Events | Chaos Gears

Three ways to run Claude – comparison

Paweł Dzikiewicz — 2026-08-20T09:00:00.000Z

Claude API, Amazon Bedrock, and Claude Platform run the same models but differ in data residency, rate limits, billing, and setup. In this session, we’ll compare all three so you can pick the right one for your use case.

AI-DLC: One integrated workflow

Paweł Grabiński — 2026-07-30T09:00:00.000Z

AI coding already works. The problem is that every engineer is running it differently, with no shared context, process, or ownership. This session covers the engineering patterns that fix that, and what changes for the humans in the loop.

Securing AI agents: where threats hide in agentic systems

Piotr Krawiranda — 2026-07-16T09:00:00.000Z

In this session, we break down how real-world agent attacks actually work, using actual payloads and documented breaches. Then we walk through the layered defences that hold up in production.

From SQL scripts to a production data platform on AWS

Kamil Bartosik — 2026-06-18T09:00:00.000Z

In this session, we’ll explore how modern data orchestration solves the challenges created by scattered scripts and growing collections of cron jobs, and why Apache Airflow has become the industry standard for building scalable data workflows.

Building a research data & AI platform for medicine at the IKARD

Rafał Mituła — 2026-06-16T07:45:00.000Z

During the Health AI & CyberSec Summit 2026, together with Hubert Łazarczyk, Head of the Center for Digital Medicine at the National Institute of Cardiology, we presented how we built a healthcare data platform on AWS that unifies structured clinical records and medical imaging datasets.

Strands Agents — AWS’s model-driven approach to AI agents

Gracjan Strzelec — 2026-05-21T09:00:00.000Z

In this session, we’ll explore AWS’s Strands Agents SDK, its model-driven approach, core building blocks, and hands-on code demos, so you can see how little it takes to go from idea to a working agent on AWS.

AWS Summit Warsaw 2026

Tomasz Dudek — 2026-05-06T06:00:00.000Z

As a Diamond Partner at AWS Summit Warsaw 2026, we invite you to our expert-led sessions – where we share how we apply cloud, data, AI, and AWS to drive real business outcomes for our customers.

AI advantage in customer service

Jakub Forysiak — 2026-04-23T09:00:00.000Z

Customer support is evolving beyond simple chatbots to intelligent, explainable decision layers that enhance efficiency and safety. In this session, we’ll show how AI running on AWS can validate workflows, detect sensitive cases and prevent policy bypass attempts.

AWS-native multi-tenant RAG

Paweł Grabiński — 2026-03-19T10:00:00.000Z

AI that works in production starts with the right architecture. In this webinar, we’ll walk through RAG fundamentals, AWS services, vector stores, and multi-tenant patterns with guidance on how to match them for scale, performance, and cost.

GenAI voicebots on AWS in action

Krzysztof Fudała — 2026-01-15T10:00:00.000Z

Discover how to implement voice-powered AI solutions across different industries. Our expert will demonstrate practical voicebot applications and share lessons from real production deployments on AWS.