Personal systems index

Building local-first AI tools with evidence, structure, and review loops.

I design small, durable product systems for private AI workflows, structured creativity, decision ledgers, and platform feedback loops.

GitHub Email

Work in progress

Product families

Five connected directions: private AI tooling, research, creative operating systems, traceable decisions, and measurable engineering loops.

01

Privy

Privacy-first AI tooling that keeps sensitive work local by default.

Open Privy 02

Arcframe

A structured creative system for stories, visuals, and narrative worlds.

Open Arcframe 03

AI Research

Independent research on AI papers, systems, local inference, and industry change.

Explore AI Research 04

Ledgeria

Decision, evidence, tradeoff, outcome, and review as a traceable ledger.

Open Ledgeria 05

Loop

Signal, diagnosis, action, and review loops for platform engineering.

View Loop

Contact

Direct channels

Pattern

Build small systems that remember why they exist.

The shared thread is operational memory: private inputs, explicit frames, structured decisions, and review cycles that improve the next action.