woodson.aiChris Woodson. Data & AI engineer at Augment Risk, building AI-native data systems on a small team, and writing about music theory, film, trivia, and language off the clock.https://woodson.ai/The user isn't logged inhttps://woodson.ai/words/steering-claude-code-tone/https://woodson.ai/words/steering-claude-code-tone/Steering Claude Code's tone with a custom output style, without hurting the code it writes.Wed, 01 Jul 2026 00:00:00 GMTEvals are just unit tests that hurt your feelingshttps://woodson.ai/words/evals-are-unit-tests/https://woodson.ai/words/evals-are-unit-tests/A working harness for catching the moment your model gets worse, before the customer does.Mon, 18 May 2026 00:00:00 GMTA data platform is a promise you keep at 3amhttps://woodson.ai/words/data-platform-promise/https://woodson.ai/words/data-platform-promise/Every tool choice is downstream of one question. Does the number mean what someone thinks it means?Thu, 09 Apr 2026 00:00:00 GMT