## The Consistency Quadrant: A Visual Guide to LLM Reliability Mapping structural variance against execution outputs to estimate coding agent reliability without ground truth. Just interested in the code for this project? Find it here. I do not think it’s an overstatement to say that the worlds of software engineering, data science, and analysis are in the process of rapid and dramatic transformation due to AI tools. This transformation crept up on the community over the course of 2025 and has really exploded since the beginning of 2026 with the widespread adoption of coding harnesses like…