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You are a senior engineer, so let’s skip the marketing speak and talk about last Sunday at 2:00 AM.

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🚨 The Sunday 2:00 AM Incident

A critical checkout API endpoint is failing for 0.5% of users with an obscure error: TypeError: Cannot read properties of undefined (reading 'taxRate'). It doesn’t happen in your local environment, and it doesn’t happen in staging. It only happens under specific production database state conditions.
  1. Edit Code: Open your editor and add console.log('DEBUG USER STATE:', user, order);
  2. Push Git Branch: Commit, push, and open a PR.
  3. Wait for CI/CD: Spend 15 minutes waiting for unit tests and build steps to pass.
  4. Deploy: Roll out the new Docker image to your Kubernetes cluster.
  5. Wait for Incident: Monitor logs, hoping the bug triggers again so you can search CloudWatch/Datadog.
  6. Discover Gaps: Realize you logged the user but forgot to log the nested address object. Start over from Step 1.

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🧠 The AI-Native Edge: Let Your Coding Agent Debug Production

HyperProbe exposes its entire debugging engine via the Model Context Protocol (MCP). This means your local desktop AI assistant (like Claude Desktop, Cursor, or Windsurf) can autonomously debug production incidents for you.
AI-Native Production Debugging with MCP
You can literally ask your AI assistant:
“Our user payment processing is throwing exceptions in prod. Go check the live variables of BillingService.ts, isolate the bad payload structure, and tell me how to fix it.”
The AI will:
  1. Scan your local codebase to find the file and line.
  2. Connect to the HyperProbe Broker using MCP.
  3. Automatically inject a Snapshot Probe on the target line.
  4. Block on the telemetry queue until a live request hits it.
  5. Read the captured state, identify the exact broken parameter, and write the hotfix.

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🔒 Engineered for High-Throughput Production Environments

Attaching a debugger to production sounds terrifying. We built HyperProbe because we were terrified too. Here is why it is completely safe:

Microsecond Execution Hooks

HyperProbe does not pause the event loop or use standard blocking debugging breakpoints. It binds asynchronous listeners directly to the runtime engine (V8 Inspector API for Node.js, runtime Bytecode Manipulation for JVM). Hooks execute and detach in under 15 microseconds.

Zero-Trust Local Redaction

Sensitive properties (password, token, cookie, creditCard) are stripped in-process inside your container before any payload is compiled or transmitted. Secure credentials never leave your application’s memory boundary.

Intelligent Cooldown Shields

The agent continuously monitors event loop lag and heap memory. If it detects more than 15ms of overhead or free memory dropping below 15%, it activates the cooldown shield, instantly purging all active probes in-process.

Automatic Expirations & Caps

Every probe is created with an explicit lifetime (e.g., 1 hour) and a strict hit limit (snapshots default to 1). Once met, the probe is permanently uninstalled, ensuring zero residual overhead.

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Ready to Get Started?

Choose your path and have live production telemetry flowing in under 2 minutes.

Quickstart Guide

Set up the extension and Node/Java SDKs in 120 seconds.

AI MCP Server Setup

Connect your coding agent to live debugging tools.

Pillars of Safety

Pass your InfoSec review with our deep safety specifications.