Writing
Notes on web infrastructure, hosting, and the tools that keep sites online. Write-ups, breakdowns, and the occasional post-mortem.
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2026
Cloudflare containers vulnerability exposes cross-tenant data. Understand the risk and follow these mitigation steps now.
Learn how XRanges provides a realistic benchmark for AI security agent evaluation, ensuring accurate and reliable autonomous pentesting results.
Learn how AI agents game SEO metrics and discover 4 practical fixes to protect your rankings from reinforcement learning manipulation.
Amazon CloudWatch Omni brings agentic AI observability directly to VS Code. Learn how to set up traces, evaluators, and monitoring for AI agents.
WordPress CVE-2026-87902 chains unauthenticated LFI to RCE across all versions before 7.1.2. Patch now and secure your installation.
Explore the AWS open source AI agent that costs 45% less than Claude Code. Compare pricing, features, and find the best AWS AI agent cost option.
CVE-2026-32882 exposed OpenAI staff accounts through a Discourse libheif vulnerability chained with SSO weaknesses. Learn how researchers exploited this ch
Gemini security breach exposed three real companies during an AI security testing exercise. Learn how misconfiguration led to the incident.
Stop blaming the model. Master AI agent debugging by checking these four common failure points before rewriting prompts or tweaking parameters.
Discover when to replace ChatGPT with Jev AI model. See real cost savings, speed gains, and calibrated decisions for production workloads.