holdout
Asks several LLMs to reason independently, seals each rationale before reveal, and preserves the disagreement instead of dissolving it.
A running list of things I've built or am building, mostly small, mostly in public.
Asks several LLMs to reason independently, seals each rationale before reveal, and preserves the disagreement instead of dissolving it.
A Go binary that runs a complete DuckDB ETL pipeline from a YAML file. No Python env, no Spark cluster, no Airflow.
An MCP server that runs agent code inside zero-CVE hardened containers, plus two browser demos of the container-security value prop.
A natural-language-to-SQL agent over DuckDB that doesn't trust its own first answer — it runs every result through a four-tier verification ladder first.
A zero-config Spring Boot starter for DuckDB and MotherDuck — the Maven Central starter that should exist but doesn't.
A historical campaign simulation where every death has a cause you can read and every outcome replays identically from the same seed.
Trace a relationship from "you" and see its name across two dozen South Asian languages, grouped by language family.