, and how we worked through them. If one of them maps to where you are, you can take the thread further with Lumo.

Field note

Scaling a multi-tenant database: sharding, or active-active multi-master?

Horizontal sharding (PostgreSQL/Citus) or active-active multi-master (MariaDB/Galera) for a multi-tenant database — a workload-grounded look at the tradeoffs.

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Field note

One data platform, or a NoSQL store alongside it?

When does JSON document data justify a separate NoSQL store, and when is the relational database you already run — Postgres with JSONB — the better home for it?

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Impremis Technology

Principal consulting in cloud-native infrastructure, data lakehouse & AI pipelines, and backend engineering.

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