#Windows 11 performance optimization
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·2 min
Open Source Project "done": Satirizing AI Tool Metric Obsession With a Single Word
A Claude Code plugin called "done" went viral on Reddit by replying to every request with just "Done." — a sharp satirical take on AI tool hype and metric obsession.
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AIRI: The Open-Source Self-Hosted AI C…
·2 min
AIRI: The Open-Source Self-Hosted AI Companion to Build Your Own Cyber Neuro-sama
AIRI (moeru-ai/airi) is an open-source, self-hosted AI companion with real-time voice chat, Minecraft/Factorio gameplay, and Web/macOS/Windows support. 42K+ GitHub stars.
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·3 min
Modern Web Guidance: Helping AI Stop Writing Outdated Frontend Code
Chrome's Modern Web Guidance offers 100+ expert-reviewed guides to help AI Agents adopt modern web practices, fixing training data lag and legacy pattern recommendations with semantic search and Baseline compatibility checks.
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GitHub Daily · July 19: The Dual Advan…
·3 min
GitHub Daily · July 19: The Dual Advance of Heterogeneous Inference and Agent Toolchains
GitHub Trending July 19: ktransformers tops the list with heterogeneous inference optimization, while jcode, cua, and AstrBot signal a maturing Agent ecosystem.
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·3 min
Zero-Cost VibeCoding: Complete Guide to Connecting Local Ollama Models to Codex
Step-by-step guide to running local open-source models (Qwen3/Gemma) with Ollama, connecting to Codex via CC Switch for zero-token AI coding. Works on a 6GB VRAM laptop.
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·3 min
ByteDance Interviewer Deep Dive: How Vibe Coding Is Reshaping Frontend Engineers' Core Competitiveness
A ByteDance interviewer breaks down the 3-layer Vibe Coding interview framework: AI tool awareness, complex product engineering, and a 1-hour full-stack challenge. Architectural thinking wins.
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·3 min
Vibe Coding: Enterprise-Level Practices and a Skill Progression Guide for AI-Driven Frontend Development
A deep dive into Vibe Coding: how AI-led development workflows are reshaping frontend engineers' value. From interview hot topics to a three-tier competency model for the AI era.
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·3 min
Cherry Studio + MCP + Ollama: The Complete Guide to Building a Local AI Agent and Private Knowledge Base
A hands-on guide to building a local AI agent and private knowledge base using Cherry Studio, MCP, and Ollama — with web scraping, report generation, and terminal control.
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·2 min
How Large a Local LLM Can You Run on a Laptop with 8GB VRAM? A Configuration Guide
Complete guide to running local LLMs on a laptop with 8GB VRAM: real usable memory, quantization estimation, Q4 7B/8B model recommendations, Ollama setup, GPU offloading, and agent development tips.
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·3 min
Local Gemma 3 12B as an AI Agent: A Practical Guide to Tool Calling and Framework Selection
Running Gemma 3 12B locally via Ollama and want to build an AI Agent? This guide covers tool calling, n8n/LangChain/CrewAI comparisons, context limits, and more.
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·5 min
ECC: An Agent Enhancement Framework for AI Coding Assistants — Five Core Capabilities Explained
ECC is an agent optimization framework for AI coding assistants like Claude Code, Cursor, and Codex, enhancing them with skills, memory, security, and research-first development capabilities.
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·3 min
Zhipu GLM-5.2 Fully Released, AI Regulatory Storm Hits Simultaneously
Zhipu's GLM-5.2 is now fully available to Coding Plan users with long-context support and dual reasoning tiers. Meanwhile, Anthropic faces U.S. export controls and OpenAI is under multi-state investigation.
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·6 min
GPT-5.6 Now Widely Available: The Era of Three-Tier Models and Multi-Agent Orchestration Arrives
OpenAI releases GPT-5.6 (SOUL/TERRA/LUNA), with Ultra mode running four agents in parallel; Meta launches Muse Spark 1.1 with million-token context; ChatGPT desktop unifies Chat, Work, and Codex.
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·3 min
Connecting Codex to Ollama: A Complete Guide to Deploying AI Large Models Locally
A step-by-step guide to combining Codex with Ollama to deploy open-source AI large models locally. Private data, no subscription, offline operation, no VPN needed. Includes hardware selection and setup.
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·5 min
Pylon Sync: An In-Depth Look at the Full-Stack Realtime Framework Built for AI Agents
Pylon Sync is an "Agent-First" full-stack realtime framework that treats AI Agents as first-class design citizens, reducing coding errors via strong conventions.
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·3 min
GitHub Daily · July 10: The Agent Skills Ecosystem Explodes — AI Coding Enters the 'Skills Library' Era
July 10 GitHub Daily: The Agent Skills ecosystem explodes as over half of trending projects revolve around AI coding Agent skill libraries, with MCP as the standard interface.
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·6 min
Dify Local Deployment in Practice: A Complete Guide to Building an AI Application Platform with Docker
A complete guide to Dify local deployment: from Docker environment setup, source code pulling, and container startup to first access. Build a private AI app development platform across Linux, Windows, and Mac for fast enterprise AI deployment.
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·6 min
What Is an FDE? Decoding the Most Sought-After Hybrid Engineer in the AI Deployment Era
FDE (Forward Deployed Engineer) is the hottest emerging role in the AI deployment wave, combining a technical CTO, full-stack AI engineer, and business consultant. Learn the two FDE tracks, core skills, and how to transition into one.
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·4 min
Unsloth v0.1.463-beta: Fixes Studio Crash and llama-server Permission Issue
Unsloth v0.1.463-beta fixes a Studio crash caused by access-denied errors during llama-server service discovery. Improves stability for multi-user servers and Windows environments.
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·6 min
Steam Machine In-Depth: The Sweet Spot Between Console Convenience and PC Freedom
After weeks of hands-on time with the Steam Machine, it still carves out a unique niche thanks to its living-room-and-desk flexibility—even alongside a PS5 and Xbox Series X. Mature SteamOS, strong Proton compatibility.
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