Rodin
7c64712c2f
New analytical lens testing concurrent write hazards against event-catalog.md. GPT-5 found 19 hazards, Opus 11, Sonnet 12. Union ~27 distinct findings. Key insight: this lens is high-value for event sourcing docs because replay correctness depends on ordering invariants that are often implicit.
Model Findings — Analytical & Research Work
Tracking what actually works (and doesn't) when using AI models for research, analysis, bias detection, and document review — not coding.
Started: 2026-04-26
Context
We use multiple models in different roles: Claude Code (Opus/Sonnet) for generation, Sonnet + GPT-5 for independent dual review, smaller models for focused analytical tasks. Most public discussion is about coding. We found almost no published methodology for using models in analytical research tasks (searched 2026-04-26). That gap is why we're tracking this.
Each experiment lives in its own file. See individual finding files below.