#GLM-4
63 related articles
·3 min
Real-World Test: GPT-4.1 mini Solved a Crash Bug That Stumped Every Chinese LLM
Real debugging case: when 400MB of source code and 40K files caused an infinite crash loop, MiniMax M3, DeepSeek, and Hunyuan all gave wrong answers. GPT-4.1 mini found the root cause after an hour of deep reasoning.
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·2 min
GLM-5.2 Spotted in Testing | Claude Fable 5 Launches: 4 Key AI Updates
GLM-5.2 spotted in testing, Anthropic launches Claude Fable 5, Moore Threads open-sources MusaCoder for domestic GPUs, and Google releases Gemini real-time translation.
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·7 min
GLM-5.2 Released: Open-Source Coding Capability Approaches Closed-Source Flagships for the First Time
GLM-5.2 tops open-weight models in coding with a 74.4 Frontiers-WE score, beating GPT-5.5. Its MIT license enables local deployment, and the gap with closed-source flagships is closing fast.
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·7 min
Sakana Fugu vs GLM 5.2 Hands-On Test: Who Can Truly Challenge Top-Tier AI Models?
A head-to-head hands-on test of Sakana Fugu vs GLM 5.2 based on real Hermes agent workflows. Covering tool calling, frontend generation, and code improvement to reveal each model's true performance, speed, and value.
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·6 min
Understanding the Limits of Vibe Coding: A Practical Guide to AI Engineering-Grade Programming
An in-depth look at the difference between Vibe Coding and AI engineering-grade programming. Can AI replace programmers? From Claude Code and Codex to Cursor, revealing the real limits, enterprise pain points, and engineering solutions of AI coding tools.
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·6 min
The Complete Guide to GLM-5.2: Hands-On Review of an Open-Source Long-Context Model
An in-depth hands-on review of Zhipu AI's flagship GLM-5.2: 1M-token context, strong coding, mature agent workflows—at one-fifth the price of top frontier models. Covers website testing, Cursor integration, MCP tooling, and production migration.
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·5 min
AI Investment Sector in Consecutive Crash: Zuckerberg's Remarks Trigger Chain Reaction
Meta's Zuckerberg says AI progress is slower than expected; combined with compute sale news, the SOX fell nearly 12% over two days. JP Morgan warns on chip demand.
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·3 min
GLM-5.2 Practical Guide: 1M Context Window, Token Costs, and Smart Switching Strategies Explained
Don't rush to fully migrate to GLM-5.2. This guide covers the 1M context window setup, quota billing rules, Max Effort mapping, and a 4-step strategy to avoid wasting tokens.
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·6 min
From Vibe Coding to AI Engineering: A Complete Practical Guide to Codex and Claude Code
An in-depth analysis of the practical use of Codex and Claude Code, comparing Vibe Coding and AI engineering, covering Super Power plugins, Spec-Driven Development, and Chinese LLM integration strategies.
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·3 min
GLM-5.2 vs GPT-5.5: Solving the Mind Map Vertical Centering Problem — A Real-World Comparison
A developer found GPT-5.5 couldn't fix a mind map vertical centering bug, but GLM-5.2 solved it quickly. This article analyzes the capability differences and the value of multi-model collaboration in AI-assisted programming.
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·6 min
GLM 5.2 Arrives: Industry Upheaval on the Eve of AI Margin Collapse
The rise of Zhipu's GLM 5.2 is accelerating the democratization of LLM capabilities. This article analyzes the commoditization of foundation models, the logic behind margin collapse, and the opportunities and challenges facing application-layer and foundation model firms.
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·4 min
How Can Programmers Survive and Thrive in the Age of AI? A Deep Dive and Action Guide
AI is reshaping the programmer job market: junior roles are disappearing while senior architects grow more valuable. This guide breaks down AI's impact on knowledge workers and outlines three transformation paths for programmers.
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·3 min
Claude Account Banned? A Complete Test of Chinese Domestic Agent Alternatives
Claude bans disrupting your workflow? We tested GLM-5.2 + WorkBuddy across dev, office, and research tasks. Here's whether domestic AI can truly replace Claude.
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Tech Frontiers·2 min
GLM-5.2 Tops Global Open-Weight Model Rankings: Leading the Industry in Frontend Coding
Zhipu AI's GLM-5.2 tops the Artificial Analysis Intelligence Index for open-weight models and is recognized as the world's top frontend coding model. A deep dive into its performance and the shifting open-source AI landscape.
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·3 min
Codex and Claude Code Dual-Engine: A Practical Guide to AI-Powered Engineering
A deep dive into AI engineering with Codex and Claude Code: Vibe Coding limitations, Chinese LLM rankings, Skill-driven development, and enterprise project practices.
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·3 min
Claude Code + CC Switch Deployment Guide: Connect to DeepSeek Without an Overseas Account
Complete guide to deploying Claude Code with CC Switch proxy to connect DeepSeek V4 Pro — no overseas account needed. Covers Node.js, VS Code, and API setup.
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·2 min
GLM-5.2 Passes the Vibe Check: Open-Source Models Officially Enter the Frontier Race
Zhipu AI's GLM-5.2 passes the community vibe check, showing capabilities rivaling top closed-source models. Analysis of what this means for open-source AI.
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·3 min
AI Engineering in Practice: The Progression Path from Vibe Coding to Enterprise-Level Development
Deep dive into AI engineering methodology, comparing Vibe Coding vs enterprise development, covering Claude Code, Codex tool selection, SuperPower plugin practices, and the path from prototype to production.
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·3 min
Claude Code Identity Verification Policy Explained: Impact on Chinese Users and Alternative Solutions
Anthropic enforces identity verification for Claude personal accounts from July 8. Chinese users face barriers as third-party KYC platforms don't support mainland IDs. Here are three compliant alternatives.
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·3 min
5 Steps to Connect Codex with DeepSeek — No GPT Account Required
Step-by-step tutorial: Connect Codex to DeepSeek API via CC Switch in 5 steps. No GPT account needed — use AI coding features like code completion and Skill plugins at lower cost.
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