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Sun, Jul 12, 2026Sunday, July 12, 20261 entry

NoteBuild systems around models

Pipe the Failing Run's Log Instead of Describing It

A training run died overnight at step 41,000. Your paraphrase of the traceback ("something about shapes") is less useful than the traceback.Quick thoughtclaude-codepractice

Sat, Jul 11, 2026Saturday, July 11, 20261 entry

NoteBuild systems around models

Move to the Agent SDK When You Need to Own the Run

Running an agent by hand from a terminal is how you try an idea. Running it over 200 eval tasks every night is an experiment, and an experiment needs what a…Quick thoughtclaude-codepractice

Fri, Jul 10, 2026Friday, July 10, 20261 entry

NoteBuild systems around models

Measure a Model Reviewer's Recall and Precision Before You Trust It

Claude Code ships /code-review as a bundled skill. The commands reference says it reviews "the current diff, or a PR number, branch, or path you pass, for…Quick thoughtclaude-codeverification

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