# AI development

AI Large Language Model Learning Roadmap for Beginners: A Three-Month Hands-On Guide

A detailed zero-to-hero AI large model learning roadmap covering four phases—fundamentals, RAG, Agents, and engineering deployment—with a practical three-month study plan and career advice.

Vibe Coding for Absolute Beginners: Le…

Vibe Coding for Absolute Beginners: Let AI Be Your Personal Programmer

A beginner's guide to Vibe Coding: learn the core philosophy, set up Miniconda virtual environments, and use natural language to let AI write code for you — no programming experience required.

Why Is AI Progressing Fastest in Codin…

Why Is AI Progressing Fastest in Coding? A Deep Dive into Four Structural Advantages

AI coding advances faster than writing or image generation due to four structural advantages: instant feedback, GitHub's natural high-quality data, unified quantifiable standards, and perfect fit for reinforcement learning.

Singer Hu Yanbin Ships an App in 45 Da…

Singer Hu Yanbin Ships an App in 45 Days Using Claude Code: A Zero-to-App-Store Vibe Coding Journey

Singer Hu Yanbin built a fan app from scratch using only VS Code and Claude Code in 45 days with zero coding experience. A deep dive into how Vibe Coding is reshaping software development.

Codex Beginner's Guide: Lessons Learne…

Codex Beginner's Guide: Lessons Learned from 660 Million Tokens of Real-World Usage

Deep dive into OpenAI Codex Agent's core features, Skill ecosystem, context compression, and project-level Harness management tips from 660M tokens of real-world usage.

AI Super Week: Hundred-Billion-Dollar …

2026年6月6日·4 min

AI Super Week: Hundred-Billion-Dollar Capital, the Agent Revolution, Safety Crises, and China's New Landscape

Deep analysis of AI Super Week's four themes: Alphabet's $80B raise and Anthropic's IPO ignite capital markets, OpenAI Codex drives the Agent work revolution, Florida's first AI lawsuit sounds safety alarms, and China's WeChat Agent charts a differentiated path.

AI Is Now Building AI: Is Anthropic's …

AI Is Now Building AI: Is Anthropic's Warning Genuine Concern or Business Strategy?

Anthropic warns AI can now self-optimize and build next-gen AI, with 80% code contribution and 52x human optimization. Released amid $65B funding and IPO filing — genuine concern or strategic move?

From Claude Oceanus to GPT-5.6: A Comp…

From Claude Oceanus to GPT-5.6: A Complete Breakdown of This Week's Major AI Model Updates

Deep analysis of this week's major AI model updates: Anthropic Oceanus red team leak, OpenAI GPT-5.6 Dual Alpha exposed, NVIDIA Nemotron Ultra 550B release, and AI recursive self-improvement research breakthrough.

Rebuilding a Complete GUI App with Dee…

Rebuilding a Complete GUI App with DeepSeek for Just $2.50: A Real-World AI Programming Cost Breakdown

A Bilibili creator used DeepSeek V4 Pro via Cursor to rebuild a complete IndexTTS GUI app for just 18.63 RMB (~$2.50). Full breakdown of the AI coding workflow, features, and cost comparison.

Claude Opus 4.8 Identifies Itself as D…

Claude Opus 4.8 Identifies Itself as DeepSeek: Data Contamination or Distillation? A Technical Analysis

Anthropic's Claude Opus 4.8 failed within 2 hours of launch, identifying itself as DeepSeek and Tongyi Qianwen in Chinese. Deep analysis of data contamination vs distillation hypotheses and multilingual alignment gaps.

OpenAI's Cash Black Hole: Why $40 Bill…

OpenAI's Cash Black Hole: Why $40 Billion in Funding Still Isn't Enough

OpenAI projects $143B in cumulative losses. Microsoft's investment is largely Azure credits, not cash. Only 2 of 11 founders remain. A deep analysis of OpenAI's funding crisis and likely acquisition.

Practical Experience Building an Autom…

Practical Experience Building an Automated Development Pipeline with Multi-AI Agent Collaboration

Practical experience building a dev pipeline with multiple AI Agents: three-Agent architecture, Batch API cutting 50% token costs, 24/7 async execution, and the one-person company paradigm.

Franz Founder's 10-Year Startup Lesson: The Logic Behind Disbanding a 5-Person Team to Return to Solo Development

Franz founder shares his 10-year journey: rejecting VC funding, trying user donations, and ultimately disbanding his 5-person team to return to solo development powered by AI tools.

2026年6月5日·2 min

Google Antigravity CLI Launch: Unified AI Development Platform and Gemini CLI Migration Guide

Google launches unified AI platform Antigravity, migrating Gemini CLI users to the new Antigravity CLI rebuilt in Go with multi-agent orchestration and async workflows.

2026年6月5日·2 min

Claude Has Written 80% of Its Own Code: Anthropic's Internal Data Reveals the State of AI Self-Development

Anthropic's internal data shows Claude writes 80% of its own code, engineers produce 8x more output, and open-ended task success jumped from 26% to 76%. The era of AI developing AI is accelerating.

Anthropic's Internal Data Reveals: Claude Is Accelerating AI Self-Iteration

Anthropic reveals Claude is accelerating AI development, potentially enabling recursive self-improvement. A deep dive into its implications for safety, competition, and humanity's future.

Gemini Omni Multimodal Comprehension Test: Absurd Prompts Push AI to Its Limits

Google Gemini Omni demonstrates remarkable multimodal understanding through an absurd prompt stress test, revealing AI's semantic comprehension, cross-domain knowledge integration, and creative generation capabilities.

2026年6月4日·1 min

Hidden Gems in OpenAI's Showcase: A Deep Dive into the Mystery Teaser

OpenAI posted a cryptic tweet hinting at hidden features in its Showcase. This article analyzes possible directions, marketing strategy, and what to watch next.

Antigravity Ecosystem Expansion: Freeing Up Debugging Time to Refocus on Architecture and Design

Antigravity announces ecosystem expansion to help developers reduce debugging time and focus on architecture and design. Analysis of its strategy and AI dev trends.