
Jev as a Risk Gate for AI Agents Touching Prod
An AI agent runs dozens of commands in a session. Most of them are boring: read a file, run the tests, grep for a symbol. A few are not. The one that …

An AI agent runs dozens of commands in a session. Most of them are boring: read a file, run the tests, grep for a symbol. A few are not. The one that …

Most AI coding benchmarks measure things working developers rarely care about. They test whether a model can invert a binary tree or write an optimal …

AGI timing keeps getting pulled forward whenever people see another strong model release. It starts to feel like a countdown. That feeling might be …

Codex quota resets can create a high-capacity building window. That is worth noticing. It is not a promise of permanent access, unlimited usage, or …

Most AI agent talk starts wrong. Teams compare models before they can name job. Smartest, cheapest, fastest, then bolt one onto vague assistant. Great …

AI costs keep rising. Training is part of it, but inference costs are climbing too. Most companies are absorbing that spend or leaving engineers to …