Reef Adds Tinker API Support: One-Line LoRA Config Brings Continual Learning to Agents
pliang279 · x · 2026-09-19
Open-source project Reef (3.6k stars on GitHub) now supports training via the Tinker API.
- LoRA continual learning unlocked by changing one line of config, no local GPU needed
- Workflow: collect agent feedback → train → publish versioned updates
- Reef is positioned as the first open-source infrastructure for continual self-improving agents, connecting inference, feedback, learning, and versioned delivery — training weights with Slime/SGLang or improving an agent's harness (prompts, rules, skills)
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