DigitalOcean Agent Learning Services
DigitalOcean's feedback loop for agents: Insights logs activity, Signals flags failures, Evaluations & Simulations tests fixes. Public preview.
Overview
DigitalOcean launched Agent Learning Services on October 12, 2026 in public preview. It has three parts: Insights records what an agent does, Signals identifies where it falls short, and Evaluations & Simulations tests changes before customers see them. It uses DigitalOcean Agent Data Services as its data layer, and an Inference Router optimizer is in separate private preview.
This is a sourced directory entry. Features and capabilities are reported in the linked sources; this entry does not document independent Aymorphic testing.
Key features
- Insights: logs and traces agent activity
- Signals: flags failures and shortcomings
- Evaluations & Simulations: tests a change before it reaches customers
- Backed by Agent Data Services as its data layer
- Public preview as of October 12, 2026
Use cases
- Finding failure patterns in production agent traces
- Regression-testing agent changes with simulations before release
Pricing
Public preview; pricing not published.
Pricing reflects the source record and may change. Confirm current terms with the provider.
Dates and sources
- Released
- 12 Oct 2026
- Record updated
- 15 Oct 2026
- Record last checked
- 15 Oct 2026