Robert Hoffmann

TMIP Logger: QoS & KPI Observability

Robert Hoffmann · Toulouse, France · Maser Engineering

Structured logging and observability layer for TMIP operations, SQLite inspection, Vue UI, Skywise feeds, alerts, and plant-level diagnosis.

Proof angle

Operational observability that turns raw job events into diagnosis, alerts, and KPI evidence.

Highlights

  • 10x error reduction
  • 5x faster bug resolution
  • 5x job-volume scale-up
  • Nearly 300 scheduled jobs

Project context

TMIP Logger: QoS & KPI Observability

2025 – present · Maser Engineering for Airbus

Operational observability that turns raw job events into diagnosis, alerts, and KPI evidence.

  • 10x error reduction
  • 5x faster bug resolution
  • 5x job-volume scale-up
  • Nearly 300 scheduled jobs

Structured logging and observability layer for TMIP operations, turning raw job events into searchable SQLite records, a VueJS inspection UI, Skywise dashboard feeds, and automated alerts for error spikes, job health, and plant-level impact.

Stack: Python, VueJS, SQLite, CSV, Skywise, Structured Logging, REST API