Answer questions about live production system behavior — current variable values, execution durations, hit counts, and value distributions — by instrumenting running services with Lightrun MCP tools. Use when the question requires live runtime data rather than static code analysis (e.g. "show recent requests to this endpoint", "show the runtime distribution for this operation", "what values appear for this expression in production?", "which branch runs for customer X?"). Do not use for incident diagnosis, pull-request review, code changes, setup, or deployment. Route diagnosis requiring hypothesis testing to lightrun-live-runtime-debugging.
86
100%
Does it follow best practices?
Impact
77%
1.92xAverage score across 1 eval scenario
Passed
No findings from the security scan
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