P99 Latency Stability at Growing Data Volumes in Managed OLAP Databases
Managed OLAP databases face predictable P99 latency cliffs as data volumes grow.
Seren Almodovar
Seren Almodovar
5 stories
ReplacingMergeTree Deduplication Guarantees and Limitations
Deduplication happens at merge time, creating a window where duplicates inflate query results.
Seren Almodovar
Tool-Calling Patterns for Database Agents Using Function Calling APIs
Agents overwhelm schemas built for humans; programmatic calling fixes the structural limits.
Seren Almodovar
Agent Query Audit Logging in Analytical Databases
Regulators now require agents to log governance authorization for every database query.
Seren Almodovar
Compute-Storage Separation Economics in Analytical Databases
What separates cheap storage from cheap queries depends on the architecture mediating between them.
Seren Almodovar