Product Reviews

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.

Agent Memory: Giving AI Coding Agents …

Agent Memory: Giving AI Coding Agents Persistent Memory Across Sessions

Agent Memory is an open-source local memory layer providing persistent, cross-session, cross-tool long-term memory for AI coding agents like Claude Code, Cursor, and Codex.

Cursor Composer 2.5 Hands-On: An AI Co…

Cursor Composer 2.5 Hands-On: An AI Coding Model That's Faster and 10x Cheaper

Hands-on review of Cursor Composer 2.5's Agent view, Plan mode, and right panel features. Coding ability matches Claude and GPT top models at up to 10x lower cost with significantly faster speed.

Claude Code Fast Mode Price Cut: Dual-Mode Workflow Reshapes the AI Programming Experience

Claude Code Fast Mode Price Cut: Dual-Mode Workflow Reshapes the AI Programming Experience

Anthropic cuts Claude Opus 4.8 Fast mode pricing. Learn how the dual-mode workflow—Fast for interactive coding, Normal for async tasks—reshapes AI programming.

Deep Dive into Qwen3.7 Max: One-Tenth …

Deep Dive into Qwen3.7 Max: One-Tenth the Cost of GPT, Purpose-Built for AI Agents

Alibaba's Qwen3.7 Max targets AI agents with coding tasks at just $1.30 (one-tenth of GPT-5), supporting 35 hours of continuous execution. Deep analysis of its cost advantages, front-end capabilities, and three key limitations.

Codex Computer Use Hands-On Review: Se…

Codex Computer Use Hands-On Review: Setup Guide, How It Works, and Security Risks Explained

Hands-on review of OpenAI Codex Computer Use: step-by-step setup guide, WeChat demo, screenshot-based core principles, and analysis of three major security risks including privacy leakage and current limitations.

Claude Code's Frontend UI Too Ugly? Th…

Claude Code's Frontend UI Too Ugly? This Open-Source Skill Teaches AI Professional Design

AI coding tools produce frontend pages lacking design sense? UI-UX-Pro-Max-Skill is an open-source design enhancement Skill with 67 UI styles, 161 color systems, supporting Claude Code and Cursor.

Vibe Coding in Action: Building a Mac …

Vibe Coding in Action: Building a Mac Screen Recorder with AI — Without Writing a Single Line of Code

A Bilibili creator used Vibe Coding to build a full-featured Mac screen recorder entirely through AI conversation, without writing any code. A deep dive into its features and Vibe Coding's potential.

Claude Opus 4.8 Hands-On Review: A Com…

Claude Opus 4.8 Hands-On Review: A Comprehensive Evaluation of Game Development and UI Reproduction Capabilities

In-depth hands-on review of Claude Opus 4.8 across 2D tower defense, 3D game dev, UI reproduction, and tool generation, with scoring and comparison to Opus 4.7.

Claude Opus 4.8 Real-World Testing: Wh…

Claude Opus 4.8 Real-World Testing: What $50 in Tokens Actually Gets You

In-depth testing of Claude Opus 4.8 across game dev, UI reproduction, 3D scenes, and tool building—$50 in Tokens reveals its true capabilities and limits.

Claude Code vs Codex Deep Dive: A Prac…

Claude Code vs Codex Deep Dive: A Practical Guide to Choosing the Right AI Coding Tool

A comprehensive comparison of Claude Code and OpenAI Codex covering architecture, use cases, and benchmarks to help you choose the right AI coding tool.

Zion No-Code Platform Hands-On: Buildi…

Zion No-Code Platform Hands-On: Building a Production-Ready E-commerce Mini Program from Scratch Without Writing a Single Line of Code

Hands-on review of Zion no-code platform: building a production-ready e-commerce mini program from scratch with visual design, built-in database, workflow orchestration, AI Agent integration, and one-click multi-platform publishing.

Cursor 3.0 Deep Dive: The AI Agent Com…

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.

O3 vs Gemini 2.5 Pro vs Claude 3.7: Re…

O3 vs Gemini 2.5 Pro vs Claude 3.7: Real-World AI Coding Ability Comparison

Real-world comparison of O3, Gemini 2.5 Pro, and Claude 3.7 coding abilities through snake battles, RL training, solar system simulation, and soccer game tasks.

Deep Comparison of o1, o1 pro, and o3-…

Deep Comparison of o1, o1 pro, and o3-mini-high Coding Capabilities: A Deep Research Analysis

Deep Research comparison of OpenAI o1, o1 pro, and o3-mini-high coding capabilities, covering code quality, optimization, error rates, and debugging with benchmarks and real-world cases.

Llama 3.3 70B In-Depth Review: Testing…

Llama 3.3 70B In-Depth Review: Testing the Strongest Open-Source LLM with 13 Questions

Meta releases Llama 3.3 70B open-source model with just 70B parameters rivaling 405B performance. Tested on 13 logic, math, and coding questions, it passed 12 — reshaping the open-source model landscape.

Real-World Coding Test of 13 Top AI Mo…

Real-World Coding Test of 13 Top AI Models: Who Is the Best Programming Assistant?

Benchmark of 13 top AI models including GPT-4.1, Claude 3.7 Sonnet, and Gemini 2.5 Pro on coding ability, scored across 8 dimensions using the same high-difficulty algorithm problem.

API Aggregation Proxy Platforms Tested…

2026年5月30日·2 min

API Aggregation Proxy Platforms Tested: One Interface to Call 100+ AI Models

Hands-on testing of an API aggregation proxy platform's model calling capabilities, including GPT-Image2 image generation, cost analysis, and coverage of 100+ models like Claude and Gemini.

Augment Remote Agent Hands-On: Running…

Augment Remote Agent Hands-On: Running 10 Cloud AI Agents in Parallel for Programming

Hands-on review of Augment Remote Agent: 10 cloud AI Agents coding in parallel, covering bug fixes, PR generation, documentation, and more with detailed workflows and real-world examples.