Building a system to perform initial assessment of vulnerability news impact on our company every morning using Claude

I am Miyama, in charge of infrastructure and SRE in the Product Development Department at PRONI Inc.TL;DR I built a system ...
cybersecuritynews

Hackers Use ARTEX AI to Automate Enterprise Attacks at Machine Speed – Insights for Defenders

AI-powered offensive frameworks are helping attackers move from stolen credentials to cloud privilege escalation, lateral movement, and data theft in minutes. Recent ARTEX campaigns show why ...
HackerNoon

AI Training Environments That Evolve to Target Each Agent’s Weaknesses

Google's EnvHarness and EnvRigger reshape static environments around an agent's diagnosed flaws, beating domain-specific ...
HackerNoon

Secure Code Benchmark Finds Top Coding Agents Write Secure Code Only 25% of the Time

A 450-task benchmark built from real CVEs shows even the best AI coding agent writes code that's both working and secure only ...

I tried letting Meta Muse use Codex. Automating development with AI agents and building a secure execution environment

Software development using AI has made significant progress over the last few years. By using OpenAI's Codex or Anthropic's Claude Code, it has become possible to handle everything from program ...
GitHub

Qwen3.8-Flash-Next on DGX Spark

You need a GB10 system with 128 GB of unified memory, Docker with the NVIDIA runtime, and roughly 140 GB of free disk for the weights plus 13 GB for the hybrid layout ...