# Python

A Beginner's Guide to Vibe Coding: Build Software with Natural Language, No Coding Required

Vibe Coding lets anyone build software without coding skills. Learn what it is, how to get started, and how to use natural language and AI to go from idea to app.

Deep Dive into Closco: The Research Au…

Deep Dive into Closco: The Research Automation Platform That Goes from Natural Language to Complete Reports

Deep analysis of Closco's research automation platform covering cloud sandbox architecture, self-healing execution, batch computing, and applications in computational materials science, drug design, and genomics.

Vibe Coding for Absolute Beginners: Le…

Vibe Coding for Absolute Beginners: Let AI Be Your Personal Programmer

A beginner's guide to Vibe Coding: learn the core philosophy, set up Miniconda virtual environments, and use natural language to let AI write code for you — no programming experience required.

The Complete Guide to Claude Code: A P…

The Complete Guide to Claude Code: A Practical Deep Dive into AI Programming from Beginner to Expert

Deep dive into Claude Code's core strengths, Prime mode, and interrogative programming. Compare with Cursor and Copilot, analyze AI coding in 0-to-1 vs 1-to-100 scenarios.

A Beginner's Guide to Vibe Coding: Tur…

A Beginner's Guide to Vibe Coding: Turning Product Ideas into Reality with AI Programming — No Coding Experience Required

Vibe Coding lets non-technical people build products using natural language and AI. Learn the core concepts, virtual environment setup, and practical tips to start AI programming from scratch.

Codex vs. Cursor vs. Claude Code: A Be…

Codex vs. Cursor vs. Claude Code: A Beginner's Guide to Choosing the Right AI Coding Tool

How should beginners choose between Codex, Cursor, and Claude Code? This guide compares learning curves and use cases, offering a step-by-step tool selection path from beginner to advanced.

Rebuilding a Complete GUI App with Dee…

Rebuilding a Complete GUI App with DeepSeek for Just $2.50: A Real-World AI Programming Cost Breakdown

A Bilibili creator used DeepSeek V4 Pro via Cursor to rebuild a complete IndexTTS GUI app for just 18.63 RMB (~$2.50). Full breakdown of the AI coding workflow, features, and cost comparison.

Complete Guide to Claude Code Skill Cr…

Complete Guide to Claude Code Skill Creator: The Meta-Skill That Lets AI Build Its Own Tools

A deep dive into Claude Code's built-in Skill Creator feature — learn how to use natural language to have AI automatically create custom skills, enabling fully automated tool-building workflows.

LlamaFactory: A Comprehensive Guide to the Open-Source Framework for Unified Fine-Tuning of 100+ LLMs

Deep dive into LlamaFactory, an open-source unified fine-tuning framework supporting 100+ LLMs and VLMs with LoRA, QLoRA, RLHF methods, Web UI, 71K+ GitHub Stars, accepted at ACL 2024.

vLLM Deep Dive: How PagedAttention Enables High-Throughput LLM Inference

Deep dive into vLLM's core technologies for high-throughput LLM inference, including PagedAttention memory management, continuous batching, distributed deployment, and comparisons with TensorRT-LLM.

2026年6月5日·2 min

Google Antigravity CLI Launch: Unified AI Development Platform and Gemini CLI Migration Guide

Google launches unified AI platform Antigravity, migrating Gemini CLI users to the new Antigravity CLI rebuilt in Go with multi-agent orchestration and async workflows.

datasette-fixtures: Create a Datasette Test Database with a Single Command

The datasette-fixtures plugin lets Datasette plugin developers quickly create a standard test database with a single uvx command, greatly simplifying plugin testing.

2026年6月4日·4 min

5 Viable Paths to Making Money Independently with Python

5 proven paths to making money independently with Python: automation scripts, AI app development, quantitative trading, tool/course sales, and full-stack web services, with pricing references and practical tips.

ViBench: A Benchmark Designed Specifically for Evaluating AI Application Building Capabilities

Deep dive into ViBench, a benchmark addressing SWE-bench's gaps in evaluating AI application building through end-to-end generation, visual quality, and functional completeness.

ViBench Benchmark: End-to-End App Creation Evaluation Reveals the True Level of AI Programming

ViBench is the first end-to-end app creation benchmark based on real-world tasks. Results show Claude Opus 4.8 leads in performance and cost-effectiveness, revealing gaps between SWE-bench scores and actual development capability.

2026年6月4日·3 min

Codex Hooks Explained: The Automation Powerhouse That Hijacks the Entire AI Workflow

Deep dive into Codex Hooks' six lifecycle hook types, covering configuration, local vs global hooks, and practical use cases like security interception and auto-summarization for full AI workflow control.

Cursor Releases Official SDK: Build Custom AI Agents with Python and TypeScript Based on Composer 2.5

Cursor officially releases its SDK supporting Python and TypeScript, letting developers build custom AI Agents on Composer 2.5. Explore core capabilities, use cases, and a limited 90% discount.

AI Agent Permission Management: How Sandboxing Mechanisms Limit Potentially Destructive Operations

An in-depth look at AI Agent sandboxing for permission management — how OpenAI uses execution isolation, resource limits, and progressive trust models to contain potentially destructive operations.