Automatic issue detection for AI agents

Automatic issue detection for AI agents

Trace your agent in production. Latitude finds the failures and writes the evals

Agents fail differently

They don't only crash. They hallucinate, lose context, call the wrong tool, and confidently return the wrong answer. You need more than logs to catch that.

Search through thousands of traces

Find the exact step where your agent went wrong. Filter by error type, model, user, time range.

Automatic failure clustering

Latitude groups similar failures into issues without you configuring anything. No rules, no regex.

Evals generated from real failures

Every discovered issue becomes a running eval. New traffic is tested against known failure modes automatically.

The anatomy of an issue

The anatomy of an issue

Monitor recurring failure modes effectively with issues

Project issues

4

1

Issues discovered automatically

Latitude creates potential issues from your traces automatically

Receive custom alerts

Get notified about new issues and escalations on your preferred channel

Hallucinating policy details

Hallucinating policy…

Pending review

47

NSFW Speech

NSFW

Monitoring

Regressing

561

User frustration

Escalating

1101

Monitor with evals

Create an eval from any issue, we will align it to your feedback and run continuously on your traffic

Take it even further with…

Golden datasets

Latitude automatically builds a golden dataset for each issue from your validated traces.

Latitude automatically builds a golden dataset for each issue from your validated traces.

Human signal

Latitude clusters feedback into failure modes you can turn into automated evals

Latitude clusters feedback into failure modes you can turn into automated evals

Latitude discovers, you validate

Issues discovered automatically

Latitude creates potential issues from your traces automatically — review and validate them.

Latitude creates potential issues from your traces automatically

Latitude creates potential issues from your traces automatically

Monitor with evals

Monitor with evals

Monitor with evals

Latitude creates potential issues from your traces automatically — review and validate them.

Get notified about new issues and escalations on your preferred channel

Create an eval from any issue, we will align it to your feedback and run continuously on your traffic

Receive custom alerts

Receive custom alerts

Latitude creates potential issues from your traces automatically — review and validate them.

Create an eval from any issue, we will align it to your feedback and run continuously on your traffic

Get notified about new issues and escalations on your preferred channel

Get started in minutes

Set up Latitude in your project and discover first issues in less than 5 minutes

Follow these instructions to setup Latitude telemetry in this repository: https://docs.latitude.so/telemetry/overview

FAQ

Asnwer to the most popular questions

What's the difference between LLM observability and regular logging?

Do I need observability if my LLM app is already working fine?

How is Latitude different from Langfuse or other observability tools?

How quickly can I see my first production traces?

What issues will observability actually help me catch?

We're already using OpenAI's dashboard. Why do I need more?

Once I can see issues, then what?

FAQ

Asnwer to the most popular questions

Start finding failures today

Find out why your AI agent is failing soon

Start finding failures today

Find out why your AI agent is failing soon

We're

GDPR

compliant

We're

GDPR

compliant

We're

GDPR

compliant