Deno Subhosting allows platforms to programmatically deploy and run untrusted user code at scale. A key challenge is observability across potentially hundreds of thousands of deployed apps. Deno Deploy addresses this with built-in OpenTelemetry support, automatically instrumenting console.log calls, incoming HTTP requests, and outbound fetches as traces and spans. Developers can also add custom OTel instrumentation using the standard @opentelemetry/api. To integrate with existing observability stacks, Deno Deploy supports an OTLP firehose — a configurable endpoint that streams all telemetry data to external platforms. A live demo shows configuring Honeycomb as the destination by setting the endpoint URL and an API key header in the Deno Deploy dashboard, after which traces and logs appear automatically in Honeycomb.

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