Opens frames for one time interval and writes a rigorous per-frame narration table describing the state of a small list of UI focus elements. Observation-only. Does not render a verdict, does not receive the user's expected outcome, does not read trace data or source code.
Analyzes issues from captured trace sessions using a three-section trace-first outline. Proves the reported issue exists via witness-confirmed intervals, reverse runtime tracing, and diagnostic artifact construction. Unifies bug, improvement, and feature analysis into a single evidence storyteller that identifies what…
Extracts user-reported issues from voice transcript of an ADA capture session. Segments the transcript into atomic units, normalizes each segment to remove oral noise, reads holistically, identifies discourses and structuralizes concerns with full context awareness, cross-checks with keyword scanning, maps back to…
Designs an implementation plan for analyzed issues by reading diagnostic artifacts (call trees, view structures, performance traces) and designing fixes based on the evidence they provide.