Monitoring & Observability

• Automated delivery of 20 GIS data pipelines and app data ETL processes, streamlining infrastructure automation and reporting.
• Built first‑party error monitoring and OpenTelemetry tracing rather than buying them — payload sanitising, spike and regression detection, symbolication and a synthetic heartbeat — behind 11 operator views.
• Stopped an application filling memory at 41 MB a second — a recorded 111 GB of compressed pages on a 36 GB machine — by bounding every event stream, subscribing by event type and putting a rate budget on logging, taking 610,996 log lines down to 1,411.

This work is part of what we offer as DevOps & CI/CD Automation, Site Reliability & Monitoring, Backend & API Development, Data Pipeline Development (ETL/ELT), Frontend Development, GIS & Geospatial Solutions and Platform & Solution Architecture.

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