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The research bench / 3 active experiments

Not everything is a polished product.

My laboratory for agent protocols, memory graphs, and experimental tools. The messy experiments here are where my production architectures get proven.

Decision bench / how I choose

Tradeoffs, weighted in the open.

The weighted heuristic rules I use when choosing frameworks, model routing, and storage layers. A decided option is a fact; an open one is an experiment.

DATABASE

Postgres20
Supabase10
Firebase5

AGENT FRAMEWORK

OpenClaw20
LangChain6
AutoGPT4