Edward Tanoto

Product engineer · AI systems builder

I build small, sharp systems for product, research, and creative work.

Most of my current work sits at the edge of agentic workflows, applied AI interfaces, and calm product systems that turn messy work into repeatable loops.

open source

GitHub activity

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3,388

contributions · last year

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local telemetry

Token activity

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57.2B

claude + codex tokens

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projects.

selected systems

agentic-ai

4 min read

Interfaces for agentic workflows.

agentsfull-stack

aimmail

4 min read

A small mail product with a sharper loop.

emailautomation

grammable

4 min read

Language tooling for structured work.

aiproduct

xlstm-transformer

4 min read

Research implementation notes and experiments.

research

writings.

field notes

how i work for the greatest

5 min read

A compact note on how I like to move from strange prototypes into useful software.

methodworkinterface

redesigning a mobile web app

6 min read

Scroll story: narrative on the left, the screens it critiques pinned on the right.

critiquewalkthrough

interface as memory

4 min read

Notes on memory, continuity, and product surfaces that feel alive.

designsystems

notes on taste

3 min read

A short piece on making design decisions with less noise.

taste

methodology.

automate after three

4 min read

Manual repetition is a signal, not a lifestyle.

keep artifacts close

4 min read

The best review surface is usually beside the work.

prototype strange first

4 min read

Find the weird useful edge before polishing the system.

art.

dithered cities

4 min read

Halftone city fragments and interface backdrops.

generated textures

4 min read

Material tests for product atmospheres.

pixel botanicals

4 min read

Small generated studies in texture and restraint.