Architecture Patterns for AI Powered Applications with Michael Carducci

Can't attend in person?

Join the meeting virtually (on July 24) by clicking on this link. BUT DON'T RSVP!

We'll start the streaming presentation at 7 PM.

We'll have pizza at 6:30 for those attending in-person!

Since ChatGPT rocketed the potential of generative AI into the collective consciousness there has been a race to add AI to everything. Every product owner has been salivating at the possibility of new AIPowered features. Every marketing department is chomping at the bit to add a “powered by AI” sticker to the website. For the average layperson playing with ChatGPT's conversational interface, it seems easy however integrating these tools securely, reliably, and in a costeffective manner requires much more than simply adding a chat interface. Moreover, getting consistent results from a chat interface is more than an art than a science. Ultimately, the chat interface is a nice gimmick to show off capabilities, but serious integration of these tools into most applications requires a more thoughtful approach.

This is not another “AI is Magic” cheerleading session, nor an overly critical analysis of the field. Instead, this session looks at a number of valid usecases for the tools and introduces architecture patterns for implementing these usecases. Throughout we will explore the tradeoffs of the patterns as well as the application of AI in each scenario. We'll explore usecases from simple, direct integrations to the more complex involving RAG and agentic systems.

Although this is an emerging field, the content is not theoretical. These are patterns that are being used in production both in Michael's practice as a handson software architect and beyond.

Architects must maintain their breadth, and this session will build on that to prepare you for the inevitable AIpowered project in your future.

About Michael Carducci:

Michael Carducci is a seasoned IT professional with over 25 years of experience, an author, and an internationally recognized speaker, blending expertise in software architecture with the artistry of magic and mentalism. His debut book, "Mastering Software Architecture," reflects his deep understanding of the multifaceted challenges of building resilient, effective software systems and high-performing teams. Michael's career spans roles from individual contributor to CTO, with a particular focus on strategic architecture and holistic transformation.

As a magician and mentalist, Michael has captivated audiences in dozens of countries, applying the same creativity and problem-solving skills that define his technology career. He excels in transforming complex technical concepts into engaging narratives, making him a sought-after speaker and emcee for tech events worldwide.

In his consulting work, Michael adopts a holistic approach to software architecture, ensuring alignment with business strategy and operational realities. He empowers teams, bridges tactical and strategic objectives, and guides organizations through transformative changes, always aiming to create sustainable, adaptable solutions.

Michael's unique blend of technical acumen and performative talent makes him an unparalleled force in both the tech and entertainment industries, driven by a passion for continuous learning and a commitment to excellence.

Sponsored by Improving

Improving is a complete IT services firm, offering training, consulting, recruiting, and project services. Our innovative solutions and processes have helped hundreds of clients across the globe realize their tactical and strategic business objectives. As a result, our 1,000 employees have accumulated extensive technology and management experience in several industries, including financial services, energy, travel, retail, government, and several others.

Our culture encourages both the inspiration and motivation to achieve amazing things. We are constantly striving to live out our values of Excellence, Dedication, and Involvement through the foundation of trust.

We sure do! You can find it right here: https://hjug.org

Thank you to our Door Prize Sponsors!

Hello2Morrow.com - 1 year SonarGraph license

JetBrains.com - 1 year IntelliJ Ultimate license

Webucator.com - voucher for one online self-paced course.

Want to present at a Houston Java User Group meeting? Contact Scott at scott AT KeepCalmAndRefactor DOT com.

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