What Latitude is
Latitude is an observability platform for teams running agents in production. It monitors how agents behave, supports evaluation of changes, and covers the prompt and evaluation operations around them, aimed at organisations maintaining agents month after month rather than shipping a demo.
What you can do with it
- Monitor agent runs and outcomes
- Evaluate changes before release
- Manage prompts and evaluation runs
- Locate the cause of failures
- Track improvement over time
Who it is for
- AI engineering teams
- Product teams maintaining agents
- Organisations with long-lived agent deployments
What to watch out for
- Monitoring only helps once you define mission-critical paths and failure samples
- Evaluation metrics need to reflect user outcomes rather than internal scores
- Logged conversations may contain customer data, so redaction and retention matter
- Adding observability adds cost per run, which should be modelled
Pros & cons
✓ What we like
- Built for long-term agent maintenance
- Monitoring and evaluation in one place
- Prompt operations included
! What to watch out for
- Requires defined failure cases
- Logged data needs governance
- Per-run cost to model
FAQ
How should I start?
Define critical tasks, failure samples and scoring rules for one agent, then watch whether the platform helps locate problems.
Is it only monitoring?
It also covers evaluation, prompts and the surrounding engineering workflow.
What governance is needed?
Redaction and retention for logged conversations.
Last reviewed: 2026-09-19
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