#paradigm shift
169 related articles
Industry Insights
Alibaba's $52B AI Investment: A Full-S…
·3 min
Alibaba's $52B AI Investment: A Full-Stack Cloud Infrastructure Upgrade for the Agent Era
Alibaba invests $52B in AI cloud infrastructure over 3 years. Bailian Platform hits 8B yuan ARR with 11 quarters of triple-digit AI revenue growth. Deep analysis of Alibaba Cloud's full-stack Agent upgrade strategy.
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Tutorials·3 min
oMLX + MTP + Qwen3.6: Local AI Coding Speed Breaks New Records
Using oMLX with MTP and Qwen3.6 35B on Apple Silicon Mac to achieve 86.7 tokens/s local coding speed, building a full-stack app in under 5 minutes.
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Expert Opinions
Karpathy's Epic Interview: In the Soft…
·2 min
Karpathy's Epic Interview: In the Software 3.0 Era, Understanding Is Humanity's Only Moat
OpenAI co-founder Karpathy explains the Software 3.0 paradigm revolution at AI Ascent: from Vibe Coding to Agentic Engineering, programming's essence is fundamentally shifting. When AI can refactor 100K-line codebases, understanding becomes humanity's ultimate moat.
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Product Reviews
Gemini Omni Video Generation In-Depth …
·4 min
Gemini Omni Video Generation In-Depth Review: Hands-On Comparison with Seedance 2.0
In-depth review of Google I/O's Gemini Omni video generation model, compared with Seedance 2.0 across fur texture, camera control, and sketch generation, plus key Gemini 3.5 and ecosystem updates.
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Expert Opinions
People Who Write Great Code Actually S…
·2 min
People Who Write Great Code Actually Struggle with AI? The Washing Machine Theory Reveals Why
Why do expert developers struggle to embrace AI programming? Through the Washing Machine Theory and imperative vs. declarative thinking, this article explores the mindset shift technical professionals face in the AI era.
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Tutorials
No Code Written: Launching a Personal …
·3 min
No Code Written: Launching a Personal Website in Two Hours with Gemini + Qoder
Build a website with zero coding! Learn how to use Gemini 3 for frontend code generation and Qoder for debugging and deployment to launch a personal site in two hours.
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Product Reviews
Five AI Models Tested for Game Develop…
·3 min
Five AI Models Tested for Game Development: Which Is Best for Zero-Experience Coding?
Testing DeepSeek R1, Claude Sonnet 3.7, ChatGPT o3 Mini, Grok 3, and Qwen for zero-experience Snake game development with custom ball-bouncing mechanics — a full comparison of AI coding ability.
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Deep Dives
CodeRAG Technical Deep Dive: Four Core…
·3 min
CodeRAG Technical Deep Dive: Four Core Components That Help AI Truly Understand Your Codebase
Deep dive into CodeRAG's four core technologies: vector similarity search, file system tools, Code Knowledge Graph (CKG), and DeepWiki — how they work together to help AI coding assistants truly understand enterprise codebases and eliminate hallucinations.
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Tutorials
Anthropic Engineer Shares Four Golden …
·2 min
Anthropic Engineer Shares Four Golden Rules for Vibe Coding
Anthropic's coding agent lead shares four core principles for Vibe Coding in production: be AI's product manager, use it at leaf nodes, focus on verifiability, and embrace exponential growth.
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Tutorials
Vibe Engineering in Practice: AI Evolv…
·3 min
Vibe Engineering in Practice: AI Evolves from Code Generator to Programming Teammate
A deep dive into Vibe Engineering principles: context engineering, sub-agent collaboration, autonomous testing loops, plus OpenAI's case study of a 12-hour Kotlin-to-Rust rewrite.
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Industry Insights
Qoder's Context Engineering in Practic…
·4 min
Qoder's Context Engineering in Practice: Four-Layer Retrieval Engine and Memory System Architecture
Deep analysis of Qoder's (Tongyi Lingma international edition) context engineering architecture, including its four-layer retrieval engine, memory engine, context caching, and core product design.
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Tutorials
Context Engineering in Practice with C…
·3 min
Context Engineering in Practice with CodeBuddy IDE: Two Rule Files to Generate Apps with a Single Sentence
Learn how to apply Context Engineering in CodeBuddy IDE using two custom rule files — a Requirements-to-TODO-LIST engine and a Project Execution engine — to generate complete apps with a single sentence.
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Product Reviews
Ruflo: A Multi-Agent Orchestration Sol…
·3 min
Ruflo: A Multi-Agent Orchestration Solution That Turns Claude Code into a 100-Person AI Team
Ruflo is an open-source multi-agent orchestration platform that upgrades single-threaded Claude Code into a distributed AI dev team with 100+ specialized Agents and a SANA self-learning engine.
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Product Reviews
When AI Gets a Virtual Body: A Deep Di…
·2 min
When AI Gets a Virtual Body: A Deep Dive into the Lumen Embodied AI Interaction Experiment
Deep dive into how Bilibili's Lumen project gives AI a virtual body, enabling environmental perception, collaborative puzzle-solving, and emotional interaction — exploring the leap from conversational to embodied AI.
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Tech Frontiers·2 min
Google Gemini Drops Update: New Interface Design and Spark Intelligent Agent Assistant Explained
Google Gemini Drops brings a complete interface redesign and Gemini Spark 24/7 intelligent agent assistant. Deep analysis of the upgraded experience, agentic AI capabilities, and competition with ChatGPT and Copilot.
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Tech Frontiers·2 min
Claude Opus 4.8 Thinking Effort Calibration Explained: A Critical Optimization Direction for AI Reasoning Models
Anthropic releases Claude Opus 4.8 with optimized thinking effort calibration. This article explains what it is, why it matters for AI reasoning models, and its impact on industry competition.
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Tech Frontiers·2 min
OpenAI Voice Hackathon: 4 Real-Time Voice AI Projects Built in Just 6 Hours
OpenAI hosted Voice Hack Night where teams built 4 real-time voice agent projects in 6 hours. Deep analysis of technical challenges, use cases, and developer ecosystem trends in real-time voice AI.
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Industry Insights·2 min
Sam Altman's Three AGI Visions: From Scientific Breakthroughs to Personal AI Assistants
Sam Altman shares OpenAI's three strategic directions: AGI accelerating research, partnering with YC to empower startups, and building personal AGI assistants. A deep analysis of OpenAI's complete AGI deployment path.
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Industry Insights·2 min
What Problem Do You Most Want AI to Solve? A Deep Reflection on the Future Direction of AI
A simple tweet sparks wide discussion: What do you most want AI to solve? From healthcare to education equity and scientific research, exploring the shift from technology-driven to demand-driven AI.
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Product Reviews
Cursor 3.0 Deep Dive: The AI Agent Com…
·3 min
Cursor 3.0 Deep Dive: The AI Agent Command Center Rewritten in Rust
Cursor 3.0 abandons VS Code entirely, rewritten from scratch in Rust as an AI agent management platform. Deep dive into its three evolutions, Composer 2 controversy, parallel agent orchestration, and the paradigm shift from assisted to autonomous coding.
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