#Perplexity AI
164 related articles
Expert Opinions·2 min
Token Maxing: YC CEO's Methodology for Achieving 400x Programming Efficiency with AI
YC CEO Gary Tan returned to coding after 13 years using Token Maxing with Claude Code, completing a $4M project in 5 days. Detailed breakdown of his 15 parallel agents, Plan-Eng-Review skills framework, and G-Stack open-source workflow.
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Tutorials·2 min
LangChain Streaming Output & Async in Practice: Complete Implementation for Agent Scenarios
Deep dive into LangChain streaming output and async implementation, covering astream usage, custom AsyncQueueCallbackHandler, and Agent streaming executor architecture for production AI apps.
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Tutorials·2 min
How to Tell If Your GPU Is Out of VRAM When Running Local LLMs: A Complete Guide to VRAM Monitoring
How to tell if your GPU is out of VRAM when running local LLMs. Learn the difference between dedicated and shared GPU memory, monitor VRAM overflow via Task Manager, and use quantization and context length control to avoid OOM.
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Product Reviews·2 min
Spending $300/Month on 4 AI Tools — An Honest Experience Report
In-depth review of 4 AI subscriptions totaling ~$300/month: GitHub Copilot Pro Plus, Perplexity Max, Grok, and Gemini covering coding, search, analysis, and knowledge management.
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Tutorials·4 min
Windsurf AI Editor: A Practical Guide to Organizing Thesis Materials for Your Final Year Project
Learn how to use Windsurf AI editor for thesis material organization, including environment setup, API key configuration, and automated extraction of references, outlines, and tech selections in minutes.
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Tutorials·2 min
Cursor AI Beginner's Guide: 10 Core Features Explained with Hands-On Examples
A complete guide to Cursor AI's 10 essential features: Agent mode, MCP servers, project rules, context management, and more—with hands-on demos to build an efficient AI coding workflow.
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Product Reviews·5 min
Nano AI Agent Hands-On Review: Real Experience and In-Depth Evaluation of Free MCP Tools
In-depth hands-on review of Nano AI agent with Guizhou travel guide and Pop Mart business analysis tasks. Free MCP tools, zero setup, 10-min reports with detailed pros/cons analysis.
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Tutorials·4 min
NVIDIA Model Optimizer Post-Training Quantization (PTQ) Practical Guide
A deep dive into NVIDIA Model Optimizer's PTQ workflow, covering INT8/INT4 quantization principles, calibration methods, RTX GPU optimization, and best practices for deploying quantized LLMs on consumer GPUs.
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Product Reviews·3 min
AntiGravity + SkillBoss Hands-On: AI One-Click Video, Podcast, and E-commerce Website Generation Full Workflow
Hands-on testing Google AntiGravity IDE with SkillBoss plugin: AI video generation, podcast creation, and e-commerce deployment workflow, plus skill injection architecture and $15 full-stack setup.
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Tech Frontiers·3 min
arXiv's New Rule: Upload AI Slop Papers and Face a Ban
arXiv's new policy bans authors who submit AI-generated low-quality papers. Learn about AI slop in academia, enforcement criteria, and the deeper challenges to scholarly integrity.
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Product Reviews·4 min
Caveman: The Open-Source Tool That Makes Claude Talk Like a Caveman and Saves 65% on Tokens
Caveman is a 60K-Star Claude Code skill plugin that uses prompt engineering to make AI respond in minimalist style, achieving 65% token savings for developers.
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Industry Insights·3 min
AI Papers Are Getting Better Than Ever — So Why Are They Becoming Science's Biggest Problem?
AI-generated academic papers have improved dramatically but are causing citation pollution, overwhelming peer review, and eroding knowledge credibility. This article analyzes the impact and explores solutions.
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Tutorials·4 min
Claude 4.5 Haiku Released: A Practical Guide to 7 AI Side Hustle Monetization Methods
Claude 4.5 Haiku delivers Sonnet 4-level coding at 1/3 the cost and 2x speed. Explore 7 proven AI side hustle methods with real income data and step-by-step workflows.
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Tech Frontiers·2 min
Amazon Alexa Plus Comes to Amazon.com: How an AI Shopping Assistant Is Reshaping E-Commerce
Amazon integrates LLM-powered Alexa Plus into Amazon.com with Alexa for Shopping. Deep analysis of its strategic significance, technical evolution, and impact on e-commerce.
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Industry Insights·3 min
AI-Generated Content Flooding Social Media: Identifying Characteristics, Platform Governance, and Coping Strategies
AI-generated content is flooding social media. This article analyzes typical AI content characteristics, platform governance challenges, and how creators can build competitive advantages through authenticity.
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Tutorials·3 min
GitHub 8K Stars: Deep Dive into the Most Comprehensive LLM Resource Repository
Deep analysis of the GitHub project awesome-LLM-resources with 8,200+ Stars, covering multimodal AI, Agents, MCP protocol, model training, inference optimization, and coding assistants.
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Tech Frontiers·3 min
CL4R1T4S Project: Massive Leak of Major AI System Prompts Sparks Transparency Debate with 25,000+ Stars
GitHub project CL4R1T4S leaked system prompts from ChatGPT, Claude, Gemini and other major AI products, earning 25,000+ Stars and igniting debate over AI transparency vs. security.
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Tech Frontiers·3 min
Google AI Search Now Directly Cites Reddit Content: A Major Shift in the Search Experience
Google AI Overviews adds a "perspectives preview" feature, directly citing real user opinions from Reddit and forums in AI search summaries. A deep analysis of the impact on search, creators, and SEO.
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Product Reviews·3 min
PyGPT: Open-Source Desktop AI Assistant with All-in-One Integration of GPT, Claude, Ollama, and More
Deep dive into PyGPT, an open-source desktop AI assistant supporting GPT-4, Claude, Gemini, Ollama local models, with built-in RAG, agents, voice interaction, and image generation.
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Product Reviews·3 min
SpecMint: A Spec Management Tool That Solves Context Loss for AI Coding Agents
SpecMint Core is an open-source tool providing persistent spec management for AI coding agents like Claude Code and Cursor, solving context loss with deep research, iterative interviews, phased implementation, and context recovery across 8 major AI coding tools.
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