#postgresql

engineering

TimescaleDB for Intelligence Telemetry: When Postgres Becomes a Time-Series Store

Storing OSINT run telemetry, decision calibration history, and detection counts in plain Postgres works — until you hit 500 million rows. TimescaleDB turns the same database into a time-series store without a new system to operate.

Apr 09, 2026 ·7 min

architecture

PostgreSQL and TimescaleDB Patterns for Intelligence Platforms

Database architecture patterns using Ecto schemas, TimescaleDB hypertables for time-series data, connection pooling strategies, and query optimization techniques.

Mar 13, 2026 ·9 min