#LLM code review
1929 related articles
Tutorials·2 min
Vibe Coding Beginner's Guide: Start with 60 Lines of Code, Stop Gambling with AI
A hands-on Vibe Coding tutorial: start with 60 lines of core code using the minimum viable version approach. Avoid AI plan disasters and master modular development.
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Tutorials·2 min
How Insane Is AI Coding for Game Dev? One Month, One Card Game Clone, 100K Lines of Code
A developer used AI Coding tools to clone the card game Grand Bazaar in one month with 500 commits and 100K lines of code. Key methods include documentation-first strategy and Agent pipelines.
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Tutorials·2 min
AI-Assisted Programming in Practice: Building a Code-Breaking Logic Game with Python
A Bilibili creator used AI tools to build a Python-based Mastermind-style code-breaking game. Learn the rules, logic strategies, and lessons from AI-assisted development.
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Deep Dives·3 min
Core Principles of RAG Retrieval: A Complete Guide to Top-K Rough Recall and Rerank Precision Sorting
Deep dive into RAG retrieval: how Top-K rough recall filters candidates, Rerank precision sorting improves relevance, and compression optimizes context for LLM generation.
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Tutorials·2 min
AI Agent Acceptance Testing Anti-Pitfall Guide: Replace AI Self-Reports with Logs and Data
Don't trust AI's self-reported test results. Learn three-layer acceptance criteria using HTTP status, business logs, and database persistence to verify AI Agent outputs.
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Industry Insights·2 min
What Is Vibe Coding? Principles, Tools, and Practical Guide to AI-Powered Programming
An in-depth look at Vibe Coding: its principles, how AI programming tools like Cursor and Bolt work, the impact on developers, challenges, and future directions.
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Tech Frontiers·1 min
What is Vibe Coding? Core Philosophy and Practical Guide to AI-Driven Programming
A deep dive into Vibe Coding: its core philosophy, tool ecosystem, and current state. Learn how this AI programming paradigm coined by Andrej Karpathy uses natural language to generate code and reshape software development.
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Tutorials·2 min
Lovable Tutorial: A Complete Guide to Building Full-Stack Web Apps with AI Conversations from Scratch
A detailed guide to the Lovable AI development platform covering prompt-based page building, database setup, auth, AI coach integration, Stripe payments, and deployment.
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Tutorials·2 min
Lovable Full-Stack Development Advanced Guide: A Complete Playbook from Prompt Optimization to Deployment
Deep dive into advanced Lovable full-stack development techniques covering prompt optimization, Plan Mode, Lovable Cloud backend setup, security scanning, and PWA adaptation.
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Industry Insights·1 min
6 Months After AI Coding: The Bottleneck Shifted from Writing Code to Supervision and Specification
After 6 months of AI coding tools, a 20-person team found bottlenecks shifted from writing code to supervision and specification. Real lessons on review overload, sycophantic agents, and why heavyweight docs are back.
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Product Reviews·2 min
Cursor Composer 2.5 Released: Three Core Upgrades and a New AI Programming Experience
Anysphere releases Cursor Composer 2.5 with three core upgrades: higher intelligence, sustained long-task performance, and reliable complex instruction following, plus limited-time double free quota.
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Product Reviews·2 min
OpenAI Codex Deep Dive: The Real Reasons Developers Are Switching to It
In-depth analysis of why OpenAI Codex is becoming developers' preferred AI coding tool. From product evolution and competitor comparison to practical strategies, a comprehensive guide to Codex's advantages.
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Product Reviews·2 min
GPT-5.1 Pro Deep Dive: The Smartest AI Trapped in the Worst Interface
Deep testing GPT-5.1 Pro and Codex Max: Pro model solves a 3-day crypto puzzle in 30 minutes but is locked to ChatGPT's broken web UI; Codex Max coding falls short of promises.
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Tech Frontiers·2 min
CLAUDE.md Tops GitHub Trending: 4 Rules to Tame Your AI Coding Assistant
CLAUDE.md hits GitHub trending with 4 core rules for taming AI coding assistants: ask when unsure, don't over-engineer, stay on task, and give goals not steps. Master the new AI collaboration methodology.
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Tutorials·2 min
Vibe Coding Interview in Practice: Passing a Programming Interview with Claude Code in One Hour
Real Vibe Coding interview experience: using Claude Code and MiniMax M2.1 to build a smart outfit assistant Agent in one hour. Learn Plan Mode, MVP strategy, and AI collaboration tips.
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Product Reviews·2 min
pi-plugin-cc: Connect Claude Code to Any LLM in One Second
pi-plugin-cc is an open-source Claude Code plugin that enables free model switching via the Pi coding Agent, supporting DeepSeek, OpenAI, Ollama, and any LLM.
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Tutorials·2 min
Claude Code Full-Stack in Practice: A Complete Tutorial for Building a Project Management App from Scratch
Deep dive into building a Linear-like project management app from scratch with Claude Code and Next.js, covering UI design, data management, payments, AI features, and full deployment.
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Tutorials·2 min
The Truth About Making Money with Python as a Side Hustle: A Complete 2025 Analysis of Barriers, Income & Market Competition
In-depth analysis of Python side hustle realities in 2025: learning barriers, freelance pricing, market competition, and new AI-era opportunities from scraping to LLM app development.
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Tutorials·2 min
LangChain Multi-Agent in Practice: End-to-End Automated Generation of API & UI Test Cases
Build a multi-agent testing system with LangChain and LangGraph for automated test case generation, intelligent review, and Playwright execution across 10 progressive projects.
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Industry Insights·2 min
Altara Tech Revolutionizes Scientific Research Workflows with OpenAI Models: Multimodal Data Processing and Transparent AI
Altara Tech leverages OpenAI models to build transparent, efficient multi-step R&D workflows for scientists, supporting multimodal data processing and traceable reasoning.
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