Hyperprobe

Hyperprobe is an AI debugging tool that lets coding agents capture live production state and data without redeploying services.

HyperProbe lets coding agents place read-only probes on specific lines of running production code to capture live variable states without redeploying or restarting services. It captures data that standard logs miss, such as silent failures and race conditions, helping engineers find root causes quickly. The tool operates asynchronously with less than one percent overhead at 3,000 requests per second to ensure zero user impact. All probes are read-only, non-blocking, and run securely inside your own infrastructure with automatic PII redaction. It integrates with coding agents through an MCP server and supports JavaScript, TypeScript, Java, Kotlin, Python, and Ruby.

Hyperprobe at a glance

Best for: Software engineer
Runs on: Web, API, self-hosted
Pricing: Free plan available; Professional plans and Enterprise self-hosted options priced per service with unlimited captures.
Released: September 2026
Category: AI coding tool
Website: hyperprobe.co

Key features

Place read-only virtual breakpoints on running services
Capture live variable states without redeploying
Operate with less than one percent overhead
Redact PII automatically at the agent level
Enforce time-to-live and rate limits on probes
Maintain immutable audit trails of all probes
Integrate with coding agents via MCP server

Use it for

Debugging production incidents without redeploying
Investigating silent failures and missing log values
Inspecting live memory state during traffic spikes
Tracing upstream write failures and third-party drift

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