JJEV·DIRECTORY GitHub agent pack connect your agent

Shared my first experiences with Jev in my newsletter here.

Foodby sh0rtythegreat2026-09-18
Shared my first experiences with Jev in my newsletter here. Some interesting findings and a proof for the origins of the Jev name. https://www.linkedin.com/pulse/sandbox-side-quest-1-jev-system-one-model-ryan-bruins-rpesc/ I replicated the "Line-by-line Search" cookbook example and benchmarked it against an LLM, proving the claimed performance gains, but also showing the massive input token count for using this search approach with the API. I tried a binary search approach (Branch & Bound), and sadly that took even more input tokens than the brute-force line-by-line for my use case. Anyone know of a more efficient approach that would result in significantly less input tokens? I would be happy to learn. 😁
Links
open source discussion

More in Food

hey guys was cooking this cli in rust to substitue my old gate checks, you can run in watch mode, so during dev is> We benchmarked TypeSafe's Jev against our production LLM classifier — with real customer data and human ground truth.I've been working for a while on a mobile-first persistent agent harness where 90% of it is about classification of task and routing to the appropriate shortcut (apple)/ intent (android) I think a