The Hallway Track

open-source-models

9 tracked signals on open-source-models.

Stop Rationing Tokens: Let the Harness Pick the Model — Kimchi by Cast AI

AI Engineer · Oct 02, 2026

Cast AI's Kimchi agent routes tasks to cheap open-source models to eliminate developer token rationing

“Our job is not to prohibit a developer from using an agent for coding. Our job is to make it so they can use it as much as they want, whenever they want, without any restrictions.”
Are Open Source Models Actually Ready for Production? | Spill The Tea

LangChain · Jun 13, 2026

Open source models still trail closed models on general agentic tasks but can outperform them once fine-tuned for a specific domain.

“because they're open and because you own the weights, you can actually fine-tune or RL them on your specific domain, which can actually make them perform better than those same closed models”