PyLadiesCon 2025

Anna Eilering

I'm a Senior Developer Relations Engineer at Google, currently working in the Open Source Programs Office. My journey to Google was a little unconventional. I spent a decade as a chef in Chicago before trading in my apron for a career in tech. I started out in robotics and machine learning and even have a few publications to my name. For the last nine years, I've been at Google, where I've worked on the infrastructure and frameworks that power Google Play Services. When I'm not at my keyboard, you can find me attempting to play the ukulele, making questionable pottery, and spending time with my two cats


Sessão

06/12
01:05
15min
Beyond the Hype:LLMs aren't Magic
Anna Eilering

This talk demystifies Large Language Models (LLMs) by presenting them not as magic, but as powerful APIs that developers can master using existing software engineering skills. It advocates for an engineering-based approach, demonstrating how to use Python's abstract base classes to create a vendor-agnostic and testable interface. This allows for interchangeable backends, from cloud services like Gemini to local mocks, making AI development more modular and robust. The talk empowers developers to look past the hype, and instead apply their existing knowledge to build reliable and innovative applications, concluding with the message that with LLMs, "It's just an API. It's just Python. Grab a key, write a test, and build the future."

Main Stream