STARFlow：拡散モデルに代わる Apple の正規化フロー

Nous Research is an open-source AI research lab and developer ecosystem behind Hermes models, Hermes Agent, Nous Portal, and reinforcement-learning infrastructure. For developers, its most relevant products are the open-source Hermes Agent and the multi-model Nous Portal.

TypeSafe AI provides Jev, a machine-oriented AI model for fast typed decisions rather than free-form text generation. Developers send application state plus structured questions and receive probabilities, confidence signals, and values that can be used directly in code.

Jev is TypeSafe AI’s first System One model, built for software decisions rather than open-ended text generation. It turns application state into typed probabilistic judgments that developers can use for routing, scoring, verification, and automation.

A Pi Coding Agent extension that uses TypeSafe Jev as a semantic decision layer for risky tool calls, command-output interpretation, and typed machine-readable judgments.

Codédex is a gamified, browser-based coding learning platform that combines interactive programming lessons, hands-on projects, an in-browser editor, and the Lumi AI coding companion. It is designed primarily for people learning to code rather than developers looking for a production AI IDE.

Follow and control coding-agent sessions on your own computer from an iPhone or iPad. Tactic Remote lets you inspect output, review files, and respond when an agent needs input.