#local AI workstation

124 related articles

May 27, 2026·3 min

Running AI Models on a P106 Mining GPU: Build a Local AI Workstation for Under $10

Build a local AI workstation with a P106 mining GPU for under $10. Run Live Portrait and other AI models locally with full privacy, zero marginal cost, and incredible value.

Aug 4, 2026·2 min

FreqWave EQ: A Review of the Browser-Based Real-Time Audio Equalizer Extension

FreqWave EQ is a browser audio equalizer extension offering 8-band EQ, presets, and DSP compression to optimize podcasts, livestreams, and video audio in real time on Chrome and Edge.

Aug 3, 2026·2 min

antirez Strikes Again: ds4, a Pure C Local Inference Engine for DeepSeek 4

Redis creator antirez open-sources ds4, a pure C local inference engine for DeepSeek 4 Flash and PRO with native Metal, CUDA, and ROCm support, earning nearly 20K GitHub stars.

Aug 3, 2026·2 min

Cursor vs Codex vs Claude: Practical AI Coding Tool Selection in Cross-Platform Development Environments

Comparing Cursor, Codex, and Claude in cross-platform environments through real developer cases, analyzing compatibility with network folders, Windows Server, and enterprise setups to guide practical tool selection.

Aug 2, 2026·3 min

GitHub Daily · August 2: The Dual Explosion of Agent Web Access and the DeepSeek Ecosystem

GitHub Trending Aug 2: Agent-Reach enables zero-cost web access for AI Agents, while DeepSeek ecosystem explodes with ds4 inference engine and Reasonix coding Agent.

Jul 30, 2026·5 min

Home Network Device Isolation: A Complete Guide to Safely Exposing Self-Hosted Services to the Internet

Learn how to safely expose self-hosted services to the internet using DMZ, VLAN isolation, and VM approaches while protecting your home network from attacks.

Jul 30, 2026·2 min

EQK 3.0 Review: The First Dynamic AI Equalizer for Mac with Per-App Audio Control

EQK 3.0 is the first dynamic AI equalizer for Mac, featuring per-app EQ, 3985+ headphone correction profiles, native audio capture without virtual drivers, and 100% local processing with no subscription.

Jul 29, 2026·2 min

ComfyUI KREA 2 v1.2 Identity Edit Workflow: A Practical Guide to Low-VRAM Identity-Preserving Editing

A detailed guide to ComfyUI KREA 2 Identity Edit v1.2 workflow installation and usage, supporting low-VRAM GPUs for identity-preserving editing including pose changes, style transfer, face swap, and virtual try-on.

Jul 29, 2026·3 min

SCAIL 2 Deep Dive: Character Replacement, Physics Simulation & Object Permanence Performance Analysis

In-depth testing of SCAIL 2 video generation AI across character replacement, physics simulation, object permanence, and more—covering reference image prep, ComfyUI workflows, and real results.

Jul 28, 2026·4 min

Laguna S 2.1 Deep Dive: Hands-On Local Deployment of a 118B Parameter Coding Model

In-depth review of Poolside's Laguna S 2.1 open-source coding model: MoE architecture, RL training, DGX Spark local deployment, and real-world agentic coding tests with 8B active parameters.

Jul 28, 2026·2 min

Complete Tutorial: Installing MCP Connector in WorkBuddy and Syncing Skills Across AI Workstations

Step-by-step guide to installing MCP connector in WorkBuddy and syncing Skills across Cursor and other AI workstations via AI conversation.

Jul 27, 2026·3 min

Agent Skills Explained: Solving the MCP Context Bloat Problem

Deep dive into Anthropic's Agent Skills mechanism, explaining how Progressive Disclosure solves MCP context bloat and tool calling accuracy issues in AI agents.

Jul 27, 2026·2 min

RX 9060 XT vs RTX 5060 Ti: How to Choose a GPU for Local AI

RX 9060 XT vs RTX 5060 Ti both offer 16GB VRAM — which is better for local AI inference? A full comparison of CUDA ecosystem, ROCm compatibility, LLM performance, and real-world usability.

Jul 27, 2026·2 min

RX 9060 XT vs RTX 5060 Ti: Which GPU to Pick for Local AI?

RX 9060 XT vs RTX 5060 Ti — both 16GB VRAM, but which is better for local AI? We compare CUDA ecosystem, ROCm compatibility, LLM inference, and real-world usability.

Jul 27, 2026·3 min

Sebastian Lague's Custom Graphics Library: A Complete Breakdown of Building a Renderer from Scratch

Deep dive into Sebastian Lague's experiment building a graphics library from scratch, covering rasterization, depth buffering, texture mapping, and the educational value of software renderers.

Jul 26, 2026·4 min

Gemini API in Practice: Building AI Agents with Files

Google's official hands-on: how to go from idea to production fast with AI Studio and build AI Agents using the now-GA Interactions API. The core idea—Agents are just combinations of files.

Jul 26, 2026·5 min

Gemini API in Practice: Building AI Agents with Files

Official Google hands-on: go from idea to production fast with AI Studio, and build AI Agents with the now-GA Interactions API. The core idea: an Agent is just a composition of files—Markdown plus a few scripts, no complex Python loops needed.

Jul 25, 2026·3 min

Laguna S 2.1: The Open-Source Coding Model That's 14x Smaller Yet Stronger

Poolside releases Laguna S 2.1, an open-source agentic coding model: 118B total params with only 8B active, scoring 40.4% on DeepSWE — ~4.5x DeepSeek V4 Pro Max. Supports 1M-token context, deployable on a single workstation.

Jul 25, 2026·6 min

How the Creator of Redis Squeezed a 284-Billion-Parameter DeepSeek Into an Ordinary Laptop

Redis author antirez built the pure-C inference engine DS4 "Dwarf Star," compressing DeepSeek V4 Flash from 500GB to 80.8GB via asymmetric quantization for local deployment on 128GB unified memory at 26.7 tokens/sec.

Jul 25, 2026·6 min

How the Creator of Redis Squeezed a 284B-Parameter DeepSeek into an Ordinary Laptop

Redis creator antirez built DS4 "Dwarf Star," a pure-C inference engine, using asymmetric quantization to compress DeepSeek V4 Flash from 500GB to 80.8GB for local 128GB unified-memory deployment at 26.7 tokens/sec.