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HyperProbe

HyperProbe

AI

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

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Free Available
Starting from Free
Premium plans available

About HyperProbe

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.

Key Features

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.
Default PII Redaction: Sensitive values are redacted by default on every plan, with custom per-field and per-file redaction rules available at the Enterprise tier.
Immutable Audit Log: Every probe placement and capture is recorded in a tamper-evident log, with approval gates and organization-level policy ceilings available for regulated teams.
Per-Service Pricing Model: Billing counts running applications rather than engineers, hosts or captures, so probes and captures are unlimited on every plan including the free one.

Use Cases

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.
Instrumenting a Whole Stack Safely: Roll probes across many services under org-level policy ceilings, approval gates and per-namespace allow lists that a security team defines.

Frequently asked questions about HyperProbe

What is HyperProbe?

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

How does HyperProbe work?

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..

What are the main features of HyperProbe?

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..

Who is HyperProbe for?

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..

How much does HyperProbe cost?

HyperProbe offers a free tier with paid plans for advanced features.

How do I get started with HyperProbe?

Visit https://hyperprobe.co/ to sign up and explore HyperProbe.

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