AI PROJECTS LAB · PORTFOLIO HUB · STATUS: ACTIVE

JSG.ai
The AI Lab

A personal lab for applied AI — building real things, red-teaming runtimes, and replacing expensive SaaS with self-hosted systems that actually work. Every site in the network lives below.

$lab --status → shipping experiments since day one
// the network

Every site, one hub

A live portfolio of everything shipped from the lab — swipe or sit back and watch it rotate.

All sites at a glance

// projects

Current experiments

Active builds and research threads. Everything here is hands-on — no slideware.

Client project · Web

Hatchet Hangout website rebuild

Rebuilding a local venue's website from the ground up — replacing expensive SaaS subscriptions with a self-hosted site the owner actually controls.

  • Dropping costly lane-booking software
  • Replacing Mailchimp with self-hosted tooling
  • Mobile-first booking flow, full info on desktop
Research · Security

AI security research

Red-teaming AI runtimes: probing container boundaries, studying detection breadcrumbs, and doing detection engineering so the platform learns from the probing itself.

  • Container-escape hunting with working PoCs
  • Detection & response guidance for defenders
  • Responsible, documented, reportable findings
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More experiments

Additional projects land here as they spin up.

OWNER TODO: fill in future project details

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More experiments

The lab is never idle — this slot is reserved for the next build.

OWNER TODO: fill in future project details

// about

The builder

Builder and tinkerer working on applied AI — shipping experiments, automating the boring parts, and poking at systems to understand how they really work.

If a subscription is overpriced or a workflow is manual, it's a candidate for the lab.

// connect

Find the code

Open source as it matures. The GitHub profile link goes live here.

GitHub profile

GitHub profile coming soon.

OWNER TODO: add exact GitHub handle

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