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107 related articles
·3 min
OpenAI Researcher: Spec Documents Are the Real Code
OpenAI researcher Sean Grove argues code is only 10-20% of value—spec documents are the real source code. From Vibe Coding insights to model alignment, why writing specs will be the scarcest skill in the AI era.
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·3 min
RTK Terminal Output Compression Tool: Save 80% of Token Consumption in Claude Code
RTK is an open-source Rust terminal output compression tool for Claude Code. It intercepts git, npm, and other command outputs, cutting Token usage from 118K to 23.9K — saving ~80%. Free, offline, installs in 2 minutes.
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·3 min
Save 80% Tokens with Claude Code: Headroom vs RTK vs LinCTX Deep Comparison
Deep comparison of Headroom, RTK, and LinCTX—three open-source context compression tools. Real tests show 80% token savings in Claude Code sessions.
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Industry Insights·2 min
Bun Bids Farewell to Zig: AI Completes 960K-Line Rust Rewrite in 6 Days — Full Breakdown
Bun v1.3.14 may be the last Zig-era release. AI Agents completed a 960K-line Zig-to-Rust migration in 6 days with 99.8% test pass rate. Full analysis inside.
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Tutorials·3 min
AI Full-Loop Embedded Software Development: Zero-Code UART Communication in One Minute
A hands-on demo showing how an AI Agent completes UART serial communication development with zero code — from pin analysis and code generation to flashing and logic analyzer verification — all in under one minute.
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Tutorials·2 min
Making PPTs with HTML: AI One-Click Generation of Deployable Online Presentations
Learn how to use AI programming tools and Skill packages to quickly generate HTML presentations. Deploy online and share via links with cross-platform support.
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Tutorials·4 min
Complete Guide to Building a Local AI Knowledge Base with Qwen3.5 + RAGFlow + Ollama
Complete guide to building a local AI knowledge base with Qwen3.5, RAGFlow, and Ollama, covering Docker deployment, Embedding model configuration, knowledge base creation, and RAG system setup.
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Product Reviews·3 min
Running Qwen3.6-27B Locally on Mac: 4 Solutions Benchmarked
Benchmarking 4 solutions for running Qwen3.6-27B locally on Mac: GGUF, MLX Diflash, and MTP-LX. MTP-LX 4bit leads at 43.6 tok/s with solid coding, writing, and reasoning quality.
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Tutorials·1 min
PyO3 maturin-action v1.36.0 Released: A Practical Guide to Automated Rust-Python Builds
PyO3 maturin-action v1.36.0 released with latest improvements to the Rust-Python extension build toolchain, covering cross-platform compilation, GitHub Actions examples, and tech stack analysis of Polars, Ruff, and more.
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Product Reviews·2 min
KodHau MCP Tool: Injecting Team Tacit Knowledge into AI Coding Assistants
KodHau is a local MCP-based AI coding tool that injects team architectural decisions, code review records, and tacit knowledge into AI Agents, solving the core pain point of missing engineering context.
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Product Reviews·2 min
Boox Tappy Bluetooth Remote Review: Two Buttons Unlock Multi-Scenario Control
Boox launches the Tappy mini Bluetooth remote with just two buttons for page turning, scrolling, and music control. A detailed look at its design, multi-scenario capabilities, and edge over Kobo Remote.
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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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Deep Dives·1 min
The Essential Differences Between Product Thinking and Technical Thinking: A Must-Have Cognitive Course for AI Product Managers
Deep analysis of the core differences between product thinking and technical thinking across background, logic, and behavior dimensions to help AI product managers improve cross-team collaboration.
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Tutorials·4 min
Claude Opus 4.5 Tutorial: Real-World Coding Tests + How to Access from China Without a VPN
Hands-on review of Claude Opus 4.5's coding, writing, and data visualization capabilities. Includes two methods for accessing it from China without a VPN, plus real demos of bug fixing and dashboard development.
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Tech Frontiers·2 min
OpenClaw's Six Rename History: Tracing an Open Source Project's Naming Evolution Through Git Commit Records
OpenClaw went through six renames from Warelay to its final name. Simon Willison used a Python script to reconstruct this complete naming evolution from Git commit history.
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Tutorials·3 min
Connect Personal WeChat to AI: Screenshot + OCR Solution for Auto-Reply in 1 Hour
Low-risk personal WeChat AI integration via screenshot + OCR + hotkey simulation. Includes three approach comparisons, Ollama local Qwen vision model deployment, and solutions for infinite loops and cursor flicker issues.
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Tutorials·4 min
Whisper Local Deployment Guide: Step-by-Step Setup for a Free Speech-to-Text Tool
Step-by-step tutorial for locally deploying OpenAI Whisper speech recognition, covering Conda setup, PyTorch installation, model selection, and transcription operations with free SRT subtitle generation.
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Tutorials·4 min
Claude Code Tutorial: Complete Guide to Installation, Configuration & Model Selection for Chinese Users
Complete guide to Claude Code installation, configuration for Chinese users, comparing DeepSeek V4 Pro, Tongyi Qianwen & Sonnet proxy APIs for cost-effective AI coding.
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Tutorials·4 min
Browser-Use WebUI Installation & Configuration Guide: AI Browser Automation in Practice
A detailed guide on installing Browser-Use WebUI, configuring Gemini and DeepSeek models, with four practical demos including form filling, content summarization, and e-commerce data scraping.
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Product Reviews·3 min
Deep Dive into AGGO Framework: A New Go-Based Choice for Enterprise AI Agents
Deep dive into AGGO—an enterprise AI Agent framework built with Go and CloudWeGo Eino, covering conversational AI, RAG, memory systems, and tool calling, with Go's performance advantages.
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