Automatically save 'what changed and when' in your AI-managed work folders to git every night

When the contents of a folder change daily due to AI or automation, a morning will eventually come when you find that 'what ...
Security Boulevard

What continuous offensive security testing is and how to implement it

IntroductionContinuous offensive security testing (COST) is a model for running adversary-style tests whenever something material changes, such as a release, a new internet-facing asset, or a change ...

Is the setting value 0 true or false? — After testing with 12 conditional expressions, only 1 out of 29 cases matched. 9 traps where truth values are inverted

ConclusionWhether it is environment variables or configuration files, values arrive as strings. When those strings are passed ...
Security Boulevard

Suspected TraderTraitor Group Uses Trojanized Terraform Provider to Deliver Cross-Platform Malware

IntroductionIn July 2026, Zscaler ThreatLabz uncovered a campaign linked to TraderTraitor (also tracked as Jade Sleet, UNC4899, Pressure Chollima, and Slow Pisces), an advanced persistent threat actor ...
BIOENGINEER

New Security Framework Guards Shared Encrypted Databases Against Their Own Owners

Researchers have unveiled a security framework that protects privacy-preserving, secret-shared databases against malicious ...
MarkTechPost

What Happens When a Trusted Model Repo Changes? Unsloth Studio Re-Checks Before It Runs

Unsloth details how Studio scans model code, blocks flagged weights, inspects packages and sandboxes tools before anything ...
BIOENGINEER

AI Quality Gate Screens Code for Bugs and Smells Before It Ever Merges

Every time a software developer pushes new code to a shared repository, an invisible judgment is made: should this change be merged, scrutinized by a human reviewer, or rejected outright? In modern ...
Unite.AI

Chef Robotics Builds Food-Manipulation Robots on NVIDIA Isaac Stack

Chef Robotics announced on October 7, 2026, that it is building its food-manipulation robotic systems on NVIDIA's robotics development stack, adopting NVIDIA Isaac Sim, which is built on NVIDIA ...
Cyber Security News

CastleStealer Malware Uses Browser Protection Bypass and Remote Shell to Expand Attacker Access

CastleStealer upgrades target Windows users, bypassing browser encryption, executing remote commands and stealing sensitive ...
HackerNoon

Matryoshka RLM Tested: Can Coding Agents Query Huge Files Without RAG?

I drove its lattice-mcp tools by hand from a TypeScript client, checked every answer against grep, and hit five gotchas.
xenospectrum

Windows ML Adds Experimental GGUF Support via llama.cpp, but Not for NPUs

Microsoft's experimental Windows ML update adds a path for running GGUF models. Official documentation and packages show no NPU support, limited generation controls, different distribution ...
HackerNoon

Inside Jev: How Decision Models Trade Text Generation for Typed, Calibrated Answers

Jev, TypeSafe AI's System One decision model is a watershed moment in AGI. How it works, Jev source code in Python, ...