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DigitalOcean Launches Signals for AI Agent Observability

DigitalOcean released Signals in Public Preview to turn production AI conversations into structured behavioral signals.

DigitalOcean Launches Signals for AI Agent Observability. Source: DigitalOcean

DigitalOcean released Signals in Public Preview on October 23, 2026. The new tool monitors production conversations on DigitalOcean Managed Agents and Inference Engines to generate structured behavioral signals.

Behavioral Monitoring Layers

DigitalOcean announced that Signals watches production conversations with consent and turns them into structured behavioral signals. The platform evaluates interactions across three layers including interaction, execution, and environment.

According to DigitalOcean, Signals detects 25 signal types across seven categories. Every signal points to the exact step in the conversation that produced it.

System Requirements and Setup

DigitalOcean stated that Signals is off by default and can be enabled per environment. Users require doctl 1.181.0 or later and a token with the signals:query and signals:update scopes.

To enable Signals from the command line, users can run doctl signals consent set with the specified agent ID and enabled status. Alternatively, it can be activated in the Control Panel by opening the Signals tab on the Harness Runtime page.

What to do

  • Enable Signals for an environment by opening the Signals tab on the Harness Runtime page in the Control Panel, selecting the environment, and switching the toggle on, or run the command line instruction doctl signals consent set –agent-id <agent-id> –enabled=true.
Key facts and where they come from
  • DigitalOcean Signals is available in Public Preview.
    DigitalOcean Signals, now in Public Preview, watches production conversations on DigitalOcean Managed Agents
  • Signals detects 25 signal types grouped into three layers.
    Signals detects 25 signal types in seven categories, grouped into three layers.
  • Using Signals requires doctl 1.181.0 or later and specific token scopes.
    You’ll need doctl 1.181.0 or later and a token with the signals:query and signals:update scopes

Read the original from DigitalOcean →

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