Notes on code, growth, and systems that shouldn't work but do.
Recent writing
Entity Injection: The 6-18 Month Citation Capture Window Before Enforcement
How to manufacture entity recognition in LLM retrieval systems using structured data injection, cross-platform seeding, and confidence score manipulation—while enforcement remains manual.
CASMOS: Optimizing for LLM Citations Instead of Rankings
A modular 5-step prompt system for exploiting AI-mediated search infrastructure. Research, strategy, content architecture, distribution, and monetization tactics for LLM citation capture.
URL Shorteners Are Accidentally Permanent Storage
Encode content into URL fragments, shorten with TinyURL, and the service becomes your host. How it works, browser limits, and why platforms are responding
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A minimal personal site with a git-based CMS, clean URLs, RSS, and zero client-side JavaScript on public pages.