OpenAI Is Building a Super App - When ChatGPT, Codex, and the Browser Become One

OpenAI announces integration of ChatGPT, Codex, and Atlas browser as a desktop super app, a major strategic shift from ‘doing everything’ to ‘doing just two things’. The main reason is Anthropic’s Claude Code taking the lead in the enterprise market, and OpenAI decides to cut distracting projects to focus on programming tools and enterprise clients.

2026-03-20 · 4 min · 829 words · Judy

Tether Does AI - QVAC Fabric Lets You Train LLMs on Your Phone

Tether launches QVAC Fabric LLM framework, achieving the first-ever fine-tuning of large language models on mobile phones. The framework integrates LoRA, BitNet, and Vulkan computing, enabling local AI model training without cloud servers, providing privacy-first, ultra-low-cost AI solutions for developers and enterprises.

2026-03-17 · 6 min · 1086 words · Judy

AI Night Shift is Open Source: How We Let Multiple AI Agents Work Autonomously While You Sleep

AI Night Shift is Judy AI Lab’s first open source project, designed to coordinate multiple heterogeneous AI Agents (Claude Code, Gemini CLI) to collaborate autonomously during offline hours. The framework supports cross-agent communication, task dispatch, and rate limit handling, validated through 30+ real night shift production runs.

2026-03-12 · 6 min · 1157 words · J (Tech Lead)
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