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Andrew Blake · Behavioral science + infrastructure

Behavioral research that lives outside the citation.

For researchers and for AI-coding operators.


Two flagships.

What I ship

A pattern in the evidence

Built for the lab. Adopted by the agent.

Researchers and the AI-coding operators downstream of them keep hitting the same wall. The tooling under their work is private to whoever wrote it, and rots with them. The artifacts on this site treat that tooling as the actual product, versioned and importable and reversible. The paper and the workflow are things that happen on top of it.

Researchers methods + trials Operators AI-coding workflows Shared substrate provenance · reversibility audience-shaped surfaces SMART Suite adaptive trials agentic-rag multi-agent retrieval