HyperProbe is an AI-native production debugger that captures live variable states and identifies root causes for incidents without requiring code changes, redeployments, or service restarts.
What the product does and how it is positioned
HyperProbe functions as an automated debugging assistant that places read-only, non-blocking virtual breakpoints directly into running production services. By capturing the exact state of variables at the moment of failure, it allows engineering teams to diagnose complex issues that traditional logging often misses.
The platform is designed to minimize the time spent on incident investigation by eliminating the need for manual log insertion and deployment cycles. It operates within the user's own infrastructure, so that sensitive data remains private while providing deep visibility into live application behavior.
Source-supported ways to use the product
Identifies issues where services return successful status codes despite incorrect data processing or business logic errors that do not trigger standard exceptions.
Captures thread state at the precise moment of overlap to debug concurrency issues and duplicate processing errors that are difficult to reproduce locally.
The documented workflow, where available
The system automatically picks up incident alerts from integrated platforms like PagerDuty, Datadog, or Slack.
HyperProbe analyzes existing logs and traces to identify the specific file and line number associated with the reported issue.
A read-only virtual breakpoint is placed on the suspect line of code to capture live data without pausing the service.
The breakpoint fires on real traffic to record the exact variable state, which is then used to verify the root cause.
HyperProbe differentiates itself from traditional debuggers by utilizing non-blocking, read-only probes that operate asynchronously. This mechanism is designed so that production services continue to run at full speed, maintaining user experience while providing developers with the granular data necessary to resolve incidents quickly.
Checks to run with your own material and workflow
What was checked and when
Answers based on the source-checked product record
No, HyperProbe is designed to operate without requiring any redeployments, service restarts, or manual code changes to the production environment.
The platform is engineered for minimal impact, maintaining less than 1% overhead at 3,000 requests per second by using asynchronous, non-blocking breakpoints.
HyperProbe runs within your own infrastructure, such as a private VPC or self-hosted environment, so that your data does not leave your control.
No, the probes are strictly read-only. The agent is incapable of writing to memory or executing code, and it cannot modify the state of your running application.
Personally Identifiable Information is redacted at the agent level before any capture occurs, so that sensitive data is protected according to your security definitions.
