Python
The Ignition Key Paradox: Eliminating LLM 'Skimming' via Tokenized Runtime Governance
This engagement involved auditing a high-complexity Memory Gateway where documentation-only governance was failing. By re-engineering the boot sequence into a tokenized …
autocomplete_multiplex.py: Routing keyword research across three API backends with automatic failover and credit tracking
autocomplete_multiplex.py was built to solve a practical problem: running keyword autocomplete queries at scale across a multi-agent AI infrastructure where different agents have …
JobHarvest: A scoring and filtering system for SEO job leads — built because most job boards waste your time
Senior SEO job searching without a filter system produces noise: junior roles, EU-only listings, mismatched titles, and remote-listed roles that turn out to be location-specific. …