eve-framework observability vercel agent-debugging production-monitoring

Vercel adds observability dashboard for eve agents

Agent Runs tab in Vercel dashboard now surfaces trigger, duration, token usage, and per-step execution traces with dual views for developers and auditors.

Summary

Debugging agent failures moves from parsing function logs to correlated step-by-step execution traces. Dual modes (raw JSON for engineers, plain-English summaries for reviewers) reduce context switching between technical and non-technical stakeholders.

Why it matters

Implementation verdict

Replaces custom logging within eve projects for production monitoring. Requires no setup—automatically appears for all eve projects on Vercel. Retention limits (12 hours Hobby, 1 day Pro, 3 days Enterprise) demand Observability Plus upgrade for compliance-heavy workflows. Ready now if you're already on Vercel; consider data retention floor before adopting.

Sources

1.Agent Runs tab appears automatically for every eve project, surfacing trigger, duration, and token usage for each session at a glance
2.Drill into any run to inspect every turn, model call, and tool call in the conversation
3.Runtime errors that previously vanished into function logs now correlate to the failing step
4.Run data is encrypted by default
5.Teams using a custom OpenTelemetry backend can still export AI SDK spans from agent/instrumentation.ts to any destination, such as Braintrust or Datadog

Dev Signal

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