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Jev AI decision engine analyzing a support ticket and routing it to billing, technical, or sales with fast, predefined decisions.

Jev AI decision engine analyzing a support ticket and routing it to billing, technical, or sales with fast, predefined decisions.

Jev : The AI That Decides in 0.4 Seconds for $0.0004 — And Why Your Chatbot Never Could

Jev makes business decisions in 0.4 seconds for $0.0004 — 440x cheaper than Claude Opus 5. Real use cases across support, finance, security and AI governance.

Sep 2213 min read

The loop engineering cycle: five stages — discover, assign, verify, persist, and decide next — arranged in a circle around a central "The Loop," running on a schedule.

The loop engineering cycle: five stages — discover, assign, verify, persist, and decide next — arranged in a circle around a central "The Loop," running on a schedule.

Loop Engineering

Loop engineering is the shift from prompting AI coding agents turn-by-turn to designing the system that prompts them for you. Here's how the new meta works.

Jun 1010 min read

Gemini 3.1 Pro AI interface showcasing advanced reasoning capabilities

Gemini 3.1 Pro AI interface showcasing advanced reasoning capabilities

Gemini 3.1 Pro Revolutionizes AI: Exploring Google’s Latest Breakthrough in Complex Problem Solving

Google just released Gemini 3.1 Pro — and the numbers speak for themselves. Scoring 77.1% on ARC-AGI-2, more than double the reasoning performance of its predecessor, this isn't an incremental update. It's a generational jump. From building live aerospace dashboards to translating literary themes into functional web design, 3.1 Pro is built for the kind of problems where a simple answer isn't enough.

Feb 193 min read

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