Expanded integrations and knowledge graph refresh

Most companies nowadays face challenges with infrastructure complexity and tool sprawl, particularly when it comes to incident response. When on-call engineers get alerted about a production issue, it can often be difficult to pinpoint where the issue originated and how to resolve it. To help with these problems, we’ve launched several new integrations as well as a refresh of Aptible AI’s knowledge graph capabilities.

New and improved integrations

• Datadog, CloudWatch, and beyond: We’ve built out specialized connectors for these observability platforms, letting you import key metrics and logs in near-real-time.

• Custom resource support: For teams with unique internal systems, we now support modeling custom resources in the knowledge graph. This means you can attach your homegrown monitoring data or script outputs directly to the same dashboards you use for commercial tooling.
  
  

  

Knowledge graph refresh

• Periodic edge updates: We’ve deployed a background job that regularly refreshes resource relationships. If you add or remove a service or environment variable, the knowledge graph automatically reflects it.

• Deeper service context: We now annotate edges with relationship metadata metadata to help the AI better understand how your services connect—and highlight those connections in your diagnostic dashboards.