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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.
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Where backend teams lose hours in a production incident
What is MTTR, and which version should your team track?
Shailendra SinghOct 23, 20268 min readRecommended
- Best debugging tools for production, by what each one can seeShailendra SinghOct 22, 2026
- How to Reduce Mean Time to Resolution on a Backend Service?Shailendra SinghOct 21, 20268 min read
- MCP servers for debugging production and what each gives an agentShailendra SinghSep 20, 202610 min read
- How to Capture a Variable That Was Never LoggedShailendra SinghSep 16, 202610 min read
AI SRE and incident tooling
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AI SRE and incident tooling
Best tools for root cause analysis of intermittent 500 errors
Compare root cause analysis tools for intermittent 500 errors, including APM, tracing, error monitoring, and AI SRE platforms. Find the right fit for your stack.
Shailendra SinghSep 16, 202610 min read
AI SRE and incident tooling
What is Dynamic Instrumentation?
Dynamic instrumentation explained in plain terms: how it works, how it differs from static instrumentation and eBPF, and why engineering teams use it to debug production without redeploying.
Shailendra SinghSep 14, 202610 min read
Production debugging and RCA
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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
