Insights
Engineering, security and infrastructure — from the perspective of those who live it.
Defender Zero-Days: When the Protector Becomes the Attack Vector
SYSTEM-privilege CVEs and Microsoft-signed malware prove that blind trust in Defender is the real vulnerability your organization faces.
AI Writes Zero-Days Now — and the Window Collapsed
How AI moved from finding vulnerabilities to writing exploits and self-replicating through them — and why the discovery-to-exploitation window collapsed in 2026.
Supply Chain 2026: When Trust Became the Attack Vector
How SLSA provenance, code signing, and CI/CD became the attack vectors for supply chain attacks in 2026 — and what your company must do now.
Infrastructure AI Needs: Co-Design Is the New Paradigm
NVIDIA invested $40B in infrastructure and Vera Rubin proves it: the AI bottleneck isn't silicon — it's energy, fiber, and orchestration. The data center is the unit of compute.
Drupal SQL Injection: When the Abstraction Fails
CVE-2026-9082 exposed SQL injection in Drupal's abstraction API. 15K attacks in 48h. The patch was one line. Lessons on blind trust in frameworks.
NGINX Rift: 18-Year Bug Found by AI in 6 Hours
CVE-2026-42945: heap overflow in NGINX since 2008. AI found it in hours; patching thousands of instances takes weeks. The asymmetry that changes everything.
SEO for AI: Google's Official Guide That Changes Everything
Google published the definitive SEO guide for AI search. The message: there is no AEO or GEO. The same fundamentals that worked in 2020 work in AI Mode today.
PROMPTSPY: the Android malware that uses AI to operate your phone
The first Android malware powered by generative AI reads your screen, thinks, and acts autonomously. Technical analysis and defense strategies.
NATS as C2: When Your Infrastructure Becomes the Weapon
Attackers use NATS pub/sub as an invisible C2 channel. Learn how to detect and block malicious traffic disguised as legitimate microservice communication.
Containers Don't Isolate Workloads: CopyFail & DirtyFrag
Page cache CVEs collapse container isolation in Kubernetes. Why patches aren't enough and which architecture actually solves it.
AI FinOps: Model Selection Is Unit Economics
Paying 42x more for 0.6% better benchmarks is capital waste. Learn how to select AI models based on real cost and throughput per dollar.
The Harness Beats the Model — Claude Code Architecture
Claude Code has 1,900 TS files. Only 1.6% is AI logic. The other 98.4% is control infrastructure — and that's what separates reliable agents from demos.