#machine learning workflow
913 related articles
Tech Frontiers·1 min
Cursor Pay-Per-Use vs. Refill Plans: A Comprehensive Comparison of Cost, Risk, and Experience
In-depth comparison of Cursor Pro pay-per-use vs. traditional refill plans across cost, stability, and security to help developers choose the best option.
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Tech Frontiers·3 min
AI-Powered Load Testing in Practice: Completing 30 Days of Performance Testing in 1 Day
Learn how to combine Heiyu Loader and AI coding agents to automate the full performance testing pipeline — from test cases to reports — in 1 day instead of 30.
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Tech Frontiers·3 min
AI Test Development Learning Path: A Practical Guide from Prompt Engineering to RAG Knowledge Bases
A systematic AI test development learning path covering LLM fundamentals, prompt engineering, PyTest automation, RAG knowledge bases, and MCP tool chains to help QA engineers master AI-empowered testing.
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Expert Opinions·1 min
Replit CEO Interview: AI Agent Capability Boundaries, Long-Horizon Reasoning Breakthroughs, and the AGI Dilemma
Replit CEO Amjad Masad on AI Agent long-horizon reasoning breakthroughs from 2 to 200 minutes, natural language programming, and why current AI utility may be AGI's biggest obstacle.
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Tech Frontiers·2 min
Andrew Ng's New Course: Experience the Vibe Coding Paradigm with Replit
Andrew Ng partners with Replit on a Vibe Coding 101 course teaching how to build web apps with AI coding agents. Zero experience needed, hands-on in 3 minutes with SEO analyzer and voting app projects.
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Tutorials·2 min
LangChain Unified Interface in Practice: init_chat_model Usage & DeepSeek Troubleshooting Guide
Guide to LangChain's init_chat_model unified interface vs model classes, with DeepSeek V4 Pro thinking mode fix, multi-provider switching tips, and AI Agent integration practices.
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Tutorials·2 min
Trae AI Coding Tool: Download, Installation & Setup Guide (2025 Latest)
Complete guide to downloading, installing, and configuring ByteDance's Trae AI coding tool. Free built-in LLMs like DeepSeek for AI-assisted Python programming.
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Tutorials·2 min
OpenCode in Practice: Building a Fully Automated YOLOv8 Object Detection Pipeline with Zero Code
Learn how to use OpenCode's Skill model to automate the entire YOLOv8 object detection workflow — from camera recording and auto-annotation to training and real-time detection — with zero code in just two hours.
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Tutorials·2 min
Replicating Manus for $30: A Practical Breakdown of Building an AI Agent's Minimum Viable Loop
A detailed breakdown of replicating the Manus AI agent platform for $30, covering Docker container integration, task orchestration, UI design, and the course-based monetization strategy.
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Tutorials·2 min
Vibe Coding Beginner's Guide: A Complete Hands-On Tutorial for Building Websites with AI from Scratch
Learn Vibe Coding step by step: build websites and web apps from scratch using AI. Includes prompt tips, AI communication strategies, and live demos with Kimi Agent — no coding experience required.
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Tutorials·2 min
Build a WeChat Mini Program in 20 Minutes with Zero Code: A Hands-On AI Programming Guide
Learn how a non-coder built a WeChat Mini Program in 20 minutes using AI. A 4-step guide: organize requirements, generate code, debug, and iterate — no programming needed.
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Tutorials·2 min
ONNX Model Deployment in Practice: A Complete Guide from PyTorch Export to Cross-Framework Inference
Complete guide to ONNX neural network exchange format: PyTorch and TensorFlow model export, ONNX Runtime inference, MNIST classifier deployment, and HuggingFace model downloads with runnable code examples.
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Tutorials·2 min
Java + AI: A Practical Path for Programmers to Break Through the Age-35 Career Crisis
How Java programmers can break through the age-35 career bottleneck by stacking AI skills. Covers AI learning levels, Java+AI synergy, and actionable transition strategies.
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Tutorials·2 min
Complete Guide to Claude Skills 2.0: Skill Creation, Evaluation, and Real-World Applications
Deep dive into Claude Skills 2.0: two skill types, the new skill creator, evaluation system, and a cold email marketing case study that boosts task pass rates from 40% to 100%.
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Tutorials·2 min
Wagtail Getting Started Tutorial: Build a Customizable CMS Blog System from Scratch with Django
A detailed guide to Wagtail CMS covering installation, page model definition, blog system setup, StreamField code blocks, and Snippets to help Django developers quickly master this highly customizable open-source CMS.
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Product Reviews·2 min
Claude Code Ultra Review Hands-On: Deep Dive into Multi-Agent Code Review
Hands-on deep dive into Claude Code's upcoming Ultra Review: multi-Agent parallel search, independent verification, deduplication workflow, comparison with standard Review, plus custom Fleet Review implementation.
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Tutorials·2 min
Vibe Coding Beginner's Guide: Programming with Natural Language — No Experience Required
Vibe Coding lets anyone program using natural language — no coding experience needed. Learn what it is, how it differs from traditional programming, and how to get started with AI tools.
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Tutorials·2 min
Python Machine Learning in Practice: A Complete Guide from Algorithm Derivation to Code Implementation
A systematic Python ML course using a 3-stage framework: algorithm derivation, code implementation, and experimental analysis. Covers logistic regression, decision trees, and ensemble learning.
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Expert Opinions·2 min
In the Age of AI Coding, Is It Still Worth Learning to Program?
When AI writes code faster than most engineers, should ordinary people still learn to program? A veteran developer analyzes how coding skills become the lever for harnessing AI productivity.
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Product Reviews·1 min
Gemini 3 Flash In-Depth Review: Comprehensive Testing of Coding, Multimodal, and Writing Capabilities
In-depth review of Google Gemini 3 Flash's real-world performance in coding, multimodal understanding, and writing. Covers benchmark analysis, Cursor programming tests, and practical tips.
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