7 PM - Food and socialization
announcements
7:15 - 8 Presentation
8 - questions, discussion

Join us for an informative session on AWS Kiro, the new AI-powered Integrated Development Environment
that's enhancing the software development process.

We'll explore how Kiro leverages spec-driven development to improve coding efficiency and quality.

In this talk, you will learn how Kiro translates natural language inputs into structured outputs through its spec-driven development approach, delve into its AI capabilities for code generation, task automation, and understand the flexibility offered by its dual operational modes - Spec Mode for detailed planning and Vibe Mode for rapid prototyping. We'll examine real-world examples demonstrating practical applications in various development scenarios.

This session is suitable for developers of all levels interested in understanding how AI is shaping the future of software development.

IndyAWS

Nathan Hiscock

Austin Ottinger

Denver

Steve Bradford

Jason Karrel

Auri A. Rahimzadeh

caleb

Salih

Matt

John Shouse 

harsh

Vipan Kumar

Pardeep Gill

Chris Nelson

Vasyl L

Vinay Amaranathan

HEMANTH SHIVANNA

Darren Mills

Jim Grabinski

Pranav Ghosh

Development with AWS Kiro : The AI-powered IDE

BlackInk IT

The November edition of IndyPy explores how Python brings structure to chaos and intelligence to your workflows. From powerful data validation with Pydantic to building real-world AI agents that interact with internal systems, you'll discover tools and patterns that help you wrangle messy inputs, streamline complex logic, and unlock the full potential of Python in modern development.

Whether you're dealing with unpredictable data or exploring the promise of agentic AI, these talks will leave you equipped to build smarter, more resilient apps.

**Join us either in person or remotely for our hybrid event!**

* **IN PERSON:** SEP @ 16080 Westfield Blvd., Carmel, IN (on the corner of 161st & US 31)
* **REMOTE:** [Register to get the Zoom link](https://sixfeetup.zoom.us/meeting/register/0pDy26FDT-CsWxpWk1V7pA).

**AGENDA**

**7 - 7:15pm:** Announcements and Introductions

**7:15 - 7:45pm: “Pydantically Perfect in Every Way” by Kyle Adams, Test Double Staff Software Consultant**
In the real world, data is messy.

Required information is left out, a number is typed with an O instead of a zero, and don't even get me started on date formatting. Python has a reputation as being THE language for wrangling info; however, how can we protect our apps from all that data debris? Pydantic is a library for modeling data, but that simple task belies its power to bring order to the data chaos. If you've ever asked yourself, "what's in this dictionary again," this talk is for you. Validation, serialization, mapping, conversions… we'll cover a variety of ways to wrangle your bits and bytes into data zen.

Working through a series of exercises, we'll learn about

1. getting data in to and out of models,
2. using advanced features to simplify complex data, and finally
3. look at how Pydantic has become the foundation for everything from database access to AI.

**7:45 - 8:15pm: “What Are AI Agents, Anyway?” by Robert Herbig, SEP Lead Software Engineer**
Python developers have watched terms like 'AI agent', 'agentic AI', and 'agent-based systems' gain traction alongside the rise of Generative AI. These systems promise to autonomously execute complex workflows and adapt as requirements change, with minimal human oversight. But what is an AI agent, and how does it differ from a stand-alone model? Why do so many implementations fail to live up to the hype?

In this talk, we'll demystify AI agents by exploring their core principles and design patterns. Then we'll see those patterns in practice through Hexter, SEP's Python-based AI agent that allows us to converse with our internal company data. Come see how Python lets us build, prototype, and reason about agentic workflows.

**8:15 - 8:30pm:** Door Prizes

**8:30 - 9pm:** Networking & General Discussion

Guests are welcome to attend, but please have each person RSVP on their own Meetup account.

IndyPy

Pam Novack

Laura Stephens

Calvin Hendryx-Parker

Milos Stsf

Kyle Adams

Robert Herbig

pratiksha dubey

Mustafa Prodhan

Ege Akman

Jonathan Nowacki

Eric Spivack

Matthew Lauber

omfuller34

codingcryptocrusader

Debashrita Sarkar Ogwa

Gage

Geoffrey Lentner

Bob Arrington

Brady Hoskins

IndyPy: Data Meets Intelligence

Six Feet Up

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