#AI编程
9716 related articles
What Is Cursor? A Beginner's Guide to AI-Native Coding Tools
Cursor is an AI-native coding tool built on VS Code, integrating Claude, DeepSeek, and more. Learn what Cursor is, its core features, and how it compares to traditional IDEs.
Overseas Blogger's Hands-On GrokBot Review: Why She Abandoned Claude and Went All-In on a Multi-Agent Platform
An overseas founder ditched Claude-style open claws for GrokBot after weeks of testing. This article covers GrokBot's three core primitives, real-world use cases, tool approval flows, migration tips, and its single-player limitation.
Spring AI 2.0 in Practice: Building an AI-Powered OA System with Cursor
A deep dive into a Spring AI 2.0-powered enterprise OA system featuring RAG retrieval, AI smart forms, LLM tool calling, and multi-level approvals — built with Cursor AI.
Cursor's Triple Launch: Are Grokbot, Origin, and Grok 4.6 Worth Using?
Deep hands-on review of three Cursor/xAI launches: multi-agent assistant Grokbot, GitHub rival Origin, and Grok 4.6. Multi-account connectors are a standout, Grok 4.6 surprises on design, Origin has vision but is early-stage.
Deep Dive into RAG Systems: Why Enterprise Private Knowledge Bases Are Harder Than You Think
RAG looks simple but hides real complexity. This article breaks down enterprise RAG: PDF chunking, BGE-M3 embeddings, multi-path retrieval, re-ranking, Agent routing, and RAGAS evaluation.
Replit's Weekly Updates: Custom Connectors and Enhanced Audit Logs Explained
Replit launches Custom Connectors and Expanded Audit Logs. Connectors let AI Agents reach any API beyond the built-in library; 65+ new audit events boost enterprise compliance.
Claude Opus 5.5 vs. GPT-6: The AI Model Price War Is On
Anthropic's Claude Opus 5.5 and OpenAI's GPT-6 Sol/Luna launch on the same day, igniting an AI model price war. Analysis of pricing, caching costs, and Opus 5.5's "max" mode overthinking failure.
Unsloth New Release: Run Qwen-Image-2.1 Locally with Custom Agent Skills
Unsloth v0.1.814-beta adds local Qwen-Image-2.1 image generation/editing, custom Agent Skills, 60 FPS inference rendering, and improved Linux, ARM64, and AMD ROCm support.
Coding Agents from Prototype to Production: Infrastructure Is the Real Challenge
Experts from Ollama and Together AI discuss the real infrastructure challenges of running coding AI agents at scale — from inference costs and GPU scheduling to sandboxed code execution.
LLM 0.36 Released: GPT-6 Model Support and Single-Turn Conversation Restrictions
LLM 0.36 adds support for OpenAI GPT-6 Sol and Luna, introduces single-turn conversation restrictions via supports_conversation = False, and improves reasoning trace readability in logs.
llm-anthropic 0.29 Released: Adds Support for Claude Opus 5.5
llm-anthropic 0.29 adds support for Claude Opus 5.5. Run Anthropic's latest flagship model from your terminal with a single command using the LLM CLI tool.
From Prototype to Real Product: Two Indie Developers on the Path to Commercialization
Two hackathon-winning developers — Crafting Table's Austin Eckman and HuHuu's Andy Liu — share how they bridged the gap from AI prototype to real product and business.
Replit Launches Custom Connectors Beta: Connect Any REST API
Replit's Custom Connectors beta lets workspace admins configure any HTTPS REST API with API-key auth, enabling teams to connect proprietary systems beyond first-party integrations.
Replit Partners with Handshake to Launch AI Skills Studio: Build Real Apps, Get Noticed by Employers
Replit joins Handshake's AI Skills Studio as a founding partner, offering free hands-on missions to build real AI apps in under an hour — no setup needed, projects go straight to your employer profile.
RevOps on Replit: A New Paradigm for Revenue Teams Building Their Own Tools
Replit launches RevOps on Replit, a series showing how revenue operations teams can bypass engineering backlogs and build internal tools using AI coding. Live Thursdays at 9AM PT.
Building Autonomous Code Monitoring Agents with Google ADK: Giving Non-Technical Managers Full Project Visibility
A developer built autonomous code monitoring agents with Google ADK — boosting test coverage, sending daily commit digests, and monitoring Kubernetes clusters. Full walkthrough inside.
The Parasite Round Theorem: Why AI Self-Healing Pipelines Can Never Fix Their Own Startup
Why does an AI pipeline that fixes itself never come back up? This article unpacks the Parasite Round Theorem — startup self-lock, ESM cache freeze, and validation delay — with three actionable fixes you can apply today.
GPT-6 Prompt Caching Upgrade: Higher Hit Rates and Lower Latency Costs
GPT-6 prompt caching gets a major upgrade with higher hit rates, explicit breakpoints, and new diagnostics — helping developers cut inference latency and API costs.
Building an Enterprise AI Assistant from Scratch with Claude Code: A Complete Loop Engineering Walkthrough
A complete guide to building an enterprise AI assistant with Claude Code: Loop engineering, Streamlit frontend, FastAPI layers, DeepSeek API setup, and pytest testing.
Grok Build Has 26K Stars: How Does It Compare to Codex and Claude Code?
How does xAI's 26K-star open-source terminal coding agent Grok Build compare to Codex and Claude Code? A deep dive across workflow, extensibility, sandboxing, and pricing.