#inference cost
2198 related articles
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.
Read more →
Product Reviews·1 min
NVIDIA CompileIQ: Auto-Tuning Compiler Options to Squeeze Every Drop of GPU Kernel Performance
Deep dive into NVIDIA CompileIQ auto-tuning tool that intelligently searches compiler option combinations to find optimal build parameters for CUDA kernels.
Read more →
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.
Read more →
Research·2 min
Technical Breakdown of Cursor Composer 2's Distributed RL Training
Deep dive into how Cursor trained Composer 2 via distributed RL, covering async pipelines, MoE numerical alignment, global weight sync, and more.
Read more →
Deep Dives·2 min
The Five-Layer Architecture of the AI Industry Chain Explained: A Complete Breakdown from Application to Energy
Deep dive into the AI industry's five-layer architecture: application, model, infrastructure, chip, and energy layers. Understand the full AI landscape.
Read more →
Tutorials·2 min
OpenClaw Skills Explained: The Core Skill Files for AI Test Case Auto-Generation
Deep dive into OpenClaw Skills: four core advantages including large-scale instructions, reusability, version control, and progressive loading for AI test case auto-generation.
Read more →
Tutorials·2 min
Complete Tutorial: Connect Cursor to Third-Party APIs in 5 Steps to Freely Call Any Model
Step-by-step tutorial on using a free local proxy tool to connect Cursor to third-party APIs in 5 steps, freely calling Claude Opus 4, GPT-4.5, and more.
Read more →
Product Reviews·2 min
Hands-On Review: Access DeepSeek, GPT, Claude & Other AI Models Without a VPN
Hands-on test of a VPN-free AI aggregation platform, verifying full-scale DeepSeek 671B, Gemini file analysis, audio/video recognition, and web search capabilities.
Read more →
Product Reviews·3 min
AI API Proxy Platforms: One Key to Access All Major LLMs
AI API proxy platforms let you call GPT, Claude, and other major LLMs with one key at 20% off official pricing. Covers setup, Cursor integration, cost tracking, and security.
Read more →
Product Reviews·2 min
Cursor Composer 2.5 Deep Dive: Cloud-Based AI Programming Makes High-End PCs a Thing of the Past
Cursor Composer 2.5 supports cloud execution of complex tasks, freeing developers from expensive hardware. Analysis of cost structures, usage bottlenecks, and investment strategies for AI programming.
Read more →
Tutorials·2 min
Vibe Coding in Practice: Recreating Infinity Craft Element Alchemy Game with AI
A detailed guide on recreating Infinity Craft element synthesis game from scratch using Vibe Coding with Vite+React+DeepSeek LLM, covering architecture, caching, drag-and-drop, and AI integration.
Read more →
Product Reviews·2 min
GLM 5.1 Flagship Model Tested at 400 TPS — From Sketch to Complete App in Two Minutes
Testing Zhipu's GLM 5.1 High Speed API: a full-power flagship model at 400 Token/s. From sketch restoration to generating a complete puzzle game, verifying speed and capability combined.
Read more →
Tutorials·2 min
Claude Code Chinese Manual: A Comprehensive Tutorial from Installation to Practice
A Chinese practical manual for Claude Code on ByteDance's Feishu, covering installation, domestic LLM adaptation, multi-scenario usage tips for zero-barrier AI programming tool adoption.
Read more →
Product Reviews·2 min
In-Depth Review of ByteDance's Trae: The Strengths and Limitations of a Free AI-Native IDE
In-depth review of ByteDance's AI-native IDE Trae: analyzing its three-layer engine architecture, Builder Mode, multi-modal code generation, and how it compares to Cursor as a free AI coding tool.
Read more →
Industry Insights·2 min
What Is Vibe Coding? How AI Is Reshaping the Role and Future of Software Engineers
Vibe Coding lets non-technical users generate code with natural language. Learn how AI coding tools boost productivity by 30-50% and reshape engineer roles.
Read more →
Expert Opinions·2 min
Senior Developers Transition to AI-Assisted Programming: Real-World Lessons on Code Review and Context Management
A senior dev team shares hard-won lessons on code review, short-context strategies, AI amnesia, and quality control after fully switching to AI-assisted programming.
Read more →
Tutorials·2 min
4 Advanced Vibe Coding Tips to Stop AI from Making Your Code Worse with Every Edit
4 proven advanced Vibe Coding tips: frequent Git commits with rollback strategy, regular context clearing, modular code management, and using screenshots to convey requirements. Solve the problem of AI code degrading over long conversations.
Read more →
Industry Insights·2 min
"Directional Accuracy" in AI Predictions: Why It's More Valuable Than Precise Forecasting
What is directional accuracy? This article explains its core value in AI, with cases from deep learning's rise and emergent abilities in large models, exploring how to make directionally correct tech predictions.
Read more →
Product Reviews·2 min
7 AI Projects in One Year, All Failed: Lessons Learned from Real Mistakes
A programmer used Cursor and AI tools to build 7 projects in one year—all failed. Real lessons on AI coding limits, demand validation, and product focus.
Read more →
Product Reviews·2 min
GLM5.1 Coding Capabilities Put to the Test: Building a Full-Stack AI Canvas App from Scratch
A hands-on test of Zhipu GLM5.1 in full-stack development — building an AI canvas app from scratch to evaluate improvements in problem understanding, debugging, and multi-agent collaboration.
Read more →