#AI编程
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Die With Me: An AIM Buddy List for Claude Code and Codex Users
Die With Me is a Mac tool on Product Hunt that brings AIM-style buddy lists to Claude Code and Codex users — turning quota downtime into a social moment.

The Forge: Describe Your Idea in One Sentence — an AI Team Builds, Deploys, and Operates It
The Forge by Bob's Workshop lets you describe an idea in plain language, and an AI "team" builds, deploys, and operates it — with built-in database, auth, payments, CRM, and autonomous maintenance.

QAgent: The Automated QA Tool Helping AI Agents Move Beyond 'Shipping on Vibes'
QAgent is an automated AI agent QA tool on Product Hunt offering correctness scoring, hallucination detection, policy adherence checks, and RAG benchmarking to stop teams from shipping on vibes.

AI Coding Platforms Are Exploding in Popularity: Can Non-Technical People Really Build Money-Making Products?
An AI coding competition unexpectedly drew 1,000+ signups, sparking debate on whether non-technical people can build profitable products with AI. We break down the opportunities and the hype.

Ollama Cloud Deep Dive: One Subscription to Run DeepSeek, GLM, and More Open-Source Models
Ollama Cloud revamped with transparent per-token pricing and no service fees. One subscription runs DeepSeek, GLM, Kimi, Qwen & 20+ open-source models. Great time-zone perks for China users.

Alibaba Cloud Bailian Token Plan Real-World Test: Seven Days' Quota Gone in Three Hours
A Bilibili creator tested Alibaba Cloud Bailian's Token Plan and burned through a 7-day quota in 3 hours despite 99% cache hit rates. Key lessons for developers on AI plan billing transparency.

I Tested 5 Top-Tier AI Token Plans: Which One Is Actually Worth the Money?
A power user tests GLM MAX, MiniMax Ultra, ChatGPT, Alibaba Bailian, and DeepSeek to find the best AI token plan. Spoiler: multi-account OpenCode wins on value.

What Is Cursor? Core Differences Between This AI Coding Tool and Traditional IDEs
What is Cursor? This guide explains the AI-native code editor built on VS Code, how it compares to traditional IDEs, and its integration with Claude, DeepSeek, and Gemini.

Coze 3.0 Beginner's Guide: A Complete Overview of Agents and AI Applications
A beginner's guide to Coze 3.0: covering agents, AI applications, workflows, and plugins on ByteDance's AI platform, plus a comparison with Dify.

Setting Up the DeepSeek Harness Environment: A Complete Guide to Node.js Installation and Configuration
A beginner-friendly guide to setting up the DeepSeek Harness environment: Node.js installation, Add to PATH, redirecting npm global and cache directories, and configuring system environment variables.

AI Agent Engineer Roadmap: From Model API Calls to Production Deployment
How to go from beginner to production-ready AI Agent engineer? This guide covers the four-step path: model API calls, tool use, system engineering, and landing the job.

AgentScope 2.0 Framework Deep Dive: Core Capabilities for Multi-Agent Development
A deep dive into AgentScope 2.0's core capabilities: ReAct agents, three-layer security (tool review, human-in-the-loop, sandbox isolation), and context management for production-grade agent development.

Getting Started with AI Agent Development in Four Weeks: A Complete Learning Roadmap Breakdown
A four-week structured AI Agent development roadmap for developers with coding experience, covering LLMs, ReAct, multi-agent systems, and Prompt tuning.

AI Career Advancement Guide: Hard-Won Advice from Senior Data Scientists
Three AI practitioners break down how to actually build an AI career: math in two weeks, projects over certs, skip the hype — chase adaptability. A practical guide.

Agent Etna: A Pre-Deployment Staging Environment Built for AI Agents
Agent Etna is a pre-deployment staging environment for AI agents that aims to detect failure points and auto-fix issues before going live, reducing production debugging costs.

Layout-Aware PDF Parsing in Practice: Solving the RAG Chunking Problem
Learn how to build a layout-aware PDF parser with Python and pdfplumber to solve RAG chunking issues in multi-column documents using visual grid coordinate detection.

The Best Programming Language for DSA: C++, Java, or Python?
C++, Java, or Python for DSA? We break down each language's strengths and reveal what top tech companies actually test in interviews — plus actionable study tips.

The New Software Engineer Roadmap for the AI Era: Knowing How to Code Is No Longer Enough
AI has reshaped the software engineer growth roadmap. Coding alone isn't enough — companies now value system design, problem-solving, and AI collaboration skills.

From Function Calling to MCP: Understanding the Fundamentals of AI Agent Development
From Function Calling to MCP to AI Agents — a beginner-friendly guide to the five-step tool-calling workflow, LLM support landscape, and how agents differ from simple function calls.

Andrew Ng's New Course Explained: Using Spec-Driven Development to Tame AI Coding Agents
Andrew Ng and JetBrains introduce Spec-Driven Development: use Markdown specs to guide AI coding agents. Learn the 3 core benefits and constitution + feature loop workflow.