What good telemetry looks like
Trading operators do not need more charts. They need a short list of signals that tell them whether the system is healthy, profitable, and safe.
Signals we prioritize
We focus on order latency, fill quality, rejected orders, exposure, and service-level health. Those metrics give a clearer operational picture than raw volume alone.
- Alert on behavior changes, not just hard failures.
- Track latency percentiles, not only averages.
- Tie risk metrics to the same dashboard as execution metrics.
- Use incident notes to improve the next alert threshold.
The practical payoff
When the telemetry is focused, the team reacts faster and with more confidence. That reduces bad trades and reduces the temptation to overreact to noise.
Key takeaways
- Fewer signals, better signals.
- Put risk and execution metrics together.
- Use alerts to guide action, not to create panic.