✳EXCALIBUR / STUDIOPERSONAL STUDIO

02 / RESEARCH

Follow the
signal.

Research threads across models, data, knowledge systems, and the relationships that emerge when ideas are examined from more than one angle.

01 / MODELS

Model systems

Notes on model behavior, inference, evaluation, and the practical trade-offs of running intelligent systems.

SQUARE / FOUNDATION
02 / KNOWLEDGE

Memory & retrieval

Research into knowledge structures, provenance, retrieval, and ways to make information useful over time.

SQUARE / CONTEXT
03 / INFRASTRUCTURE

Data & tooling

Exploring the systems that connect storage, APIs, observability, and agent workflows.

SQUARE / FRAMEWORK