# AGI

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.

AI Arena Battle: DeepSeek vs Kimi — Bu…

AI Arena Battle: DeepSeek vs Kimi — Bug-Type Devotion System Dominates Energy Control Flow (Full Match Recap)

DeepSeek defeats Kimi in an AI arena battle, with its bug-type Devotion system outplaying Kimi's energy control flow. Full match recap and AI strategy analysis.

Using HTML Instead of PPT for Dynamic …

Using HTML Instead of PPT for Dynamic Presentations: 1 Hour to Complete 3 Days of Work

A designer tested using AI-assisted HTML coding in Cursor to create dynamic presentations, cutting 3 days of work to 1 hour. Covers animation, interaction design, and Cursor workflow.

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.

The Biggest Misconception About Vibe C…

The Biggest Misconception About Vibe Coding Is the 'Coding': It's Modern Alchemy

Vibe Coding isn't programming — it's modern alchemy for creating digital products with natural language. Learn why non-technical people get started in 48 hours.

rsync Hit by AI Code Invasion: 36 Comm…

rsync Hit by AI Code Invasion: 36 Commits Trigger Open Source Infrastructure Trust Crisis

After rsync maintainer used Claude AI for 36 code commits, incremental backup functionality broke. Alpine Linux and Debian discuss rollbacks, exposing deep tensions between AI code quality and open source maintenance.

In the AI Era, Everyone Can Build an App — But Distribution Is the Real Bottleneck

AI coding tools have eliminated development barriers, but distribution is now the key to startup success. This article analyzes the three distribution challenges indie developers face and offers strategic advice.

Complete Guide to Claude Code Skill Cr…

Complete Guide to Claude Code Skill Creator: The Meta-Skill That Lets AI Build Its Own Tools

A deep dive into Claude Code's built-in Skill Creator feature — learn how to use natural language to have AI automatically create custom skills, enabling fully automated tool-building workflows.

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6日·1 min

Claude Cowork Usage Limits Doubled: Anthropic Temporarily Boosts AI Collaboration Capacity

Anthropic announces Claude Cowork usage limits doubled for one month, enabling users to handle more complex tasks and longer workflows. Learn about the impact and practical tips.

Meta SAM 3D Receives CVPR Best Paper H…

Meta SAM 3D Receives CVPR Best Paper Honorable Mention: A Segmentation Breakthrough from 2D to 3D

Meta AI's SAM 3D wins CVPR 2026 Best Paper Honorable Mention, extending universal segmentation from 2D images to 3D space with major implications for robotics, autonomous driving, and AR/VR.

vLLM Deep Dive: How PagedAttention Enables High-Throughput LLM Inference

Deep dive into vLLM's core technologies for high-throughput LLM inference, including PagedAttention memory management, continuous batching, distributed deployment, and comparisons with TensorRT-LLM.

Cherry Studio: A Deep Dive into the Open-Source AI Productivity Tool with Unified Access to 300+ LLMs

Deep dive into Cherry Studio, an open-source AI client supporting 300+ LLMs including OpenAI, Claude, and Gemini, with autonomous agents and pre-built assistants. Nearly 47K GitHub Stars.

2026年6月5日·1 min

Gemini Live Image Creation Feature Explained: Real-Time Conversational Image Generation and Editing

Google Gemini Live adds real-time image creation and editing in conversations, supporting voice and camera-based image generation, interior design testing, and math assistance.

Bolt.new Mobile App Teaser: Vibe Coding Coming to Your Phone

Bolt.new team teases Android and iOS Vibe Coding app development, expanding AI-assisted programming from desktop to mobile. Learn about the concept, significance, and industry trends.

Cosmos Unified Agents Platform: A New Paradigm for AI Agent Collaboration Through Shared Context and Memory

Deep dive into how the Cosmos Unified Agents Platform solves multi-AI Agent collaboration challenges through shared context and memory mechanisms, and its positioning in enterprise multi-Agent orchestration.

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.