Autonomous AI Architecture & Growth Studio

One Studio. Five Agentic Paradigms.

Execute self-grading loops, parallel Diamond graphs, Claude role archetypes, and open-source stack migrations with zero subscription fees.

Boris Cherny & Karpathy Self-Grading Loop

Pass Target: ≥ 8/10

Drafts an asset, harsh-scores it (1–10) across your exact criteria, flags the weakest gap, and rewrites until clearing the quality gate.

Objective / Goal

Measurable Criteria (No Soft Passes)

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