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Latitude

Latitude traces your agent in production, finds failures and dispatches a coding agent to fix them.

Checked 3 Oct 2026 Reviewed by Alex Listed since August 2024

Screenshot of Latitude

At a glance

Starts at $99 per month Price from the vendor's pricing page, September 2026.
Free tier No
Platforms Web, API
Best for AI teams building self-healing agents
Not for Teams needing complex UI for monitoring

3.9 out of 5

Scored by Alex after real use

Our verdict

Latitude excels at making AI agents self-healing by tracing issues and dispatching fixes. It suits teams scaling large AI systems but may be overkill for simpler projects.

✓What it does well

Self-healingLatitude dispatches coding agents to fix issues automatically.
Signal groupingRecurring failures are grouped and prioritized for easier triage.
Open-sourceReleased under the MIT license, allowing free use and modification.

✕Where it falls short

Complex issue resolutionDoes not fully resolve complex issues; requires manual intervention for certain scenarios.
Limited UI accessNo in-depth graphical interface for detailed monitoring and management.
Custom signal configuration requiredSetting up custom signals can be complex and time-consuming.

Key features

OTel compatibilityDrop in the SDK or point your existing Open Telemetry pipeline at Latitude.
Human annotationsAllows inline feedback on traces for structured signal creation.
Advanced filteringCombines semantic search, exact text, and metadata filters for precise results.
Custom SignalsAllows defining specific failure modes.

Questions about Latitude

What does Latitude do?

Latitude traces AI agents in production, finds failures and dispatches a coding agent to fix them. It groups and prioritizes recurring failures for easier triage, lets teams add human annotations on traces, and combines semantic search, exact text and metadata filters to find results.

How much does Latitude cost?

Latitude starts at $99 per month, based on the vendor's pricing page in September 2026, and there is no free tier. Toolio lists it as best for AI teams building self-healing agents, and the reviewer says it may be overkill for simpler projects.

Does Latitude work with OpenTelemetry?

Latitude is OTel compatible, so teams can drop in its SDK or point an existing Open Telemetry pipeline at it. It runs on the web and through an API, and it lets teams define custom signals for specific failure modes.

What are the limitations of Latitude?

The reviewer says Latitude does not fully resolve complex issues, which still need manual intervention in certain scenarios. It has no in-depth graphical interface for detailed monitoring, and setting up custom signals can be complex and time-consuming.

How does Toolio rate Latitude?

Alex scored Latitude 3.9 out of 5 on 3 Oct 2026, saying it excels at making AI agents self-healing and suits teams scaling large AI systems. It is not for teams needing a complex UI for monitoring. Toolio lists Parabola, CloudResearch, Label Studio and Tawny AI as alternatives.

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