The Scurry Lab

A personal R&D lab running on
human-AI teaming.

A career's worth of questions. Finally, somewhere to take them.

02Active Projects

Infrastructure Harness Layer

SCOPING

Research into a transparent middleware layer that intercepts standard API calls - invisible to calling agents. Hardware-aware harness configuration is the research direction.

PhaseResearch
Current MilestoneSequenced after Franklin Phase 1
Last UpdatedMay 8, 2026
ResearchInferenceHarnessOpen Source
03Articles
№ 001ORIGIN

Why the Lab

On a career of unanswered questions, the shift from chatbots to agents, and the night a chess analogy made something click.

May 20267 min read
№ 002FRAMEWORK

Harness Engineering: Exploring the Outer Layer

How I am building a harnessing framework for a heterogeneous agent lab.

May 2026~15 min read
04Framework
Harness Engineering Framework
A design vocabulary for the outer layer of AI deployment — four architectural layers, three profiles, two interactive tools. Franklin Phase 1.
Draft v0.1
InteractiveFramework Explorer4 layers · 3 profilesInteractiveAuthority × Autonomy MatrixRisk quadrants · Trust progressionProfileGlobal Harness Profile5 dimensionsProfileAgent Harness Profile5 axesProfileTask Harness Profile5 dimensions
© 2026 The Scurry Lab · Human AI teaming, demonstrated.malabar@thescurrylab.dev