automation

Posts tagged with "automation"

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February 1, 20267 min read

Why I Built STUDIO: Four Generations of AI Code Supervision

Four AI orchestration systems taught me that 19 agents produce more drift than 3 supervised ones. STUDIO adds confidence scoring and preference learning.

#ai#architecture#automation#claude-code

January 25, 20269 min read

Building APL: An Autonomous Coding Agent for Claude Code

Build an autonomous coding agent that cuts context switches from 20 to 3 per feature using phased planning, ReAct execution, and persistent self-learning.

#ai#claude-code#automation#open-source

January 23, 20268 min read

How APL Built a 99-Lighthouse Blog in 6 Sessions

An autonomous coding agent executed 47 stories across 6 epics, producing 4,200 lines of code and Lighthouse 99 performance with two hours of human input.

#ai#automation#nextjs#project-showcase

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