#Taste system
157 related articles
Tutorials·2 min
Claude Code with DeepSeek V4: Complete Setup Guide to Save 99% on Costs
Step-by-step guide to connecting Claude Code with DeepSeek V4 via CC Switch for 99% cost savings. Includes setup, multi-model workflow demo, and free OpenRouter option.
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Expert Opinions·2 min
Karpathy on the Future of Programmers in the AI Era: Outsource Thinking, But Not Understanding
OpenAI co-founder Karpathy explains why taste, judgment, and deep understanding remain irreplaceable for programmers in the AI era, plus startup opportunities in agent-native infrastructure.
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Tutorials·2 min
Gemini 3.1 Hands-On: Deploy a Professional Website in 5 Minutes with Zero Code
Step-by-step guide using Google AI Studio with Gemini 3.1 Pro to generate a professional responsive landing page with SVG animations and deploy it live for free via GitHub + Vercel—zero code required.
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Tech Frontiers·2 min
Codex in Practice: A Complete Tutorial for Building a Native macOS App from Scratch in 25 Minutes
A detailed walkthrough of building a fully functional native macOS app from scratch with OpenAI Codex in 25 minutes, covering agentic AI workflows, Codex vs Claude Code comparison, and automated testing.
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Tutorials·2 min
FastEmbed Tutorial: Installation and Practical Guide for a Lightweight Local Vector Embedding Library
A detailed guide to FastEmbed, a lightweight Python embedding library covering installation, text and image embedding usage, and seamless Qdrant vector database integration for building local AI apps without GPU.
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Tutorials·2 min
Practical Guide to Building a Dual-Terminal Skill System with Cursor + Claude Code
A solution for Skill system conflicts in Cursor and Claude Code dual-terminal development using a three-layer directory architecture for Opus and DeepSeek differentiated configuration.
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Expert Opinions·2 min
AI Writing Style Homogenization: Why AI-Generated Articles Are Becoming Increasingly Unreadable
More readers are experiencing aesthetic fatigue from AI text. This article analyzes Claude's staccato style and ChatGPT's kicker habit, exploring how rhythmic homogenization threatens the content ecosystem.
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Product Reviews·3 min
Manus Review: A Deep Dive Comparing It to MetaGPT to Reveal the True Capabilities of This AI Agent
A deep review of Manus AI Agent across technology, product, and marketing dimensions, compared with MetaGPT. Core capabilities overlap by 90%+. Is it innovation or packaging?
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Industry Insights·3 min
Deep Analysis of the AI Coding Landscape: Why Context Determines the Fate of Cursor, Windsurf, and Their Peers
Deep analysis of the AI coding sector: from GitHub Copilot to Cursor's $10B valuation, why context is the core moat, and how startups compete with tech giants.
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Product Reviews·2 min
Mixtape Game Review: An Interactive Musical Portrait That Recreates the Adolescent Experience Through Mixtapes
In-depth review of narrative game Mixtape: how its mixtape mechanics, music choices, and emotional storytelling let players relive the contradictions and growth of adolescence.
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Tech Frontiers·4 min
ApiFlow Challenge: AI Generates Automation Workflows from a Single Sentence — Submit Your Use Case to Win $100 Computing Credits
ApiFlow is an AI-native integration platform that generates automation workflows from a single sentence. The team is seeking 10 real-world scenarios — participate to win $100 computing credits and more.
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Product Reviews·3 min
Claude 4.6 vs Gemini 3.1 Pro for Novel Writing: A Multi-Model Combo Is the Optimal Solution
Real-world comparison of Claude 4.6 Opus/Sonnet vs Gemini 3.1 Pro for AI novel writing. Multi-model workflow: Claude for outlines, Gemini for prose, with full reference-based setup process.
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Tutorials·3 min
Dotfiles Configuration in Practice: An AI Programming Tool Integration Refined Over 5,000+ Commits
An in-depth look at a dotfiles configuration refined over 5,000+ commits, covering Neovim, tmux, Claude Code, Copilot, and XMonad keyboard-driven workflows.
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Product Reviews·2 min
Three.js Particle Wave Background Component: A Ready-to-Use Dynamic Visual Effect Solution
monochrome-particle is a configurable monochrome particle wave background component built with Three.js and TypeScript, packaged as an Agent Skill for easy integration into landing pages and AI product interfaces.
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Product Reviews·5 min
Deep Dive into the Hermes-Agent Open-Source Framework: The AI Agent with 130K Stars on GitHub
NousResearch open-sources Hermes-Agent framework, earning 130K+ GitHub Stars. Deep analysis of its progressive architecture, modular design, and Hermes model integration vs. LangChain and AutoGPT.
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Deep Dives·2 min
OpenAI Symphony Deep Dive: When AI Starts Pulling Tasks from Your Ticket System, Is Your Team Ready?
Deep dive into OpenAI Symphony: how AI agents autonomously pull tickets from Linear, write code, and submit PRs — plus four critical checks before your team adopts it.
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Product Reviews·2 min
Codex Latest Version Feature Breakdown: How Good Are Pet Mode, Imported Agent Configs, and Computer Use Upgrades?
Deep dive into Codex's May 2025 update: pet components, 20% Computer Use boost, Cursor Agent config import, sidebar branch conversations, memory optimization, and more.
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