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HyperProbe is an AI on-call agent that places read-only probes on running production code to capture exact variable state at the moment of failure, without a redeploy or restart.
in Production debugging and RCAClear filters
Production debugging and RCA
MCP servers for debugging production and what each gives an agent
Compare Claude Code MCP servers for production debugging, including Sentry, Datadog, PagerDuty, Honeycomb, Grafana, and debugger MCPs, plus their evidence gaps.
Shailendra SinghSep 20, 202610 min read
Production debugging and RCA
How to Capture a Variable That Was Never Logged
Learn how to capture variables in code when nothing was ever logged, from print statements and debuggers to production-safe dynamic instrumentation.
Shailendra SinghSep 16, 202610 min read
Production debugging and RCA
How to inspect a live production variable without adding a log line
Learn how dynamic instrumentation helps inspect live production variables without adding log lines, redeploying, or pausing traffic.
Shailendra SinghSep 9, 202610 min read