All work
Observability & Systems Engineering / 2026
AIX Telemetry
An OpenTelemetry-oriented ingestion package that turns raw AIX command batch outputs into structured, machine-readable operational telemetry.
01 / CHALLENGE
Making the complex feel clear.
Legacy UNIX operational data is rich but inconsistent, command-specific and difficult to consume centrally.
02 / APPROACH
Product thinking before pixels.
A parser-driven telemetry pipeline that recognizes command sections, normalizes outputs and emits analytics-ready JSON archives.
03 / OUTCOME
Built for the next stage.
A repeatable path from legacy server command output to structured observability data suitable for automation and downstream analysis.