Blog
Write-ups with sources
Longer pieces on AI security, automation and infrastructure. Every post cites real, linked sources and is read by a person before it goes up.
"Patch Tuesday patches 1,411 flaws. Your triage should not be manual."
"Microsoft's October 2026 Patch Tuesday ships 1,411 fixes and 3 active zero-days. The automated triage order to run today."
"When the model writes most of the code, review is the bottleneck"
"Epic is reportedly moving a Marvel and Star Wars shooter to AI-written code. Here is the review pipeline I would build on day one."
"AI dev tools now clone Microsoft 365 apps wholesale"
"What this changes for the practitioners who have to respond, and what to automate first. Original analysis."
"gemini-flash-lite-latest 400 INVALID_ARGUMENT: the reasoning_effort parameter trap"
"gemini-flash-lite-latest 400 INVALID_ARGUMENT on every call. The culprit: reasoning_effort none. Isolate rejected parameters fast."