CMU Researchers Open-Source Reef for Continuously Self-Improving Agents

CMU researchers open-sourced Reef, an infrastructure that turns inference into a learning loop: agents route their model requests through Reef's HTTP endpoints so they can continuously learn and self-improve from their own runtime experience.

2026-09-02 ~ 2026-09-02 · 3 related posts

• Reef: Open-Source Infra for Self-Improving Agents via Inference Signals — pliang279 · 2026-09-02
• Reef Open-Sourced: An Inference Server That Continually Learns and Self-Improves Your Agents — pliang279 · 2026-09-02

1 near-duplicate retellings: qinzytech