Prompt Management

Stop Hardcoding Prompts.Start Managing Them.

Version, test, and promote prompts without redeploying your application. Built on Scout's OpenTelemetry data lake for closed-loop observability.

Scope prompt management interface
LLM Engineering Platform

From Draft to Production

A single place to version, test, and promote prompts, with full observability at every step.

Trace Integration

End-to-end
observability

Every prompt execution records as an OpenTelemetry span in Scout. Correlate prompt versions with latency, cost, and output quality.

Scout integrated
OpenTelemetry native
Version-tagged spans
Cost and latency tracking

Version Control

Immutable
versions

Track every change with immutable versions. Promote tested versions to production and roll back in seconds, no redeployment needed.

No redeploy needed
Immutable version history
Atomic promotion
Instant rollback

Golden Set Testing

Regression
testing

Build test datasets from real production failures. Run every prompt version against your golden set before it reaches users.

From real failures
Production trace sourced
Automated regression
Pre-deploy validation

Provider Management

Zero-deploy
model switching

Switch between OpenAI, Anthropic, Google, AWS Bedrock, and more without code changes. Centralized credentials, instant swaps.

Instant swap
Multi-provider support
Centralized credentials
No code changes
Team Access

Built for Your Whole Team

Give product and business teams the ability to manage prompts without waiting on engineering.

SDK Access

Runtime
prompt fetching

Integrate once with a lightweight SDK. Your application always uses the latest promoted version, no redeployment required.

Integrate once
One-time integration
Automatic version sync
Cache with TTL refresh

Centralized Workspace

Shared
prompt workspace

Create and organize prompts in a shared workspace. Product managers and domain experts iterate on prompts without engineering support.

No engineering needed
Shared prompt library
Role-based access
No code required

Ready to manage your prompts?