Hi, I'm leeguoo (Guo Li)
· Guo Li · full-stack developer ·
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Learning Video Generation from the Wan2.2 Source Code: From One Prompt to 81 Frames at 720p
A walkthrough of the full principles behind video generation using the real Wan2.2 code: flow matching mathematical derivation, VAE spatiotemporal compression, DiT and 3D RoPE, CFG, MoE dual experts, condition injection, and sequence parallelism, with concrete numbers calculated for every concept and original code excerpts included.
Facing AI Audits: How Can You “Legalize” Your Reverse Engineering Project?
Examines a practical approach to handling decompilation projects by combining Claude Code and Gemini CLI, focusing on the challenge of ownership verification and resolving it through an automated sanitization process.
How I Verified the Local Database Unlock Chain in WeChat macOS 4.0.1.52
A retrospective on engineering-focused forensics conducted on my own device. By tracing static files, runtime open paths, and SQLCipher parameters in sequence, I ultimately confirmed that the local database unlock chain in WeChat macOS 4.0.1.52 is based on an account-level key distribution model.
iphone-use — Computer-use, but for the iPhone
An open-source agent control layer for a real iPhone: live browser remote + a see/act HTTP API for AI agents. Three input layers (Shortcut verbs / element tree / pixel fallback), clean CJK input, hardware-validated.
Is the `cache 4m23s` Line in the Status Bar Actually Accurate?
There’s a prompt-cache countdown line in the status bar I wrote for Claude Code. Where it anchors, how the formula works, and when it lies to you — let’s pull apart the source code alongside a real transcript.
Dissecting the Implementation of the /goal Command
Based on the Claude Code 2.1.139 headless source code, this breaks down how the /goal command drives the Agent to keep working until a condition is met through a session-level Stop hook.
claude agents and /bg: An Analysis of the Agent View Implementation
Based on the Claude Code 2.1.139 source code, this article breaks down how claude agents, --bg, and /bg share the background job model, daemon, and FleetView TUI.

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