#LLM API costs
2211 related articles
Tutorials·3 min
Open Code Practical Guide: Building an AI Coding Team with Multi-Agent Systems
Deep dive into Open Code's core architecture: main agents, sub-agents, Skills extensions, JWT security, and multi-platform deployment for building efficient AI coding teams.
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Tutorials·2 min
Claude Code Installation & Usage Guide: Quick Start with Terminal, Web & IDE Modes
A detailed guide to installing and using Claude Code in three modes — Terminal, Web, and IDE — with cost-saving tips and common pitfall solutions for beginners.
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Tutorials·2 min
Connect Claude Code to DeepSeek Model: Complete Setup in 2 Minutes
Step-by-step guide to connect Claude Code with DeepSeek model. Complete the setup in 4 steps: install Node.js, get API Key, configure environment variables, and start coding with AI.
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Tech Frontiers·2 min
AI Agent Resource Runaway: When Your AI Assistant Burns Through All Your Tokens Doomscrolling TikTok
A viral tweet reveals core risks in autonomous AI Agent systems: goal drift and token resource runaway. Deep analysis of AI Agent attention problems, hidden costs, and developer mitigation strategies.
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Tech Frontiers·1 min
Devin Launches Multi-Instance Parallel Mode: AI Programming Evolves from Solo Operations to Army-Scale Collaboration
Devin launches multi-instance parallel mode, letting developers dispatch multiple AI Agents for different tasks simultaneously. Analysis of its impact on development efficiency and how multi-Agent collaboration redefines the developer role.
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Tutorials·2 min
The Foundation of Agent Platforms: Practical Guide to Session Event Abstraction, Transport, and Storage
Practical guide to Session Event engineering in production Agent platforms: Universal Event abstraction, three-party streaming transport with fault tolerance, and PostgreSQL storage evolution.
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Industry Insights·2 min
A Beginner's Guide to Vibe Coding: Make Money Building Software with AI — No Coding Required
Vibe Coding lets anyone build software with AI through conversation — no programming needed. Learn what it is, how to break down tasks, and how to make money building custom tools for small businesses.
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Product Reviews·1 min
OpenClaw Hands-On: Can AI Automation Replace Traditional RPA?
A hands-on evaluation of OpenClaw across two real-world cases, comparing AI automation vs. traditional RPA on Android and Windows, and analyzing how the Skills module reduces token costs.
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Tutorials·2 min
OpenClaw in Practice: A Complete Guide to Building Three Enterprise-Grade AI Digital Workers in Two Weeks
Learn how to build enterprise-grade AI digital workers with OpenClaw, including a full recruitment automation AI HR Assistant, technical architecture, and offline deployment.
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Product Reviews·6 min
One API: An Open-Source API Gateway Managing 30+ LLMs Through a Single Interface
One API is an open-source LLM API gateway that unifies 30+ LLM providers including OpenAI, Claude, Gemini, and DeepSeek through an OpenAI-compatible interface. Features Key management, quota control, load balancing, and one-command Docker deployment. 32k+ GitHub Stars.
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Product Reviews·2 min
Feishu Lark CLI Open-Source Review: An AI Automation Tool That Lets Claude Code Directly Control Feishu
Feishu open-sources Lark CLI for AI Agents like Claude Code to control Feishu via terminal. Covers 200+ commands and 19 Skills with 5-minute setup, outperforming OpenClaw in usability and coverage.
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Tutorials·2 min
Bolt.diy Local Deployment Guide: A Free, Open-Source AI Full-Stack Development Tool
Bolt.diy is the open-source alternative to Bolt.new, supporting OpenAI, Claude, and other LLMs with zero subscription fees. A complete local deployment guide with model setup and use cases.
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Expert Opinions·2 min
A Day in the Life of an AI Entrepreneur: Exploration-Driven Work Replacing Schedule-Driven Routines
AI entrepreneur Liu Xiaopai shares his daily routine: using AI assistants to filter information, instantly exploring new tools, and validating ideas through low-cost trial and error at scale.
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Tutorials·2 min
Coze Complete Beginner's Guide: Build AI Agents in 7 Days
Complete guide to Coze's four core features: Agents, Plugins, Knowledge Base, and Workflows. Includes a 7-day learning path and three application scenarios for building AI agents with zero coding.
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Product Reviews·2 min
AI Website Builder Test: Generate a Website in 7 Minutes, No Server or Domain Required
Hands-on test of AI visual website builder Upage: describe your needs in natural language to generate a complete website in 7 minutes with one-click deployment, no server or domain purchase required.
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Product Reviews·3 min
One API: A Complete Guide to the Open-Source API Gateway for Unified Management of 30+ LLMs
One API is an open-source LLM API gateway with 32K+ GitHub Stars, supporting unified access to 30+ models including OpenAI, Claude, and DeepSeek. Complete guide covering Docker deployment, Key management, and load balancing.
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Product Reviews·2 min
GPT_API_free: A Guide to Getting Free API Keys for ChatGPT/DeepSeek and Other LLMs
GPT_API_free is a GitHub project with 37,000+ Stars offering free API Keys for ChatGPT, DeepSeek, Claude, and other major LLMs. Learn about supported models, use cases, and compatibility.
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Product Reviews·2 min
GPT_API_free: Free Access to ChatGPT, DeepSeek, and Other Leading LLM APIs
GPT_API_free is a GitHub project with 37,700+ Stars offering free API Keys for ChatGPT, DeepSeek, Claude, Gemini, and more—ideal for developers learning, testing, and prototyping AI apps.
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Tutorials·1 min
GPT_API_free: Free GPT-4/DeepSeek/Claude API Key Application Tutorial
GPT_API_free is a GitHub project with 37,000+ Stars offering free API Keys for GPT-4, DeepSeek, Claude and more, compatible with OpenAI's API format.
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Tutorials·1 min
GPT_API_free: Complete Tutorial for Getting Free GPT-4/DeepSeek API Keys
GPT_API_free is a GitHub project with 37,700+ Stars offering free API Keys for GPT-4, DeepSeek, Claude, Gemini & more. Full tutorial on setup and use cases.
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