Developers

Ship with confidence.

Validate deployments, check service health, understand your environment on your own terms. Clean production data and SRE-grade answers, right in your workflow.

Production context, right in your workflow. No context switching required.

Developers want to ship—but over half of debugging time goes to troubleshooting, sifting through dashboards to find context that should be instant. SREs are doing important work. The goal is to give developers the same answers, independently.

AURA gives you natural language access to your production systems. Mezmo ensures the data behind every answer is clean and relevant. Ask what broke. Get an answer—before the next PR review finishes.

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How it works

An SRE on demand. Clean data, always.

AURA and Mezmo solve different parts of the developer experience. Use one, or combine both.
AURA - SRE on demand

Deployment checks, RCA, health queries

Ask "how's my release?" or "what broke in the last deploy?" and get answers across logs, traces, and metrics—no dashboard, no ticket. Human-in-the-loop safety means agents ask before writing.

Mezmo - Active Telemetry

Log what you need. Pay for what you use.

Instrument everything. Mezmo filters and routes in-stream so you only pay for data that flows to high-cost destinations. Works with Datadog, Splunk, Elastic—no rip-and-replace.

AURA + Mezmo

Right question + right data = right answer

AURA connects you to production. Mezmo ensures the data behind each answer is curated and right-sized—not a firehose. Start with AURA free, add Mezmo when you're ready.

What you can ask

Production answers, right in your workflow.

AURA's ad hoc mode connects to your production systems and answers the questions developers ask most — in natural language, with full context.
Deployment
How's my release?

Health checks, error rate deltas, and latency changes vs. baseline—the moment your deploy lands. Know before you close the tab.

Debugging
What broke?

Root cause across logs, traces, and metrics—correlated and ranked. Fix the bug, not just the symptom.

Reliability
Where are we on SLOs?

Error budget status and burn rate—surfaced instantly, without a SLO dashboard or an SRE to explain it.

Mezmo · Data quality
Accurate answers, always

Mezmo curates exactly the right context for each AURA query. No hallucinations. No firehose. Just the right data, right-sized.

Key capabilities

Everything you need to ship faster and debug smarter

From instant deployment validation to budget-conscious logging — the capabilities that give developers SRE superpowers.
Deployment validation

Know if your release is healthy before you close the deploy tab.

Indentify root cause

Correlate signals across logs, traces, and metrics, automatically.

Service health queries

Check any service's status with a natural language question, any time.

Safe production access

Human-in-the-loop for writes. Ask questions freely, guardrails built in.

Log freely, pay smartly

Instrument everything. Mezmo routes only what matters to high-cost destinations.

SLO visibility

Error budget status before your SRE has to tell you it's running low.

Works with your stack

MCP-compatible. Integrates with existing tools, no rip-and-replace required.

Full SDLC coverage

From CI/CD pipeline checks to production monitoring—the whole lifecycle.

Explore more

Browse resources to learn more about how it works
Learn
Agentic AI: MCP & its impact on observability automation

Blog
AURA in practice: real-world use cases for production AI agent infrastructure
Guide
Mezmo MCP implementation guide

Blog
Why we open-sourced AURA: Infrastructure for production AI

SRE-grade answers. Right when you need them.

AURA is free and open-source—get started in under an hour. Natural language access to production, no dashboard required. Add Mezmo for clean, curated data your agents can trust.