Analytical reports, operational frameworks, and research notes from WBA's independent practice.
Thirty days of recorded tool calls from a live instrumented system: 121 tools, 6,406 calls, an 83.3% tool miss rate. What the record shows about measuring epistemic debt rather than arguing about it.
Analysis of how persistent context — files, documentation, and structured workspaces — functions as the critical infrastructure layer separating Stage 1 AI usage from genuine operational integration.
Analysis of epistemic debt — the systematic gap between what organizations believe and what is actually true — examining how it accumulates, why it goes undetected, and what structural patterns indicate elevated risk.
