Horizons

Open-source agent execution

The OSS runtime for ultra-long-running agent workflows, powered by Synth continual learning.

Self-host or host with Synth. Structured context, credential management, and optimization built in.

Get StartedView Docs

Context Pipelines

Configurable context refresh pipelines

Define connectors that pull, deduplicate, and refresh context on a schedule. Your agents always have up-to-date knowledge without manual wiring.

  • - Connectors with built-in dedup and incremental sync
  • - Shared context entities queryable across agents
  • - Scheduled refresh or event-driven pipelines
View SourceArchitecture Docs

Optimization

Agents that get better over time

Horizons integrates with Synth's GEPA and MIPRO engines. Continual learning in prod, batch training in dev.

  • - Integrates with continual learning pipeline
  • - Agent memory and context workflows
  • - Measurable improvement with traces and artifacts
Continual LearningOffline Optimization

Get Started

Build self-driven software with Horizons.

Open source. Self-hostable. Backed by Synth's optimization engine.

View on GitHubBook Demo