ADA Handles

Custom wallet addresses secured on Cardano.

Co-founded with my second-eldest son in 2021. I run platform engineering and the AI ops layer.

The platform is a constellation of services across the github.com/koralabs namespace. The work in impact terms:

ADA Handles - address resolution on Cardano

H.A.L. - Handle Augmented Lifeform

One of the best minting experiences on Cardano.

A second product line, built on the on-chain primitives Handles introduced. We expose it as an SDK, a minting engine, and 3D-asset support, so other Cardano teams can ship NFT collections without rebuilding the contracts and orchestration we already worked through.

H.A.L. - Best Cardano mint experience

K.O.R.A.

Knowledge and Operations Response Assistant

A multi-component, autonomous, self-repair agent running day-to-day ops for the Handles ecosystem interfacing via Discord. She triages tickets, moderates, monitors, responds to alerts, orchestrates deployments, and synthesizes knowledge from the ecosystem history.

The pipeline is a chat gate into an AI provider into an executor into a worker.

She tests herself in three layers: hermetic with mocks, real-process against test services, live-canary on real data with no side effects. Nothing ships green-by-inference.

She uses Discord as the operator UI on purpose. Pinned messages contain the agent’s current settings. Operators can use plain language to flip toggles (“turn chat responses off”) or turn knobs (“increase GIF responses to 40%”). Alerts post to operator channels with enough metadata for K.O.R.A. to triage them. When someone types “deploy to mainnet” or “troubleshoot this ticket,” K.O.R.A. actually does the deploy or looks into the ticket.

K.O.R.A. - autonomous self-repair agent for the Handles ecosystem

PapaGoose LLC

My latest company.

Two AI-driven products. clicked.bio is an AI-driven links and posts platform for content creators and the agencies that manage them. Remindsly is an AI-driven reminder system that keeps after you until the task gets done.

Previous chapters

Earlier engineering at scale, before Kora Labs and PapaGoose.

Capital One, Master Platform Engineer, 2018 to 2022

I designed an autoscaled serverless Fargate platform that streamed 25,000 synthetic Kafka records per second from our ML team’s synthetic data models. Day-to-day I owned vulnerability monitoring and threat scoring across our team’s systems.

Xero, Senior SWE and DevOps, 2013 to 2018

Five years and roughly a hundred two-week sprints on a 2-million-user SaaS accounting and payroll platform. I built the contextual auto-complete search: two million indexed objects on AWS ElasticSearch, queried dozens of times per second.