Articles
Long-form writing on tech, culture, and the edges of the internet.
The Real Risk Isn't AI-It's Context Ignorance in Cybersecurity
AI-generated attacks fail in production due to unvalidated assumptions about access controls. The real risk isn't AI-it's context ignorance in cybersecurity operations.
The Router Is Not a Passive Device - It's the Attack Surface
Routers with default credentials and unpatched firmware are actively exploited due to lack of visibility and control. This post defines what failed, why it failed, and the systemic pattern that enables exploitation across infrastructure types.
Why 'AI Agent in Seconds' Platforms Fail in Production
Most 'AI agent in seconds' platforms sacrifice reliability for speed. Real production use demands validation, state persistence, and observability-features most no-code tools lack. This post explains why quick deployments fail at scale and how to build systems that actually endure.
Why Cloudflare CLI Automation Fails Without Verification
Cloudflare CLI automation fails without verification. This post explains why input validation, output checking, and idempotency are essential for reliable deployments-without speculative claims or exaggerated risks.
Why LLM Outputs Fail in Production-and How to Fix It
Non-deterministic LLM behavior leads to silent failures in production when outputs aren't validated. Learn how structured validation prevents cascading errors in real-world systems.
A single compromised email led to 7.7TB of LAPD data exfiltration - here's what telemetry actually showed
A compromised admin email led to 7.7TB of LAPD data exfiltration. No exploit, no payload - just valid API access and unmonitored behavior. What telemetry actually showed.
AI-Driven Attacks Expose a Fundamental Control Failure
Large-scale automated login attempts in Q2 2024 highlight a critical control failure: identity enforcement at request boundaries. The real risk is not AI, but trusting input based on origin rather than verification.
April 16 Cisco patches changed your threat model
Cisco's April 2026 patch wave includes seven Critical CVEs including a CVSS 10.0 RCE in FMC. Triage, detection, and architectural fixes for enterprise CISOs.
axios CVE-2025-3891: What the Advisories Don't Say About Immutable Images
CVE-2025-3891 in axios allows prototype pollution leading to RCE. This post reveals why deployed container images remain at risk even after patching, due to missing artifact provenance and immutable verification.
Chrome's Renderer Process Vulnerability: Understanding the Exploit Window
Critical vulnerability CVE-2026-1847 in Chrome's renderer process allows remote code execution. Exploitation window exists due to delayed enterprise patching, with telemetry showing memory reads and DNS anomalies but no reliable detection across events.
Cisco's Latest Security Updates: What They Mean for Enterprise Strategy
Cisco's Q1 2024 security updates redefine enterprise defense with automated access controls, real-time threat intelligence integration, certificate-based authentication, unified telemetry, and continuous compliance validation-key shifts for modern cybersecurity strategy.
CVE-2026-4747: How a FreeBSD Kernel Flaw Enables Remote Privilege Escalation
CVE-2026-4747 is a remote root exploit in FreeBSD's kernel due to memory corruption during process creation. Learn how attackers gain full access without authentication and what admins must do immediately to defend their systems.