Metoro
Meet Guardian

Find and Fix Issues
FastAutomatically

Guardian autonomously detects issues, finds the exact broken line, and raises PRs to fix them. You decide what ships.

$no_demo_call --no-bs --try-now|
Simple Process

Deploy → Detect → Fix

Guardian works autonomously from day one

1

Deploy

One command installation. eBPF hooks directly into your kernel for complete visibility.

$ helm install metoro
2

Detect

AI continuously monitors your cluster, finding anomalies before they become incidents.

  • ▪No alerts to configure
  • ▪Learns your patterns automatically
3

Analyze

Combines telemetry with code analysis to find the exact root cause.

telemetry+code→root_cause
4

Fix

Generates targeted fixes and raises PRs. You review and merge when ready.

PR raised
→Your approval
demo.us-east.metoro.io/guardian

High Error Rate in API Gateway

api-gateway • production-us-east

Started 2 mins ago
AI INVESTIGATION PROCESS

The Secret: Bridging Telemetry and Code

Most tools only see half the picture. Guardian combines both for accurate RCA.

Runtime Telemetry

Shows what happened:

  • ▪Real-time metrics, logs, traces, profiling, events
  • ▪Performance patterns & anomalies
  • ▪Service dependencies & flows

Code Repository

Shows why it happened:

  • ▪Direct source code access
  • ▪Recent changes & patterns
  • ▪Generate targeted fixes

telemetry(what) + code(why) → AI → accurate_fixes()

For Reliability Teams

Some call it AI SRE.
We're specific: it's a reliability tool,
not a replacement.

✓

Guardian Will

  • →

    Automatically find issues in production

    Detects anomalies, performance degradations, and errors before they escalate

  • →

    Detect issues you don't even have monitors for

    Uncovers blind spots - can detect problems in areas you don't have alerts set up

  • →

    Root cause issues automatically

    Correlates telemetry, code changes, and system behavior to identify exact causes. Shows the evidence.

  • →

    Raise PRs to fix issues

    Generates code fixes based on root cause analysis and creates pull requests

  • →

    Investigates your alert fires

    When your alerts fire, Guardian investigates and provides root cause analysis

×

Guardian Won't

  • →

    Deploy a fix autonomously

    Every deployment requires your explicit approval and review

  • →

    Rollback without your permission

    All rollback decisions remain under your control

  • →

    Be vague with suggestions

    No generic "restart the pod" advice - provides specific, actionable fixes with evidence

  • →

    Replace your engineering team

    Guardian is a tool to increase your team's capabilities, not replace human judgment

Clear boundaries. No autonomous chaos. There is no 'vibe' in reliability.

Let's address the elephant in the room

We Know You're Skeptical

You've tried "AI-powered" tools. They failed. Here's why Guardian is different.

❌ OTHERS FAIL BECAUSE:

Third-party dependencies

Rate limits. Sampling. Incomplete data. AI analyzes fragments.

Manual instrumentation

Missing data. Wrong attributes. Can't instrument third-party code.

Messy, unstructured data

Unknown sources. No correlation. AI drowns in noise.

✓ GUARDIAN WORKS BECAUSE:

eBPF kernel access

Direct kernel reads. No middleman. See everything, always.

Auto-generated telemetry

Complete coverage from day one. Every service, every call.

AI-native structure

We generate the data and built AI around it. No noise, no gaps.

result:Accurate RCA, not educated guesses

Built on Trust

You maintain complete control over Guardian's actions and your data

Permission-Based Actions

Guardian acts as your teammate, not an autonomous agent. Every action requires your explicit approval.

  • •Review all suggested fixes before implementation
  • •Approve or reject pull requests
  • •Set boundaries for automated actions

Your AI, Your Way

Choose how Guardian processes your data - use our infrastructure or maintain complete control with your own.

  • •Bring your own AWS Bedrock keys
  • •Or use Metoro provided AI infrastructure for instant setup
  • •Seamless Slack notifications keep your team in the loop

Some Boring Technical Specs

Everything you need, built the right way

Guardian's Capabilities

Works Two Ways

Investigates your existing alerts when they fire OR autonomously finds issues before they impact users.

GitHub-Native Fixes

Deep GitHub integration - analyzes your code, creates context-aware PRs. You review and merge.

Everywhere You Work

Slack notifications for instant alerts. Plus PagerDuty, webhooks, email, and more integrations.

Learning System

Detects recurring issues. Learns from past fixes. Gets smarter over time.

Technical Foundation

eBPF kernel hooks

Direct kernel access. No agents. See every syscall and packet.

<0.1% overhead

Runs in kernel space. Negligible impact even at scale.

100% capture rate

No sampling. No gaps. Every request, error, and timeout captured.

OTLP native

OpenTelemetry compatible. Export anywhere. No vendor lock-in.

Try It. No Sales Calls. No BS.

Deploy in 1 minute. See actual root causes in your cluster.

Get Started For Free

SUPPORT

Frequently Asked Questions

Everything you need to know about the product and billing. Can't find the answer you're looking for? Ask us on our Slack Community.

Just 1 minute! Our installer automatically generates all the telemetry needed to cover your Kubernetes cluster end-to-end. No complex configuration, no manual setup - Guardian starts protecting your infrastructure immediately.

Guardian uses AI-powered issue detection mechanisms that analyze the structured telemetry data we automatically generate. It learns normal patterns in your cluster and detects anomalies and issues without requiring you to set up any alerts or have any prior observability configuration.

Yes! When connected to your code repository (like GitHub), Guardian can raise pull requests with fixes. It can also perform rollbacks and other remediation actions. However, we always request your permission before making any changes - Guardian acts as your teammate, not an autonomous agent.

No! You can use Metoro's AI infrastructure immediately. However, if you prefer, you can bring your own AWS Bedrock keys for complete control over your AI processing.

Guardian integrates with your existing workflow through Slack, PagerDuty, webhooks, and email. You'll be notified of new issues, recurring problems, and when Guardian has identified root causes and potential fixes.

Traditional monitoring requires extensive setup, alert configuration, and manual investigation. Guardian works out-of-the-box, automatically detects issues without predefined alerts, performs root cause analysis, and even suggests or implements fixes - all powered by AI that understands your specific infrastructure.