A Practical Guide To PHP2Shell And The Node.js Security Release

PHP fixed two critical PHP2Shell flaws and Node.js patched ten vulnerabilities on Oct. 21. Here is what is confirmed and what operators should check.

The Revised Rules Of Engineering Management With Will Larson

In a Pragmatic Engineer interview, Will Larson discusses why management careers are changing and how AI is shifting technical decisions.

Critical PHP Flaws And PHP2Shell: The Dutch Government Website Outage

The Netherlands took several public websites offline as a precaution after critical PHP flaws were disclosed. Patches are available; compromise was not confirmed.

How An AI-Created Mod Helps Oblivion Remastered Run Better On PC

A TweakTown headline says Anthropic’s Claude helped create an Oblivion Remastered mod with a 40% performance gain, but testing details are missing.

Claude Duet: What Anthropic’s New AI Offering Means

A 9to5Mac headline names Claude Duet as an Anthropic offering, but its features, launch status and relationship to rivals remain unconfirmed.

Grok 4.7 In Viktor: Key Details About The AI Release

A headline says Grok 4.7 is now in Viktor, but details on the service, rollout, access and model capabilities remain unconfirmed.

How Much Did Anthropic Lose In The First Half Of 2026?

A headline attributed to The Wall Street Journal reports an $80 billion loss for Anthropic in the first half of 2026, but gives no accounting details.

Profiling TorchNeuron (Part 1): System-level Profiling On AWS Trainium.

Hugging Face’s TorchNeuron tutorial explains how to trace RMSNorm inference across PyTorch, the Neuron runtime and AWS Trainium hardware.

ChatGPT Ads Expands To 26 New Countries As Over 100,000 Advertisers Have Used The Platform

OpenAI says ChatGPT Ads is expanding to 26 additional countries and reports more than 100,000 advertisers have used the platform, but key details are missing.

Rutgers And IBM Demonstrate Real-Time Control Across 100 Qubits

A 156-qubit IBM processor ran repeated measurements and resets across a 100-qubit chain, demonstrating real-time quantum feedback control.