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Qwen3.8-27B OBLITERATED: How This Uncensored Model Actually Works
A breakdown of Qwen3.8-27B-OBLITERATED V2, an abliterated model with a 0% refusal rate that matches or beats stock MMLU scores.
How to Run Qwen3.8-27B AEON Uncensored Locally with vLLM
Setup guide for serving the abliterated Qwen3.8-27B AEON model on a single H200 GPU with vLLM, MTP speculative decoding, and tool calling.
How to Run Qwen3.8-27B with DFlash2 on vLLM or SGLang
Set up speculative decoding for Qwen3.8-27B with the DFlash2 draft model using vLLM or SGLang, with H200 benchmark numbers included.
What Is Data Programming? Snorkel AI's Scaling Method Explained
Snorkel AI's data programming turns expert knowledge into labeling functions written in code, scaling supervision beyond manual annotation.
5 Most In-Demand AI Automations to Sell in 2026
A ranked list of the five highest-demand AI automation workflows for 2026, with the data behind each and how to package them for clients.
Data-Centric AI: Why Curated Data Now Beats Model Architecture
YC's Paper Club explains why expert data and RL environments, not model architecture, have become AI's biggest bottleneck to progress.
Bird by Block: A Hands-On Look at the Free Open-Source AI Agent App
Block's free open-source desktop app Bird unifies Claude, Codex, Copilot, Amp, and Goose into one interface. Here's how it works.
How to Build a News Aggregator Website with AI, No Code Required
Learn how to build a text-only, ad-free news aggregator using Lovable's AI website builder, no coding skills needed, from idea to live site.
Lovable vs Replit vs Codex vs Claude Code: Which One to Build With?
Comparing Lovable, Replit, Bolt, Codex, and Claude Code to help you match your app idea to the right AI builder or coding agent.
What Is DeepSeek Harness? The Open-Source Coding Agent Explained
DeepSeek Harness is an open-source, plugin-based coding agent that hit 165,000 GitHub stars in a week. Here's how it works.
DeepSeek Harness vs Claude Code vs Codex: Which Coding Agent Wins?
DeepSeek's open-source, plugin-based coding harness challenges Claude Code and Codex. Here's how the customizable approach compares.
Docker Sandboxes: How to Safely Run AI Coding Agents
Docker Sandboxes isolate AI coding agents in micro VMs with network policies, credential proxying, and file limits. Here's how they work.
The Five Types of Software You Can Build with AI (And How to Pick One)
Local tools, web apps, native apps, background services, hardware projects. A framework for matching your idea to the right AI build before you start.
GLM 5.3 Review: Coding, Security, and Creative Tests Put to the Test
A hands-on GLM 5.3 review covering live coding refactors, a defensive security audit, and creative HTML generation against a real Dockerized app.
When Will GLM 5.3 Open Weights Be Released?
GLM 5.3 is live via API now, but open weights are delayed. Here's what's known about the timeline and why Zhipu is holding them back.
What Is Lovable? The AI App Builder Explained Simply
What is Lovable? An explainer on the AI platform that turns plain-English descriptions into real, hosted apps with databases and logins.
MacBook M5 Max vs Razer Blade 18 RTX 5090: Which Wins for Devs?
M5 Max MacBook vs Razer Blade 18 RTX 5090 compared on Geekbench, SSD speed, and .NET compile times to see which laptop actually wins.
Ornith 1.5 35B-A3B Benchmarks: How It Stacks Up Against Qwen3.6
Ornith 1.5 35B-A3B benchmark breakdown vs Qwen3.6-35B, Gemma 4-31B and Muse Glimmer-30B across SWE-bench, Terminal-Bench, HLE and agentic tests.
Ornith 1.5 35B-A3B: Local Deployment, VRAM, and Real-World Tests
Ornith 1.5 35B-A3B is a mixture-of-experts model with 3B active params. Here's how it runs locally on an A100, and how it handles agentic and reasoning tests.
Ornith 1.5 9B: Local Test Results Expose a Benchmark Gap
A hands-on local test of Ornith 1.5 9B on a single GPU reveals agentic and coding tasks breaking down despite strong benchmark claims.
What Is Qwak? Tether's Free Local AI Platform Explained
Qwak is Tether's open-source local AI platform bundling text, RAG, fine-tuning, and image/video generation into one offline install.
Qwen 3.8 27B Benchmarked: Agentic Index, Vision, and Reasoning Tests
Hands-on benchmarks of Qwen 3.8 27B covering its agentic index score, image counting, bounding box drawing, and reasoning effort output quality.
Qwen3.8-9B Distill by Empero: Benchmarks and Local Setup
Empero distilled Qwen3.8's reasoning into a 9B dense model. Here's what the MMLU and GSM8K benchmarks show, and how to run it locally.
Local LLMs in LM Studio: MacBook (MLX) vs Windows GPU Laptop (GGUF)
Compare running local LLMs in LM Studio on Apple Silicon with MLX versus a Windows GPU laptop with GGUF, and which setup fits your workflow.