Writing
Technical notes — mostly AI security and .NET, from the software side of what I do. Things I hit in real work and thought were worth writing down properly.
Nothing matches that yet — and try something else.
The n8n + Claude Workflow Market: Who's Winning and Why
There are 1,784 n8n automation products on Gumroad. Most are dead. But buried in that data is a market that actually works — and it's dominated by a specific type of product.
Monetizing Developer AI Tools: Why Distribution Beats Product Quality
If you've built an AI tool and it's not selling, look at distribution first. The pattern across Gumroad, itch.io, and Etsy for AI-native products is consistent.
Gumroad Title Formulas That Win: Data-Backed Patterns for Dev Tool Sales
A look at the top-rated Claude and AI dev tool products on Gumroad reveals a clear pattern: specific, outcome-focused titles outperform vague ones by orders of magnitude.
There's a Second, Worse Semantic Kernel CVE, and It's Part of a Pattern
CVE-2026-26030 is a second, more severe Semantic Kernel RCE. Alongside TrustFall and a 10-CVE MCP ecosystem mapping, it shows the prompt-to-execution gap is architectural, not a one-off bug.
Your Semantic Kernel Agent May Still Be Vulnerable After the CVSS 9.9 Fix
On 7 May 2026, Microsoft disclosed critical vulnerabilities in Semantic Kernel, the official .NET framework used to build AI agents and LLM-powered applications. Among them was CVE-2026-25592, a vulnerability that received a CVSS 9.9 rating.