#AI code bugs
1012 related articles
Product Reviews·2 min
GLM5.1 Coding Test: An In-Depth Review of Real Code Capabilities and Cost-Effectiveness
Real-world test of GLM5.1 AI coding assistant covering frontend dev and utility scripts. Analysis of its strengths in small tasks, long-context stability issues, and Token costs.
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Product Reviews·2 min
GPT-4 Thinking In-Depth Review: Real-World Testing of Coding, Agent, and Writing Capabilities
In-depth review of GPT-4 Thinking's real-world performance in coding bug fixes, AI Agent research, and academic writing, compared with Gemini and Claude.
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Product Reviews·2 min
OpenAI Open-Sources Codex Plugin: Call Codex for Code Review Inside Claude Code
OpenAI open-sources codex-plugin-cc, enabling Codex code review and task management directly in Claude Code. Full guide on setup, core commands, and real-world usage—5K GitHub Stars in 12 hours.
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Expert Opinions·2 min
The Three Costliest Technical Decision Mistakes in Embedded Development
Three costliest embedded development mistakes: choosing chips by price alone, lacking software architecture planning, and refusing timely refactoring. Avoid short-term traps that multiply long-term costs.
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Tech Frontiers·1 min
GPT-5.4 In-Depth Review: Native Computer Use, Unified Reasoning & Coding — OpenAI Reclaims the Throne
GPT-5.4 full review: Surpasses Claude Opus 4.6 on OSWorld, native computer use, 50% better token efficiency in reasoning+coding, 33% fewer hallucinations, and record-breaking search. OpenAI's first all-in-one model.
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Tech Frontiers·1 min
Claude Opus 4.5 Crushes Humans in Engineering Test: AI Coding Ability Now Surpasses Top Engineers Across the Board
Anthropic's Claude Opus 4.5 beats all human candidates on internal engineering exam, sets SWE-Bench record at 80%. Deep dive into benchmarks, creative problem-solving, safety alignment, and enterprise applications.
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Product Reviews·1 min
Claude Opus 4.7 In-Depth Review: Coding Performance Soars, While the Most Powerful Model 'Mythos' Remains Sealed Away
Claude Opus 4.7 review: Leading GPT 5.4 and Gemini on SWE Bench coding benchmarks, 3x vision improvement, major dev tool updates. Anthropic admits strongest model Mythos sealed for safety.
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Tech Frontiers·1 min
Tips from the Creator of Claude Code: Prompt Engineering Techniques and Efficient Workflow Guide
Claude Code creator Boris shares hands-on tips: from codebase Q&A to parallel workflows, covering Claude.MD config, prompt strategies, and SDK usage.
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Tech Frontiers·2 min
Zero-to-Launch Mini Program Development Tutorial: Sealos Deployment + Trae Code Generation + WeChat Publishing
Complete zero-to-launch mini program tutorial: Deploy Node.js backend and MongoDB with Sealos DevBox, generate API code with Trae AI, package with UniApp, and publish on WeChat.
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Tech Frontiers·2 min
Claude Code vs Codex vs OpenCode: A Comprehensive Comparison of the Top 3 AI Coding Agents in 2025
In-depth comparison of Claude Code, OpenAI Codex, and OpenCode across usability, model support, tools, and coding quality to help you pick the best AI coding agent.
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Tutorials·2 min
ACPX in Practice: Scaling AI Agent Deployment on Kubernetes for Automated PR Processing
How to build an automated PR processing system using ACP protocol, ACPX workflow engine, and Kubernetes. From OpenCLO's 60K+ PR challenge to enterprise-grade multi-Agent orchestration.
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Product Reviews·2 min
Replit Agent 3 Deep Dive: The AI Coding Powerhouse That Works 200 Minutes Straight
Deep analysis of Replit Agent 3's multi-agent architecture and browser simulation testing. Compare with GitHub Copilot and Cursor, and see how this AI assistant works 200 minutes straight to help anyone build apps in an hour.
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Deep Dives·2 min
How Replit Evaluates AI Coding Agents: A Deep Dive into ByteBench Benchmark and Continuous Optimization Framework
Deep dive into Replit's dual-pillar AI Agent evaluation framework, including open-source ByteBench benchmark, Telescope semantic clustering tool, and A/B test-driven continuous iteration methodology.
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Tutorials·2 min
Zero Coding Experience: Built a Website from Scratch with AI in 5 Evenings
A non-coder built an AI tool directory website in 5 evenings using Claude. Full Vibe Coding walkthrough: product planning, CLAUDE.md setup, code generation, Vercel deployment, plus 5 practical tips.
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Product Reviews·3 min
Trae AI for STM32 Development: LED Blink Compiles First Try with Zero Bugs
Hands-on test using Trae AI for STM32 MCU development: from CubeMX project setup to LED blink, code compiles first try with zero errors. Full workflow and capability analysis.
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Tutorials·3 min
Full-Stack Development for Beginners in the AI Era: Don't Write Code — Learn to Manage It
AI coding tools make code generation easy, but a huge gap remains between code and product. This article breaks down frontend, backend, and DevOps stacks, exploring how beginners can manage code with AI.
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Tutorials·2 min
Trae AI Coding Tool: Download, Installation & Setup Guide (2025 Latest)
Complete guide to downloading, installing, and configuring ByteDance's Trae AI coding tool. Free built-in LLMs like DeepSeek for AI-assisted Python programming.
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Tutorials·2 min
Trae Download, Installation & Configuration Guide: Get Started with AI Programming from Scratch
Complete guide to downloading, installing, and configuring ByteDance's Trae AI editor. Free built-in LLMs, VS Code compatible, Chinese language support — ideal for developers and Python beginners.
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Tutorials·2 min
EasyClick Multi-IDE Collaborative Programming in Practice: Three Approaches to Double Your Development Efficiency
Three multi-IDE collaboration strategies for EasyClick development: UI/script separation, plugin modules, and modular splitting. Combine Trae, Lingma, Cursor to break single-IDE limitations.
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Product Reviews·2 min
Deep Dive into Cursor Team Kit: Why Quality Gates Must Shift Left in the AI Programming Era
Deep dive into Cursor's official Team Kit covering CI monitoring, code review, UI verification, and how quality gates must shift left as AI programming accelerates code generation.
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