Tumanomir: What Actually Got Built After "Source of the Unknown"
A methodology is a hypothesis until something runs it against real specs and reports what broke. Tumanomir is that thing: three metrics, a 5-command CLI, and...
Technical Deep-Dives
Thoughts on Go, data extraction, AI tooling, and freelance engineering.
Source of the Unknown: Stochastic Engineering and Precision Measurement in the Age of AI Agents
For decades we worshipped the Single Source of Truth like a sacred artifact. Then autonomous AI agents arrived, and the sacred specification quietly became a...
DataScrapexter: Architecture of a Production Go Scraping Framework
Most scraping tools are either a thin wrapper around an HTTP client or a full browser automation harness. DataScrapexter sits between those extremes delibera...