Manage and Deploy LLM Prompts with Datadog
Datadog, Monday, November 2nd, 2026
Datadog's Prompt Management in Agent Observability lets teams version, deploy and monitor LLM prompts independently of application releases.
Datadog says teams often manage LLM prompts in application code, notebooks or config files, which ties prompt changes to releases and obscures which version runs where.
Prompt Management in Datadog Agent Observability provides a centralized registry to create, version, deploy and retrieve prompts, each with a stable Prompt ID and version history.
It works with Prompt Tracking to connect prompt versions to the LLM calls that use them, so teams can relate changes to quality, latency and cost.
Prompts already captured by Prompt Tracking can be registered for management, and previous versions are preserved for comparison and rollback.