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.
For developers, SREs and teams on call.
Evidence from the running app
Error: DATABASE_URL is not configured
Logs and deployment configuration point to a missing environment secret.
Proposed change
Reference the stored credential in the application's environment. Review the change before the next deployment.
Why it matters
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.
How it works
An investigation grounded in the system that is actually running.
- 01
Find the affected workload
Start with the deployment, alert or failed operation and its current state.
- 02
Gather the evidence
Inspect pod logs, events, resource relationships and relevant metrics.
- 03
Ask for a proposed fix
Let an agent investigate with scoped tools and explain the evidence behind its recommendation.
- 04
Verify recovery
Review gated actions, follow the operation and check the application after the change.
What it runs on
Workload state, operations, logs and metrics in one environment.
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.
Related use cases
An AI platform engineer, clear access and delivery you can follow.
An AI platform engineer
Agents that investigate, propose the fix and act only within the boundaries you choose.
Engineering teams and agent builders
Self-service with control
A shared operating platform with explicit responsibility.
Platform teams, engineering leaders and security teams
Application delivery & CI/CD
A delivery workflow with the evidence to investigate what happened.
Developers, release engineers and platform teams
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.
First 30 vCPU of platform usage included. Try it without a card; a card unlocks full access and €59 of credit.
From something you built to something people use.
- Deploy from your repository
- Run on infrastructure you choose
- Operate with your team and agents