AI Poland 2026 · Free live-coding workshop

AI at Zero Token Cost: Local-First AI Applications

Live-coding workshop 100% free

AI at zero token cost.
Local-first, private, fast.

Join Julia Rapczynska and Markus Nissl to build faster, private, local-first AI applications: models that run on the device, so your data stays with you and there is no token bill.

Monday, 2 November 2026 · 17:00 CETOnline · Free

No fee, no ticket needed. Register with your e-mail and we will send you the link to join. With Julia Rapczynska and Markus Nissl.

Workshop host Julia Rapczynska Workshop host Markus Nissl
RUNS LOCALLY · $0 TOKENS
Julia Rapczynska & Markus NisslLocal-first AI
On your device

The model runs inside the laptop. Your data never leaves it.

You ask, the model answers on the device. No round-trip to the cloud, nothing to leak, and no token bill.

Summarize my notes AI No cloud Private Token cost: $0
Runs locally. Your data stays with you. private · $0 tokens
What we'll use
Local-first AIOn-device modelsWebGPUPrivacy by default
01 / FAST

Build faster.

Local-first AI apps respond without a round-trip to the cloud, so they feel instant.

02 / PRIVATE

Keep data private.

The model runs on the device, so user data never has to leave it.

03 / FREE

Zero token cost.

Inference happens locally, so there is no per-call API bill to pay.

Agenda

Full workshop description
and agenda coming soon.

We are putting the final details together. Register now to save your seat, and we will send you the full agenda and the link to join before we start.

Save my free seat
Meet your hosts
Workshop host Julia Rapczynska

Julia Rapczynska

Software engineer & speaker · local-first AI

Julia builds AI applications that put users first, with a focus on privacy and on-device models. She enjoys showing how much is possible without ever sending data to the cloud.

Local-first AIPrivacyOn-device models
Workshop host Markus Nissl

Markus Nissl

Software engineer & speaker · local-first AI

Markus works on fast, private AI that runs right in the browser and on the device. He likes turning the idea of zero-token-cost AI into applications you can actually ship.

Local-first AIWebGPUPerformance
Good to know

Before you join.

Is the workshop free?

Yes, completely. There is no fee and you do not need a conference ticket. Just register with your e-mail.

What is it about?

Building faster, private, local-first AI applications: models that run on the device at zero token cost. The full description and agenda are coming soon.

Do I need to prepare anything?

No setup is required to watch. Some familiarity with web or application development will help you follow along.

Who is it for?

Engineers and builders who want fast, private AI without the cost and data concerns of cloud APIs.

When does it take place?

The workshop takes place on Monday, 2 November 2026 at 17:00 CET (Europe/Warsaw).

How do I join?

Register with your e-mail in the form above. You will receive the link to the live session by e-mail, plus a reminder before we start.

Ready? Free

Save your free seat for Monday, 2 November.

Takes 10 seconds. You only need an e-mail address.

Save my free seat