All use cases

Investigate production incidents

From an unhealthy service to an informed next step.

Give your team and its agents the logs, events and resource state needed to investigate a running application.

Start with AnkraRead the guide

For developers, sres and teams on call

The work to take off your team

The hardest part of a failure is often gathering enough context to understand it.

Ankra brings workload state, recent operations, logs and metrics into the same environment. Agents can use that evidence to explain likely causes and propose a change through the tools and permissions you allow.

With Ankra

An investigation grounded in the system that is actually running.

Find the affected workloadGather the evidenceAsk for a proposed fixVerify recovery

A practical path

How this works with Ankra.

  1. 01

    Find the affected workload

    Start with the deployment, alert or failed operation and its current state.

  2. 02

    Gather the evidence

    Inspect pod logs, events, resource relationships and relevant metrics.

  3. 03

    Ask for a proposed fix

    Let an agent investigate with scoped tools and explain the evidence behind its recommendation.

  4. 04

    Verify recovery

    Review gated actions, follow the operation and check the application after the change.

Follow the product guide

The platform behind the workflow

The pieces, already connected.

Live troubleshooting

Investigate a failed build, crash loop or unhealthy service using its logs, events, manifests and resource state.

Metrics, logs & health

Understand the application and the cluster underneath it, with resource views, metrics and logging integrations.

Alerts & notification routing

Send the right platform events to the right team, filtered by cluster, severity and notification kind.

What comes next?

Keep building from here.

Operate & protect

An AI platform engineer

Put live infrastructure context, permissions and execution tools behind your AI workflows.

Operate & protect

Self-service with control

Give developers and agents useful access while retaining ownership of permissions, configuration and changes.

Build & ship

Application delivery & CI/CD

Bring testing, builds, security scans, images and deployment into one delivery workflow.

Your next chapter

You built it.
Let’s get it live.

Give your application a path to production.
Give your team a simpler way to run it.

Get your app live Try a playground

First 30 vCPU of platform usage included.
No credit card required.

From something you built
to something people use.

  • Deploy from your repository
  • Run on infrastructure you choose
  • Operate with your team and agents