Security infrastructure for building AI in SecOps

Some of the security industry is still cautiously evaluating its relationship with AI. They are weighing questions, sitting with uncertainty, and waiting for something to ease their concerns about trusting AI in production. This post isn't for that group. This is for AI tool developers already in motion. The ones who vibe-coded a log parser over a weekend, spun up local inference on dedicated hardware, or ran cross-model research pipelines across multiple data sources.

Is Your Security Built for Today's World?

MSPs are under pressure to deliver stronger security across a growing customer base without adding more tools or people. Despite this, many still rely on approaches that don’t scale, leading to gaps, alert overload, and missed opportunities to grow their security business. The goal of this 30-minute session is to help MSPs take a step back and assess how they’re delivering security today. We’ll walk them through the most common pressure points, help identify where their current approach is falling short, and guide them toward the next conversation based on what matters most to their business.

Analyzing TAX#TRIDENT: Fake Indian Tax Lures Pivot Across ZIP, VBS, Stego and PHP-Wrapped VBS Delivery

Securonix Threat Research tracks TAX#TRIDENT, an active fake Indian Income Tax-themed campaign that uses three delivery paths to reach Windows endpoints. The campaign starts with fake tax assessment lures and then moves victims toward ZIP files, VBScript downloaders, or PHP-looking web endpoints that actually return script content.

What is an intelligent workflow? The enterprise blueprint for moving past automation

Every team has a workflow that technically works but actually runs through Slack threads, forwarded emails, and "Hey, can you check this?" messages. Security teams see it in alert triage that depends on three analysts knowing which tab to check. IT teams see it in onboarding that breaks every time HR adds a new system. Ops teams see it in access requests that loop through five tools before anyone clicks approve. The work gets done, but it doesn't scale, and it doesn't survive a team change.

"Dirty Frag", Canvas ransomware, "Mini Shai-Hulud" malware & AI-developed zero-day exploit [324]

In this episode of The Cybersecurity Defenders Podcast, we discuss some intel being shared in the LimaCharlie community. Support our show by sharing your favorite episodes with a friend, subscribe, give us a rating or leave a comment on your podcast platform. This podcast is brought to you by LimaCharlie, maker of the SecOps Cloud Platform, infrastructure for SecOps where everything is built API first. Scale with confidence as your business grows.

DDoS Attack Prevention: 15 Best Practices to Stop Attacks in 2026

DDoS attacks cost businesses an average of $6,130 per minute in downtime losses. According to the Indusface State of Application Security 2026 report, 70% of all websites faced at least one DDoS attack in 2025, attacks per website grew 27% year over year, and APIs were targeted 675% more than traditional websites.

AI builders can now easily access 1Password secrets management and developer tools

AI coding tools have changed who builds software. The barrier to entry has dropped to the point where a designer, an analyst, or a first-time founder can turn an idea into a working app in an afternoon. That shift is real, and it's accelerating.

How to Integrate ITSM in Aurora Vulnerability Management for Better Visibility & Faster Remediation

See how Arctic Wolf Aurora Vulnerability Management turns risk visibility into remediation through seamless integrations with partners like ServiceNow and ConnectWise. This demo shows how automated ticketing, unified workflows, and prioritized findings help security and IT teams accelerate remediation without added workload.