Research Notes
Short, evidence-grounded research notes on the problems we are solving, the methods we use, and the limitations we acknowledge.
When policy changes, past release decisions are often re-graded against the new standard. Policy-version binding prevents this retroactive rewrite and gives regulated teams a defensible basis for every historical decision.
Read the note →AI coding agents can produce changes faster than teams can verify them. This research note examines the gap between generated code and the evidence required to release it, and what governance structures close that gap.
Read the note →A benchmark framework for evaluating verification evidence for AI-generated code changes.
Read the note →Comparing tickets marked closed with independently verified remediation evidence, based on synthetic illustrative data.
Read the note →A research note on the structural gap between security claims and the evidence required to support consequential release decisions.
Read the note →