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Security Engineering

Security Engineering

AI-SPM 101: How to Continuously Assess, Monitor, and Secure AI Systems in Production

Posts

AI-SPM 101: How to Continuously Assess, Monitor, and Secure AI Systems in Production

Most organizations can tell you, within a reasonable margin, how many servers they run, which ones are exposed to the …

  • AI Security Posture Management
  • AI-SPM
  • AI Red Teaming
  • Guardrails
  • +4
Aug 2026 · 11m Read
The keyv Worm Turned Credential Rotation Into a Trigger. Your Playbook Needs a New First Step.

Posts

The keyv Worm Turned Credential Rotation Into a Trigger. Your Playbook Needs a New First Step.

On August 4, 2026, a developer somewhere ran npm install. Before a single line of their own code executed, a worm had …

  • CybersecurityOS
  • Cybersecurity
  • Supply Chain Security
  • DevSecOps
  • +5
Aug 2026 · 15m Read
The Real Scandal in the Hugging Face Breach Isn't the Hacker — It's Who You Can't Call at 2AM

Posts

The Real Scandal in the Hugging Face Breach Isn't the Hacker — It's Who You Can't Call at 2AM

Here’s the detail nobody’s leading with: a company got breached, needed its AI tools to analyze the …

  • Hugging Face
  • AI Incident Response
  • Autonomous AI Agents
  • AI Safety Guardrails
  • +4
Jul 2026 · 6m Read
Non-Human Identity (NHI) 101: What It Is and Why It's Suddenly Everywhere

Posts

Non-Human Identity (NHI) 101: What It Is and Why It's Suddenly Everywhere

Every time you log into a system, you authenticate with a credential — a username and password, a passkey, an SSO …

  • Non-Human Identity
  • Machine Identity
  • Service Account Security
  • NHI Management
  • +3
Jul 2026 · 12m Read
GPT-Red: What OpenAI's Automated Red-Teamer Means for AI Security

Posts

GPT-Red: What OpenAI's Automated Red-Teamer Means for AI Security

OpenAI dropped research this week on GPT-Red — an automated red-teaming model built to break their own production models …

  • AI Red Teaming
  • Prompt Injection
  • Ai-Security
  • LLM Security
  • +1
Jul 2026 · 6m Read
AWS Security Agent: Continuous Penetration Testing and Threat Modeling for the AI Development Era

Posts

AWS Security Agent: Continuous Penetration Testing and Threat Modeling for the AI Development Era

Most security programs are still built around a calendar, not a codebase. A pen test gets scheduled once or twice a …

  • AWS
  • AWS Security Agent
  • AI
  • DevSecOps
  • +5
Jun 2026 · 7m Read
Threat Modeling in Plain English: A Guide for Engineering Teams

Posts

Threat Modeling in Plain English: A Guide for Engineering Teams

Most engineering teams know they should be doing threat modeling. Very few actually do it — and the ones who try often …

  • Threat Modeling
  • Cybersecurity
  • Security Engineering
  • STRIDE
  • +4
May 2026 · 10m Read
SPECTRA: AI-Powered Vulnerability Triage That Actually Works for Security Teams

Posts

SPECTRA: AI-Powered Vulnerability Triage That Actually Works for Security Teams

Security teams are not losing the fight because of bad tools. They’re losing it because of volume. In 2025, 131 …

  • AI
  • DevSecOps
  • Automation
  • Vulnerability Management
  • +8
May 2026 · 9m Read
Top 5 Claude AI Use Cases for Startup Cybersecurity Teams in 2026

Posts

Top 5 Claude AI Use Cases for Startup Cybersecurity Teams in 2026

The cybersecurity landscape shifted dramatically in 2026. With the launch of Claude Code Security in February and the …

  • Claude-Ai
  • Cybersecurity
  • Startups
  • Ai-Security
  • +6
Apr 2026 · 14m Read
Building a Secure DevSecOps Pipeline: Deploying to Amazon ECR with GitHub Actions and Trivy

Posts

Building a Secure DevSecOps Pipeline: Deploying to Amazon ECR with GitHub Actions and Trivy

In today’s rapidly evolving tech landscape, incorporating security into every step of the development lifecycle is …

  • DevSecOps
  • AWS
  • GitHub Actions
  • Container Security
  • +1
Dec 2024 · 5m Read
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