cybersecurity

Your Data Lake Is Only as Useful as Its Ability to Answer a Question

You moved your security data out of the SIEM and into a data lake. Costs dropped. For the first time in years, you had budget to spare. Then an investigation hit — and your team spent two weeks findi

The SIEM Cost Trap — Why Your Data Lake + AI Agents Will Win

If you've ever sat across from your CFO, your VP of Engineering, or your board and tried to explain why your SIEM costs what it costs — you already know how this conversation goes. The short version o

The Math Problem AI Just Changed for Security Testing

Published: 2026-03-22 | RSA 2026 Pre-Conference SeriesHere's the problem every security team lives with but rarely says out loud. Your environment changes every time a developer merges code,

Four Generations of Broken Promises: Why AI SOC Agents Might Actually Be Different

Series: The SIEM & AI Reckoning — Article 1 of 10Over twenty years and hundreds of vendor pitches, one line never changes: "This is going to change everything." 2005, SIEM. 2012, Next-Gen

I Scanned 152 Files of My Own AI-Generated Code for Invisible Unicode Malware

Two weeks ago, a supply chain attack called Glassworm compromised 150+ GitHub repositories and 72+ browser extensions by hiding malicious payloads in characters that are literally invisible in every

Claude Code Has Two New CVEs — Here's What They Exploit and How to Harden Your Setup

Your engineers cloned repositories today. Probably dozens. If any of those repos contained a malicious .claude/settings.json, they may have executed arbitrary shell code without a single confirmatio

How I Made Claude Code Safer (And You Can Too)

I've been running Claude Code on real projects for months. It's great at writing code — but it doesn't always understand the consequences of what it writes. Claude Code validates which tools can run.

I Ran 849 Tests on AI Context Files. Here's What Actually Works.

After 849 controlled tests, $20 in API costs, and a week of experiments, I can tell you exactly how to organize your Claude Code reference files. The short version: Put everything in one flat fol

Pre-Selection Beats Post-Selection: How I Made Claude Code 10-30x Faster

Every code navigation costs time. When you multiply 300ms delays across hundreds of searches per day, you're losing hours p

4 Essentials for Executive & Business Buyin on your Incident Response Plan

The impact and subsequent fallout from a business-impacting cyber security attack are stressful at the best of times. Experience time and again shows that organizations without the benefit of an Inci

The CyberSecurity & Evolving Threats

Cybersecurity is a critical concern in today's world, as more and more of our daily lives are conducted online. The threat landscape is constantly evolving, and it can be challenging to keep up with t

Top 5 things for a Successful Cyber Response 'IR' Plan

Incident Response Planning & Strategy How important is an Incident Response Plan? Some studies show that just having a plan, can reduce the cost of a breach [example one](https://insights.integrity36