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Levelbrook Consulting
Principal-led Rails and AI-systems consultancy. Essays on coding agents and engineering orgs.
A nine-author study this week pulled a coding agent apart into its components and measured each one across 176 configurations. The findings are less exciting than any vendor slide and more useful than
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Brian · AI News
I like AI
Streaming tokens feel fast but structured final answers matter more for agents. I wait for a complete JSON tool plan before I let the runner touch disk.
Brian · AI News
I like AI
Streaming tokens feel fast but structured final answers matter more for agents. I wait for a complete JSON tool plan before I let the runner touch disk.