

AI-native production debugger that lets coding agents place read-only probes on live running code to capture variable state without redeploying.

AI-native production debugger that lets coding agents place read-only probes on live running code to capture variable state without redeploying.
HyperProbe is a production debugging platform that removes the add-a-log, redeploy and wait cycle from incident response. Instead of reasoning over data you already have, it lets your coding agents place a read-only, non-blocking virtual breakpoint — a probe — on the exact line in a running service and capture the live variable state that logs never recorded, with no code change, redeploy or restart. It picks up pages automatically from PagerDuty, Datadog or Slack, reads existing logs and traces to locate the file and line, plans the debugging flow, arms the probe, captures state from real traffic and then delivers a root-cause analysis verified against that evidence. An MCP server connects it to Cursor, Claude Code, Codex and opencode, and SDKs cover JavaScript, TypeScript, Java, Python and Ruby. Probes are unbounded in number but bounded by controls you set — time to live, capture rate limit and hit expiry — with PII redaction on by default and an immutable audit log; the company is backed by Y Combinator and prices per service rather than per engineer or per host.
AI-native production debugger that lets coding agents place read-only probes on live running code to capture variable state without redeploying.
HyperProbe works by combining Read-Only Live Probes: Places a non-blocking virtual breakpoint on a specific line in a running service and snapshots the live variable state there, with no code change, redeploy or restart required., Automated Incident Workflow: Picks up alerts from PagerDuty, Datadog or Slack, reads logs and traces to locate the offending file and line, plans the debugging flow, probes, captures and delivers a confirmed root-cause analysis., Coding Agent Integration via MCP: Ships an MCP server so Cursor, Claude Code, Codex and opencode can install the SDK, configure probes and read captures from inside the agent session., Multi-Runtime SDK Coverage: Supports JavaScript, TypeScript, Java, Python and Ruby services, with one SDK install covering every instance a service runs on., Probe Safety Controls: Every probe carries a time-to-live, a capture rate limit and a hit-expiry count, so it clears itself automatically and high-traffic lines stay bounded. to help users with Shortening Time to Root Cause: Cut incident investigations that would take three to four hours of log-and-redeploy cycles down to minutes by capturing the value that explains the failure directly., Debugging Non-Reproducible Bugs: Inspect live memory and variable state for race conditions and data mismatches that only appear under real production traffic and never reproduce locally., Eliminating Debug Redeploys: Investigate a production failure without shipping temporary logging code, avoiding the risk and delay of extra deployments during an incident., Reducing On-Call Load on Senior Engineers: Let agents run the evidence-gathering phase of an incident so senior engineers are not pulled off roadmap work for every page., Confirming a Fix Was Actually Correct: Verify a hotfix against captured evidence rather than accepting an educated guess that leaves the same conditions able to fire again..
Key features include Read-Only Live Probes: Places a non-blocking virtual breakpoint on a specific line in a running service and snapshots the live variable state there, with no code change, redeploy or restart required., Automated Incident Workflow: Picks up alerts from PagerDuty, Datadog or Slack, reads logs and traces to locate the offending file and line, plans the debugging flow, probes, captures and delivers a confirmed root-cause analysis., Coding Agent Integration via MCP: Ships an MCP server so Cursor, Claude Code, Codex and opencode can install the SDK, configure probes and read captures from inside the agent session., Multi-Runtime SDK Coverage: Supports JavaScript, TypeScript, Java, Python and Ruby services, with one SDK install covering every instance a service runs on., Probe Safety Controls: Every probe carries a time-to-live, a capture rate limit and a hit-expiry count, so it clears itself automatically and high-traffic lines stay bounded..
HyperProbe is useful for anyone interested in Shortening Time to Root Cause: Cut incident investigations that would take three to four hours of log-and-redeploy cycles down to minutes by capturing the value that explains the failure directly., Debugging Non-Reproducible Bugs: Inspect live memory and variable state for race conditions and data mismatches that only appear under real production traffic and never reproduce locally., Eliminating Debug Redeploys: Investigate a production failure without shipping temporary logging code, avoiding the risk and delay of extra deployments during an incident., Reducing On-Call Load on Senior Engineers: Let agents run the evidence-gathering phase of an incident so senior engineers are not pulled off roadmap work for every page., Confirming a Fix Was Actually Correct: Verify a hotfix against captured evidence rather than accepting an educated guess that leaves the same conditions able to fire again..
HyperProbe offers a free tier with paid plans for advanced features.
Visit https://hyperprobe.co/ to sign up and explore HyperProbe.
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