# Deterministic AI Workflows for a Large-Scale Code Base | Michael Hladky @ ngKato

*Talk | Katowice | 2026-05-21T00:00:00.000Z*

## Description

## Michael Hladky at NG-KATO 2026

NG-KATO returns with another community meetup focused on modern Angular development, frontend architecture, AI-assisted engineering, and the future of scalable software systems.

One of the featured speakers of the evening is Michael Hladky, CEO of Push-Based, Google Developer Expert, Nx Champion, trainer, consultant, and internationally recognized speaker focused on performance, architecture, CI, and AI-native engineering strategies.

In his talk, **“Deterministic AI Workflows for a Large-Scale Code Base”**, Michael explores why many AI-driven modernization projects fail — not because the models are insufficient, but because engineering teams lack structure, reproducibility, and governance.

The session demonstrates how to transform chaotic AI experimentation into deterministic engineering workflows capable of producing measurable and reliable outcomes for enterprise-scale modernization projects.

Topics include:

* Prompt design strategies
* Context and token management
* Workflow orchestration
* Tooling integrations
* Reusable AI skills
* Deterministic evaluation
* Reliable AI-native engineering systems

The talk is aimed at developers, architects, and engineering leaders who want to adopt AI in a scalable, controlled, and production-ready way.

### Event Details

📅 May 21, 2026
🕕 Starting at 18:00
📍 Avenga — Silesia Star Building B, 20 Uniwersytecka Street, Katowice

Attendees can expect technical talks, community networking, and practical insights into the future of Angular and AI-assisted software engineering.