QWE AI Academy Best Local LLM for Your Hardware: whichllm Guide [2026]
A new Show HN tool ranks the best local LLM for your hardware by real benchmarks, not parameter count. Here's how it works and where it slips up.
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OpenClaw Gateway: Beginner’s Guide to the AI Control Plane
A practical look at the OpenClaw Gateway - what runs on port 18789, why it refuses to start sometimes, and how the OpenAI-compatible endpoints actually behave.
Dnsmasq CVEs May 2026: Patch Guide & Check Your Router
Six new dnsmasq CVEs just dropped. Here's how to check your version, patch in minutes, and the AI-research angle nobody's talking about.
OpenClaw Assistant: Beginner Guide (2026 Tested)
A beginner guide to the OpenClaw assistant: end-state setup, the two install methods compared, real risks from ClawHub skills, and FAQ.
Hugging Face Malware Models: How to Spot & Avoid Them
A practical guide to the Hugging Face malware model problem: how pickle attacks work, the nullifAI bypass, the 244K-download fake OpenAI repo, and defenses that cover more than just the weights file.
France Encrypted Messaging Crackdown: How to Lock Down Signal Now
France's intelligence delegation just renewed its push to break Signal and WhatsApp encryption. Here's what it means and how to harden your setup today.
Local LLM Personal Assistant: A Beginner’s Honest Guide
Build a local LLM personal assistant that runs offline on your own machine. Honest setup guide covering Ollama, LM Studio, memory, and real limits.
LM Studio Trojan Detected: Fix Defender Quarantine Fast
Defender flagged LM Studio as a trojan? Here's the decision tree: verify the detection, restore quarantined files, and tell a false positive from real malware.
Ollama Malware: Real Threats & How to Lock It Down (2026)
Ollama malware threats are real - from Bleeding Llama heap leaks to poisoned GGUF templates. Here's what attackers actually do and how to harden your setup.
Dirty Frag Linux LPE: How to Defend Your Systems Now
Dirty Frag is a universal Linux LPE giving local users instant root. Here's the mitigation, the patch path, and what tutorials miss.
Self-Hosted Personal AI Assistant: A Beginner’s Real Guide
Set up a self-hosted personal AI assistant on your own machine using Ollama and Open WebUI - with real RAM specs, security gotchas, and honest limits.
DS4: Run DeepSeek V4 Flash Locally on Your Mac (Guide)
DS4 is a Metal-only inference engine for DeepSeek V4 Flash. Here's how to actually run a 284B-parameter model on a 128GB MacBook - and what breaks.