#production code
3130 related articles
·2 min
Claude Code + Skills in Action: Auto-Generate Production-Ready Test Cases in 10 Minutes
A developer shares a test case automation solution built on Claude Code + Skills: encapsulating requirement splitting, test point extraction, and case generation into independent Skills. The full workflow takes under 10 minutes.
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·2 min
Claude Code From Zero to Production: Installation, Switching to Chinese LLMs, and Git Workflow Guide
A complete guide to Claude Code: Node.js setup, CLI install, switching to Chinese LLMs with CC Switch, core commands, and conversational Git workflows with automated bug fixing.
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·3 min
Claude Code Practical Guide: Environment Setup, Git Workflows, and Engineering in Production
A complete guide to Claude Code: environment setup, switching to domestic LLMs, CLI commands, Git workflows, MCP, Subagents, and enterprise project walkthroughs.
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·2 min
Flowith AI Canvas + Codex: Zero-Barrier One-Click AI Short Drama Production Pipeline
Flowith AI canvas + Codex automates AI short drama production end-to-end — from script and characters to scenes. Asset library solves consistency; point-and-edit enables precision control.
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·4 min
Claude Code Practical Guide: From Installation & Configuration to Production-Ready Business Projects
Complete guide to Claude Code + Opus setup via CCSwitch for unified model management. Real-world case: payment system built in 4 hours with zero hand-written code, covering installation, Prompt engineering, and model selection.
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·3 min
Hands-On Test: Codex Autonomously Completes the Entire Video Production Pipeline — From Idea to Final Cut, Zero Human Code
Hands-on test of OpenAI Codex autonomously completing the full video production pipeline — from script planning and coding to audio, subtitles, and rendering — with zero human code.
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·2 min
Claude Code Practical Guide: From Installation & Configuration to Production-Grade Project Delivery
Complete guide to Claude Code + Opus for production projects: CC Switch setup, engineering-minded prompting, and a real case study delivering a complex payment system in 4 hours.
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·2 min
OpenAI Codex Creative Production Plugin: How AI Is Revolutionizing Marketing Asset Creation
Deep dive into OpenAI Codex Creative Production Plugin: AI product image generation, Remix style adjustment, one-click brochure creation, and Canva integration for editable output.
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·2 min
Remotion: The Open-Source Framework for Code-Driven Video Production with React
Deep dive into Remotion, the open-source framework for writing videos with React components. Covers core principles, use cases, comparison with traditional editors, and quick start guide.
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·3 min
Nexent Open-Source Platform: Zero-Code Auto-Generation of Production-Grade AI Agents
Deep dive into Nexent's open-source platform for zero-code production-grade AI Agent generation, covering Harness Engineering, built-in controls, use cases, and comparisons with AutoGen and CrewAI.
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Product Reviews·3 min
Costco Research Automation Agent Hands-On: One-Click Reproduction of Eigenfaces from Paper to Code
Hands-on test of Costco end-to-end research automation Agent: from reading the classic Eigenfaces paper to PCA code implementation, eigenface visualization, experimental evaluation, and LaTeX paper delivery in six steps.
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Product Reviews·3 min
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.
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Tutorials·3 min
Agentic Flow: A Guide to Low-Cost Model Switching in Claude Code and Production Agent Deployment
Deep dive into Agentic Flow, an open-source project enabling flexible low-cost model switching in Claude Code and one-click Agent deployment to cloud production environments.
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·3 min
AI Tool Mashups in Practice: Combining Model Layering with Intelligent CLI
Explore AI development tool mashups: model layering with DeepSeek Flash, flagship model selection, Antigravity CLI, and practical strategies for model routing and tool composition.
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·4 min
AI Bubble or Revolution? Investment Warnings from Tulip Mania to Tokens
From 1637 Dutch Tulip Mania to today's AI investment boom: analyzing shared traits of tech bubbles, key differences, and a rational framework for investors.
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·3 min
Claude Package Hallucination Vulnerability: AI Generates Fake Dependency Packages That Steal Real API Keys
Anthropic's Claude generates nonexistent package names during coding assistance, which malicious actors register to steal real API keys. Analysis of the attack chain and developer defenses.
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·4 min
4-5 Month ML Job Prep Sprint: A Career Pivot Guide for Senior CS Students
How can a senior CS student pivot to ML in 4-5 months? A practical sprint guide covering learning priorities, high-quality projects, Kaggle strategy, and interview prep for fresh graduates.
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·3 min
CutWire Drift: An Open-Source Video Editing Tool Powered by Local AI
CutWire Drift is a beginner-friendly open-source video editor with local AI features including Whisper auto-subtitles, SAM2 background removal, multi-track timeline, keyframe animation, and transitions—free and privacy-preserving.
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·3 min
Bolcho AI: A Voice Agent Platform Built for India's Multilingual Market
Bolcho AI is a voice AI platform for India's market, supporting Hindi, Tamil and more local languages with ultra-low latency, telephony integration, and flexible BYO model architecture for enterprise AI agents.
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·2 min
The 'Laziness' Controversy Around GPT-5.6 Sol: 70% of Runtime Spent Executing Sleep Commands
Developers found GPT-5.6 Sol spends ~70% of runtime on sleep commands, sparking debate about balancing model caution vs. efficiency in the AI agent era.
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