Independent technical research
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Published work
Nov 9, 2026
The dangerous text-to-SQL failure is a query that runs and returns a plausible wrong number. This article examines how semantic layers govern definitions, validate queries, and expose the limits of current evidence.
Nov 9, 2026
Fast code generation can shift the constraint to integration. This evidence-limited analysis explains semantic conflicts, review infrastructure, and practical controls for agent-assisted development.
Nov 8, 2026
A practical framework for evaluating AI agents through governed context, controlled execution, evidence trails, scoped permissions, review infrastructure, and deliberate human approval.