No Custom Adapter: AI SRE Agent AURA Debugs Product Catalog in Dash0

The platform shows you which service is failing and which paths it touches, and stops there. Point AURA at the same telemetry and the cause comes back too.

Learn more about AURA → https://www.mezmo.com/aura
Get started today → https://github.com/mezmo/aura
Get deployment help → https://www.mezmo.com/contact

Dash0 shows the product catalog service in a failed state across the selected window, with errors on the path from the frontend service.

The configuration is two sections. The MCP section connects AURA to Dash0's hosted MCP server, with the endpoint and the token read from environment variables so no credentials sit in the config file. The system prompt restricts AURA to read-only operations, and the Dash0 token bounds what the MCP server will permit. The model section uses AURA's OpenAI-compatible provider pointed at Baseten's API endpoint, running a DeepSeek model.

The prompt names the symptom area and supplies no root cause. AURA inspects the tools Dash0 exposes, works through the live telemetry, and returns an investigation report carrying the impact, the observed evidence, a likely cause, what remains uncertain, and next steps.

AURA reads and reports on this one. The system prompt holds it to read-only operations and the run ends with recommended next steps rather than an applied change.

No custom adapter was written for any of it. Dash0 exposed the live tools and the data through its hosted MCP server, Baseten handled the inference, and AURA coordinated the investigation. AURA is built for SREs who want the agent to run against the observability platform and the model provider they already have.

For more detail, visit
https://www.mezmo.com/videos/no-custom-adapter-ai-sre-agent-aura-debugs-in-dash0

Chapters

0:00 What this demo shows

0:26 The product catalog failure in Dash0

0:51 Connecting AURA to the Dash0 MCP server

1:14 Pointing the model section at Baseten

1:26 Asking AURA to investigate

2:06 The report, and what the run proves

#AISREAgent #Dash0MCP #OpenTelemetry