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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

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

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