All published AI news and analysis.

Kasetto is a new AI agent environment manager written in Rust, offering declarative configuration for skills, commands, and agents. It supports multi-agent compatibility and integrates with various secret management solutions.

JetBrains has announced Mellum2, a 12 billion parameter Mixture-of-Experts (MoE) model. This release follows their previous Mellum model and is available on Hugging Face.

LazyCodex has released version v0.2.1, integrating the OmO agent harness for complex codebases within Codex. This integration aims to provide project memory, planning, execution, and verified completion capabilities for developers using Codex.

Researchers have introduced SOCO, a new benchmark designed to systematically evaluate semantic object correspondence in vision foundation models. SOCO addresses limitations in existing evaluation protocols by providing a taxonomy of correspondence types and over one million functionally meaningful keypoint annotations across 100 categories, including language descriptions for multimodal model evaluation.

NVIDIA has released Cosmos 3, an open omni-model designed for physical AI reasoning and action. This unified model integrates world generation, physical reasoning, and action generation into a single architecture, eliminating the need for multiple specialized models.

Herdr, a new terminal-based agent multiplexer, has been released. It allows AI agents to run within the terminal, offering features like detaching without stopping work and managing multiple machines from a single window.

Kandev is an open-source, self-hostable AI Kanban and development environment designed to orchestrate multiple AI agents, manage tasks, review code changes, and facilitate pull requests. It supports various AI providers and offers an integrated workspace with no telemetry.

The wisedev-code/MaIN.NET project has released version 0.10.13 of its NuGet package. This package aims to integrate Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and AI agents as core components within .NET applications.

DreamGraph has released version 13.2.0, introducing "Continuation Boundaries" to make CLI adapters continuation-envelope agnostic and ensure autonomous Architect execution continues until completion or blockage. This update maintains existing guarantees for native API continuation, additive scans, timeouts, cancellations, audits, and MCP transport.

Autopus-ADK is a new framework designed to orchestrate multiple AI agents for coding tasks, offering multi-model coordination through consensus, pipelines, debate, or fastest response mechanisms. It emphasizes an "Architecture-as-Code" approach with decision tracking and a SPEC/EARS engine to improve agent collaboration and code quality.