#beta testing
119 related articles
·7 min
GPT-5.6 Hands-On: A Complete Breakdown of the Three New Models — Soul, Terra, and Luna
OpenAI unveils the GPT-5.6 family — Soul, Terra, and Luna. Flagship Soul offers a 500K-token context and built a Pokémon RPG in 31 minutes. Plus Fable 5, GLM 5.5, and Grok 4.5 updates.
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·2 min
Unsloth v0.1.461-beta: Fix for Local GGUF Vision Model Loading
Unsloth v0.1.461-beta fixes local GGUF vision model loading on llama-server in Studio, adds variant directory companion file lookup for stable multimodal deployment.
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·1 min
Unsloth v0.1.47-beta Released: 2x Faster LLM Fine-Tuning with 70% Less VRAM
Unsloth v0.1.47-beta is out. This 67.9k-star open-source framework fine-tunes Llama, Mistral, and Qwen 2x faster with 70% less VRAM on consumer GPUs.
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·5 min
Cursor Reshapes AI Programming: Cloud Agents, the Origin Platform, and a Custom-Built Foundation Model
Cursor launches three major products: cloud agents on mobile, Origin — an agent-native Git platform challenging GitHub, and a custom foundation model with 10-20x compute. AI coding enters the Agent-First era.
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·2 min
Google Finance Official Launch: AI Q&A + New Android App
Google Finance officially exits Beta with a new Android app and AI-powered natural language Q&A. A deep dive into the upgrade's highlights and competitive impact.
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·3 min
Coze Beginner's Guide: A Complete Guide to Building AI Agents Without Code
Learn how to use Coze (扣子) by ByteDance: build AI agents and apps with zero coding using drag-and-drop. Compare domestic vs. international versions, Bot vs. App formats.
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·4 min
Getting Started with Software Testing: A Complete Guide to Core Concepts and Classification Systems
A comprehensive guide to software testing fundamentals covering definitions, purposes, classification by phase, technique, and method, plus core concepts like smoke testing and regression testing.
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·4 min
Cursor's Three Major Announcements: Mobile App, Git Platform, and In-House Frontier Model
Cursor unveils three major updates: Cursor Mobile, Origin platform challenging GitHub, and a frontier in-house LLM trained from scratch. A deep dive into Cursor's strategy.
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Sakana AI Launches Marlin: An AI Agent…
·3 min
Sakana AI Launches Marlin: An AI Agent That Autonomously Completes Strategic Research in 8 Hours
Sakana AI launches Marlin, its first commercial product — an autonomous strategic research assistant that completes deep research in 8 hours, targeting finance, consulting, and think tanks.
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·3 min
Android Developers Can Build XR Experiences Without Hardware: A Complete Toolchain Guide
Google's new XR toolchain lets Android developers preview, test, and build XR experiences in Android Studio without any XR hardware. Learn about Compose Glimmer, 3D emulator, and more.
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·3 min
Claude Generates 10 Web Games from One-Line Prompts: Zero-Code AI Programming in Action
Use Claude Code to generate 10 web games like 2048, Gomoku, and Tetris from one-line prompts — zero manual coding. A full walkthrough of AI programming in practice.
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·3 min
OpenAI Codex Fully Autonomous Programming: A Complete Record of Building a WeChat Pay Membership Mini Program from Scratch
A detailed record of using OpenAI Codex's Goal Coding mode to autonomously build a full WeChat Pay membership mini program from scratch, covering architecture, pitfalls, and cost analysis.
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·3 min
Complete Guide to the Coze Platform: Build AI Agents with Zero Code
A deep dive into ByteDance's Coze platform: zero-code AI agent development, China vs. international editions, use cases, and how non-technical users can quickly build AI applications.
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·3 min
HarmonyOS 7 Developer Beta Launches: A Deep Dive into System-Level Transformation for the Agent Era
HarmonyOS 7 developer Beta launches, claiming to be the world's first AI-native OS. Deep analysis of Xiaoyi Agent, StarShield security, Galaxy Interconnect, and the OS AI competition landscape.
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·3 min
Huawei HDC Deep Dive: Pangu 2.0 Goes Open Source and HarmonyOS 7 Agents Reshape the Mobile AI Ecosystem
Huawei HDC unveils Pangu 2.0 full open source and HarmonyOS 7 system-level Agent capabilities. Deep analysis of sparse architecture efficiency, on-device 30B models, and the Agent gateway battle.
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·2 min
Apple Deprecates ImageCreator Class: Complete Migration Guide and Impact Analysis
Apple is deprecating the ImageCreator class in iOS 27. Developers must migrate to Image Playground Sheet or third-party services. Full breakdown of impact, migration options, and Apple's AI strategy shift.
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·2 min
Comprehensive Review of Mainstream AI Coding Tools: Why Cursor Remains the Best Choice
Comparing Cursor, Claude Code, Codex, Windsurf, Kiro and other AI coding tools across learning cost, setup difficulty, and network accessibility, plus a practical multi-model API proxy setup guide.
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·1 min
Apple iOS Opens Third-Party AI Chatbot Switching Feature
Apple's latest iOS developer beta reveals Siri will support third-party AI chatbot switching, letting users freely choose between ChatGPT, Gemini, and other AI services via a dropdown menu.
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·4 min
Complete Guide to Coze Platform: Building AI Agents Without Code
In-depth guide to ByteDance's Coze AI platform: core advantages, domestic vs. international versions, agent and app development modes explained for building AI agents without code.
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·1 min
iOS 27 Beta Code Reveals Hidden Feature Already Fully Enabled in Internal Builds
iOS 27 Beta code reveals hidden feature clues, with a leaker claiming the feature is fully enabled in Apple's internal builds. A deep dive into the technical traces, Feature Flags, and developer implications.
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