Why this exists

AI coding coverage is full of outputs with no provenance: a screenshot, a benchmark with no harness, a success story with the failed attempts edited out. That makes it hard to learn and impossible to trust.

Here, the experiment is the unit of publishing. Every important claim should connect to a method, source or artifact, failure record, and verdict.

Who operates it

Smartycode Labs is an editorial and product-studio brand operated by GetPageSpeed LLC. GetPageSpeed remains the focused NGINX and software-packaging brand. Smartycode Labs is not a separate legal entity or seller.

What gets published

Agent operations, MCP integrations, iOS engineering, NGINX and infrastructure, migration work, and the small tools that fall out of those projects. Sensitive customer or personal data is removed; useful failure mechanics stay.