Calling External Commands from Python: Separating Arguments, Exit Codes, and Timeouts

When automating tasks with Python, you often want to call other programs on your machine. However, there is not just one ...

Even if you forbid .env, Python can still read it

API keys. Suppose you wrote this one line in your Claude Code configuration file.{ "permissions": { "deny": ...
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 ...
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 ...
quantumzeitgeist

NVIDIA NeMo Relay traces how AI agents complete tasks

NVIDIA NeMo Relay traces agent behavior to pinpoint inefficiencies—like repeated searches or truncated reads—that impact ...
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, ...
BIOENGINEER

AI Agent Team Teaches Itself to Hack Binaries and Write Working Exploits

A team of cybersecurity researchers has unveiled an artificial intelligence system that can take a stripped-down binary ...
NetEye Blog

MCP or CLI? Pros, Cons, and the Real Limits with Local Models

One MCP server for the filesystem, one for Git, one for Jira, one for the database, one for Icinga, one for the browser, one for email… and before long you find yourself with ten or fifteen servers ...
cloud

Defending Against Active Exploitation of Citrix NetScaler ADC and Gateway Appliances

Exploitation of CVE-2026-88772 bypasses authentication and triggers an unhandled termination of the NetScaler Packet Processing Engine (NSPPE) to establish initial root-level access. Analysis of the ...

He failed Python once, then earned an S grade: Kaushal Prajapati’s journey from ONGC to AI-ML

Kaushal Prajapati transitioned from an eight-year career as a production supervisor at ONGC Petro additions Ltd to an AI-ML engineering role after completing IIT Madras’ BS in Data Science and ...
Acronis True Image

JSON alert examples

{"id":"A5BD4F48-6D24-4FF0-BD43-FD7CE7367B0E","type":"EDRIncidentDetected","createdAt":"2025-10-24T15:24:25.873371Z","severity":"warning","receivedAt":"2025-10-24T15 ...
marktechpost

Designing Skill-Driven Financial Analysis Agents with Claude, Python, MCP Connectors, and Automated Deliverables

In this tutorial, we build an advanced workflow around Anthropic’s financial-services repository and reproduce its skill-driven architecture in pure Python. We begin by installing the required ...