DEV Community

#jev

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
Benchmarking Jev: what a decision model can (and can't) do in an agent harness

Benchmarking Jev: what a decision model can (and can't) do in an agent harness

Comments
8 min read
I Rebuilt Jev's Structure with Qwen (Not Its Capabilities)

I Rebuilt Jev's Structure with Qwen (Not Its Capabilities)

Comments
9 min read
Jev vs a 310M encoder I trained myself: 750 rows, three tasks, two different winners

Jev vs a 310M encoder I trained myself: 750 rows, three tasks, two different winners

Comments
10 min read
Fixing Jev Decision Model AI Agent Overrides: A Flutter/Node.js Blueprint

Fixing Jev Decision Model AI Agent Overrides: A Flutter/Node.js Blueprint

Comments
8 min read
I got Jev to zero mistakes. I'm still using Flash-Lite.

Real production benchmarks comparing costs

I got Jev to zero mistakes. I'm still using Flash-Lite.

48
Picked as gem Comments 18
11 min read
Searching for Better Game Recommendations with Jev

Searching for Better Game Recommendations with Jev

Comments
8 min read
I let an LLM judge inside Python's if statements, then ran Ansible's own tests on it

I let an LLM judge inside Python's if statements, then ran Ansible's own tests on it

Comments
6 min read
Your certificate inventory is exact. Your tickets are not.

Your certificate inventory is exact. Your tickets are not.

1
Comments
6 min read
Your AI judge says 98% confident. Does it mean it?

Your AI judge says 98% confident. Does it mean it?

Comments
2 min read
Jev and the Classification Problem Hiding in Your LLM Bill

Jev and the Classification Problem Hiding in Your LLM Bill

Comments
8 min read
Five Things Developers Are Actually Building With JEV (And Why It Matters)

Five Things Developers Are Actually Building With JEV (And Why It Matters)

Comments
3 min read
TypeSafe’s JEV Model: Is It Really 193x Faster and 444x Cheaper?

TypeSafe’s JEV Model: Is It Really 193x Faster and 444x Cheaper?

2
Comments 1
6 min read
Jev: one judgment call, or twelve dimension scores? I measured both on three classification tasks

Jev: one judgment call, or twelve dimension scores? I measured both on three classification tasks

Comments
9 min read
LLMs Write. JEV Decides. And That Changes Everything.

LLMs Write. JEV Decides. And That Changes Everything.

Comments
2 min read
AI Can Generate Paragraphs. But What If You Just Need a Decision? Meet Jev

AI Can Generate Paragraphs. But What If You Just Need a Decision? Meet Jev

11
Comments 1
3 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.