InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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Next Moca Releases Agent Definition Language as an Open Source Specification
Moca has open-sourced Agent Definition Language (ADL), a vendor-neutral specification intended to standardize how AI agents are defined, reviewed, and governed across frameworks and platforms. The project is released under the Apache 2.0 license and is positioned as a missing “definition layer” for AI agents, comparable to the role OpenAPI plays for APIs.
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Cloudflare Demonstrates Moltworker, Bringing Self-Hosted AI Agents to the Edge
Cloudflare has introduced Moltworker, an open-source solution for running Moltbot—a self-hosted personal AI agent—on its Developer Platform, eliminating the need for local hardware, such as Mac minis. Rebranded from Clawdbot, Moltbot serves as a personal assistant in chat applications, integrating with AI models, browsers, and third-party tools while maintaining user control.
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Google Supercharges Gemini 3 Flash with Agentic Vision
Google has added agentic vision to Gemini 3 Flash, combining visual reasoning with code execution to "ground answers in visual evidence". According to Google, this not only improves accuracy, but more importantly unlocks entirely new AI-driven behaviors.
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Conductor Quantum Introduces Coda, a Natural Language Interface for Quantum Computing
Conductor Quantum has announced Coda, a natural language interface for running quantum programs on real quantum hardware. The system is positioned as a software layer that translates high-level user intent into executable quantum circuits.
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OpenCode: an Open-source AI Coding Agent Competing with Claude Code and Copilot
Open-source AI coding tool OpenCode features a native terminal-based UI, multi-session support, and compatibility with over 75 models, including Claude, OpenAI, Gemini, and local models. In addition to its CLI tool, OpenCode is also available as a desktop app and and an IDE extension for VS Code, Cursor, and other tools.
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Vercel Introduces Skills.sh, an Open Ecosystem for Agent Commands
Vercel has released Skills.sh, an open-source tool designed to provide AI agents with a standardized way to execute reusable actions, or skills, through the command line.
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Agent Trace: Cursor Proposes an Open Specification for AI Code Attribution
Cursor has published Agent Trace, a draft open specification aimed at standardizing how AI-generated code is attributed in software projects. Released as a Request for Comments (RFC), the proposal defines a vendor-neutral format for recording AI contributions alongside human authorship in version-controlled codebases.
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OpenAI Begins Article Series on Codex CLI Internals
OpenAI recently published the first in a series of articles detailing the design and functionality of their Codex software development agent. The inaugural post highlights the internals of the Codex harness, the core component in the Codex CLI.
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MongoDB Introduces Embedding and Reranking API on Atlas
MongoDB has recently announced the public preview of its Embedding and Reranking API on MongoDB Atlas. The new API gives developers direct access to Voyage AI’s search models within the managed cloud database, enabling them to create features such as semantic search and AI-powered assistants within a single integrated environment, with consolidated monitoring and billing.
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Daggr Introduced as an Open-Source Python Library for Inspectable AI Workflows
The Gradio team has released Daggr, a new open-source Python library designed to simplify the construction and debugging of multi-step AI workflows. Daggr allows developers to define workflows programmatically in Python while automatically generating a visual canvas that exposes intermediate states, inputs, and outputs for each step in the pipeline.
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Open Responses Specification Enables Unified Agentic LLM Workflows
OpenAI's Open Responses standardizes agentic AI workflows, tackling API fragmentation and enabling seamless transitions between proprietary and open-source models. Supported by partners like Hugging Face and Vercel, this specification enhances reasoning visibility and tool execution, streamlining complex workflows and boosting productivity for developers. Empower your AI integration today!
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OpenAI Launches Prism, a Free LaTeX-Native Workspace with Integrated GPT-5.2
OpenAI has released Prism, a free, cloud-based LaTeX workspace designed for academic writing and collaboration, with GPT-5.2 integrated directly into the authoring environment. The platform combines document editing, compilation, citation management, and AI-assisted revision in a single web-based workspace, aimed at researchers producing long-form scientific documents.
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OpenEverest: Open Source Platform for Database Automation
Percona recently announced OpenEverest, an open-source platform for automated database provisioning and management that supports multiple database technologies. Launched initially as Percona Everest, OpenEverest can be hosted on any Kubernetes infrastructure, in the cloud, or on-premises.
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Anthropic Releases Updated Constitution for Claude
Anthropic has published an updated constitution for Claude, its AI assistant, providing a structured framework that guides behavior, reasoning, and training. The constitution combines explicit principles with contextual guidance, making it a practical tool for improving alignment, safety, and reliability in real-world interactions.
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Google DeepMind Introduces ATLAS Scaling Laws for Multilingual Language Models
Google DeepMind researchers have introduced ATLAS, a set of scaling laws for multilingual language models that formalize how model size, training data volume, and language mixtures interact as the number of supported languages increases.