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Field notes

Longer reads for teams who want the messy details, not keynote summaries.

Hero frame for Pairwise Grids Beat Lone Scores for Draft Reviews
2025-02-12

Pairwise Grids Beat Lone Scores for Draft Reviews

Why we stopped asking reviewers for single numbers and started forcing comparisons between outputs.

evaluation · cohorts · quality

Hero frame for Routing Tables for Models That Change Mid-Sprint
2024-11-03

Routing Tables for Models That Change Mid-Sprint

A lightweight routing table template we use when providers tweak tokenizers between sprints.

operations · routing · reliability

Hero frame for Notebook Contracts for Messy Experiments
2025-01-20

Notebook Contracts for Messy Experiments

Cell-level naming conventions that survived a six-week audit without slowing researchers down.

notebooks · governance · technical

Hero frame for Async Critiques Without Slack Drift
2024-09-15

Async Critiques Without Slack Drift

How we structure critique prompts so decisions stay attached to the work, not the chat thread.

design · async · collaboration

Hero frame for Smoke Prompts After Deploy: A Field Note
2025-03-02

Smoke Prompts After Deploy: A Field Note

What we log when a smoke prompt fails, and how we keep logs readable for humans.

automation · deploy · observability