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Strategic Advisory: Humanloop Shut Down Sept 2025
Migration Protocol
Core/Infrastructural Comparison
Shut down: September 2025
Last Verified: April 10, 2026

Humanloop Migration Guide

The professional framework for transitioning your prompt architecture from legacy Humanloop environments to the Prompt Optimizer professional SDK.

$0 / $19
Pricing
Free / Pro per month
11
Assertion Types
Deterministic + LLM-graded
Runtime API
Delivery
No redeploy
Built in
Versioning
History + rollback

Technical Specification

Head-to-head architectural analysis.

MetricPrompt Optimizer SDKHumanloop Legacy
Operational StatusActive DevelopmentShut down (Sept 2025)
Data ResidencyCloud + Local SDKCloud Only
IDE IntegrationNative (Claude/Cursor)Manual Config
Protocol SupportMCP (Universal)Proprietary API
Processing RulesDeterministic rules engineHeuristic Only
Price Point$19/mo$100+/mo
Migration ToolingAutomated JSON ImportManual Migration

Migration Protocol

01

Asset Extraction

Initiate mass export of prompt templates and historical evaluations from Humanloop before the metadata purge.

Export JSON Repositories
Backup Historical Scores
Catalog Version History
02

Secure Onboarding

Initialize your professional workspace and deploy your secure API keys.

Initialize Workspace
03

Schema Synthesis

Inject legacy Humanloop payloads into the new Prompt Optimizer relational library.

Map JSON Fields
Validate Logic Hooks
Check Protocol Compliance

Secure Your Infrastructure

Humanloop is gone. Move your prompts to an actively maintained platform today.