Blog · Engineering · 2026-03-12

Product Performance Grok Bot for Latency and Incident Digests

Investigate latency with dashboards and traces, separate facts from hypotheses, and never flip alerts unsupervised.

Job

Own targeted performance investigations with evidence — not vague “looks slow.”

Routine vs one-shot

  • One-shot: incident investigation
  • Routine: weekly health digest (still no unsupervised alert changes)

Pair with a bug-repro bot in a Grokdir group so product and eng share a stack.

Prompt

Investigate the checkout latency increase since yesterday’s release. Review dashboards, traces, and flamegraphs; identify the highest-confidence hotspot; return a short write-up with screenshots and direct links. Separate facts from hypotheses. Do not change alerts or production settings.