Research and technical writing

Findings, methods, and technical notes from building and using Voratiq: evaluation, verification, workflow design, and the broader engineering of agentic systems.

Mar 10, 2026

Your Workflow is the Eval

A patch can pass tests and still be the wrong change. Workflow outcomes are often a better way to evaluate coding agents.

Feb 3, 2026

Selection Rather than Prediction

Which agent is best? It depends on the task. Selection from a candidate pool turns the prediction problem into an optimization problem.

Dec 18, 2025

YOLO in the Sandbox

We ran coding agents in unrestricted mode and logged every sandbox bypass. Most happened incidentally while agents tried to complete tasks.