#API costs
4110 related articles
Product Reviews·3 min
6 Developer Tools Roundup: AI Coding Cost Tracking, Agent Virtual File Systems, and More
Roundup of 6 developer tools: CodeBurn for AI coding token cost tracking, Mirage virtual file system for Agents, Boring SSH tunnel manager, PeerTrace file tree renderer, DataTab font-based data visualization, and Flu TypeScript Agent framework.
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Industry Insights·3 min
From GPT-1 to ChatGPT: How Ilya's Bet Ignited the AI Revolution
From GPT-1 mocked as garbage in 2018 to ChatGPT sweeping the globe, how Ilya Sutskever's faith in Scaling Laws led OpenAI from the Transformer to the LLM revolution.
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Tutorials·2 min
Five Mastery Levels of Claude: From Basic Q&A to Architect-Level Autonomous Systems
Based on 400+ hours of hands-on experience, a systematic breakdown of five progressive Claude mastery levels: from basic Q&A to architect-level autonomous systems with specific methods for each.
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Product Reviews·3 min
OpenClaw v2026.5.14 Deep Dive: Real-Time Voice Calls and Gateway Freeze Fix
Deep dive into OpenClaw v2026.5.14: TelLinks real-time voice calls, gateway freeze fix, Telegram message congestion resolution, Agent transparency, DeepSeek V4 Flash config, and 120+ bug fixes.
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Industry Insights·3 min
China's Internet Giants Collectively Expand AI Capital Expenditure: Six Key Beneficiary Sectors in the Computing Infrastructure Supply Chain
China's internet giants collectively increase AI CapEx as computing infrastructure shifts from expectations to delivery. Analysis of six key beneficiary sectors including AI data centers, chips, and storage.
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Tech Frontiers·3 min
OpenAI Leadership Shakeup as Greg Brockman Returns, Cerebras IPO Hits $67B Valuation, Open-Source Agents Dominate GitHub
OpenAI co-founder Greg Brockman takes over product strategy, Cerebras IPO hits $67B market cap, and open-source agents OpenHuman and OpenClack dominate GitHub as AI shifts from capability to deployment.
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Tutorials·3 min
Building an R Language AI Programming Workstation with Positron + Continue + DeepSeek
Step-by-step tutorial: Build an R language AI programming environment using Positron editor, Continue plugin, and DeepSeek models, covering installation, code autocomplete, and COSTAR prompt framework.
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Tutorials·3 min
Connecting Claude Code to TradingView: A Practical Guide to AI-Powered Trading Analysis
Learn how to connect Claude Code to TradingView desktop via an open-source project for AI-powered chart reading, technical analysis reports, and automated PineScript coding with full setup guide.
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Product Reviews·3 min
Manus Hands-On Review: How Does This AI Agent Perform on the DeepSeek Tech Stack?
Hands-on review of Manus AI Agent on the DeepSeek tech stack, analyzing task execution, Chinese reasoning capabilities, strengths, limitations, and the potential of domestic LLMs in Agent applications.
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Tutorials·3 min
3-in-1 Refill Tool: Unlimited Usage Solution for Kiro/Cursor/Windsurf
A refill tool integrating Kiro, Cursor, and Windsurf for unlimited AI coding assistant usage including Claude 4.5. Analysis of technical principles, methods, and potential risks.
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Tutorials·2 min
Analysis of the Kiro, Cursor & Windsurf 3-in-1 Unlimited Refill Tool: Risks and Alternatives
Deep analysis of the Kiro, Cursor & Windsurf 3-in-1 unlimited refill tool: technical implementation, potential risks, account security concerns, and compliant AI coding alternatives.
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Tutorials·2 min
AI Agent Team Automating Short-Video Production: A Complete Workflow from Raw Material to Publishing
Learn how multiple AI Agents form a collaborative team to automate short-video production end-to-end—from material mining and script generation to video packaging and cross-platform RPA publishing.
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Product Reviews·2 min
Using GPT-5.2 and Gemini 3.0 Without a VPN: Hands-On Review of an Aggregated AI Platform
Hands-on review of an aggregated AI platform offering VPN-free access to GPT-5.2, Gemini 3.0, Grok 4.1, and Claude 4.5. Covers cross-model context retention, multi-model switching, and analyzes data security and stability risks.
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Product Reviews·3 min
Tencent WorkBuddy Hands-On Review: Mass-Producing Healing Pet Videos with AI Expert Teams — Full Workflow
Hands-on review of Tencent WorkBuddy's AI Expert Team collaboration mode for batch-producing healing pet videos. Full workflow from viral analysis to automated generation, with honest assessment.
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Product Reviews·4 min
OpenClaw vs Hermes: In-Depth Comparison and Selection Guide for Open-Source AI Agent Frameworks
In-depth comparison of OpenClaw and Hermes open-source AI Agent frameworks covering architecture, memory systems, auth, plugins, and channel distribution to guide developer selection.
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Product Reviews·2 min
Pixel Video: An Open-Source Short Video Automation Tool That Produces Videos in Three Minutes
Pixel Video is an open-source short video automation tool with 15K GitHub Stars, supporting end-to-end automation from scripting and AI visuals to voice synthesis and final output, compatible with GPT, DeepSeek, and more.
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Product Reviews·2 min
HyperFrames: An Open-Source Tool for Batch Video Generation Using HTML Code
HyperFrames is a trending GitHub open-source project that renders HTML/CSS animation code into MP4 videos. Combined with AI coding tools, it enables automated batch video production at zero cost.
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Tutorials·3 min
Ollama + Gemma 4 Local Codex Setup: Complete Guide to Zero-Cost AI Programming
Learn how to run Codex locally with Ollama and Gemma 4 for zero-cost AI programming. Covers installation, model selection, and real demos as an alternative to $20-200/month paid plans.
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Tutorials·2 min
OpenAI Account Registration Practical Guide: Phone Verification & Anti-Ban Tips Explained
Complete guide to OpenAI free account registration including SMS verification with Chile numbers, residential IP proxies, browser fingerprint spoofing, and anti-ban strategies at under 0.5 CNY per account.
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Tutorials·2 min
Tutorial: Enabling Official Plugins in Codex with DeepSeek V4 and Other Third-Party Models
Tutorial: Fix the issue where third-party models like DeepSeek V4 can't use official plugins in Codex by adding one line to the CCSwitch config file.
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