Code Story: Insights from Startup Tech Leaders - S11 Bonus: Goutham (Gou) Rao, Neubird

Goutham Rao grew up in Brooklyn, a nerd all his life. Back in the day, his Dad bought him a Commodore 64, from which he started to learn to write code in BASIC. Eventually, he attended the University of Pennsylvania to get his Masters in Computer Science. Outside of tech, he is married with 2 kids. He likes to travel, and likes to run. He used to compete in half marathons, but nowadays, he does his running as more of a mental exercise.

Goutham saw that IT telemetry logs have a lot of complexity within their data. Fast forward to today, he and his co-founders noticed the way that LLMs were processing data. They thought they could build something to interpret this data, and "clone" themselves to create something that mimics issue triage.

This is the creation story of Neubird.

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Big Technology Podcast - Inside Google’s Generative AI Reinvention — With Nick Fox and Liz Reid

Nick Fox is the SVP of Knowledge and Information at Google. Liz Reid is the VP of Search at Google. The two join Big Technology Podcast to discuss the way Google plans and builds in the generative AI era, including how it chooses what to ship and when. We also cover publisher traffic, search monetization and ads, shopping and product research, and the near-term future of the web. Hit play for a clear, no-fluff conversation with the leaders building search’s next chapter.

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Code Story: Insights from Startup Tech Leaders - S11 E13: Matt Hamann, Rownd

Matt Hamann knew he was going to be in tech way back in his younger days. His Dad worked for IBM, so there were always fun things to talk about and play with. He got his first family computer when he was 4 years old, and started programming BASIC when he was 8. Eventually, they got dialup through AOL - and he took off building websites with PHP & MySQL. Outside of tech, he is married with 3 kids. He loves to travel and spend time with his family. He also plays several instruments, including the piano and pipe organ, and enjoys tinkering with smart home devices.

Right around the time of the pandemic, Matt and his co-founder were pitching a new company idea in Y Combinator, around data privacy. After receiving the feedback that there wasn't a big market for the original idea, they started to jam on ideas on how to pivot - and quickly landed on how cool it would be to have password-less authentication.

This is the creation story of Rownd.

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Talk Python To Me - #516: Accelerating Python Data Science at NVIDIA

Python’s data stack is getting a serious GPU turbo boost. In this episode, Ben Zaitlen from NVIDIA joins us to unpack RAPIDS, the open source toolkit that lets pandas, scikit-learn, Spark, Polars, and even NetworkX execute on GPUs. We trace the project’s origin and why NVIDIA built it in the open, then dig into the pieces that matter in practice: cuDF for DataFrames, cuML for ML, cuGraph for graphs, cuXfilter for dashboards, and friends like cuSpatial and cuSignal. We talk real speedups, how the pandas accelerator works without a rewrite, and what becomes possible when jobs that used to take hours finish in minutes. You’ll hear strategies for datasets bigger than GPU memory, scaling out with Dask or Ray, Spark acceleration, and the growing role of vector search with cuVS for AI workloads. If you know the CPU tools, this is your on-ramp to the same APIs at GPU speed.

Episode sponsors

Posit
Talk Python Courses

RAPIDS: github.com/rapidsai
Example notebooks showing drop-in accelerators: github.com
Benjamin Zaitlen - LinkedIn: linkedin.com
RAPIDS Deployment Guide (Stable): docs.rapids.ai
RAPIDS cuDF API Docs (Stable): docs.rapids.ai
Asianometry YouTube Video: youtube.com
cuDF pandas Accelerator (Stable): docs.rapids.ai
Watch this episode on YouTube: youtube.com
Episode #516 deep-dive: talkpython.fm/516
Episode transcripts: talkpython.fm
Developer Rap Theme Song: Served in a Flask: talkpython.fm/flasksong

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The Stack Overflow Podcast - The server-side rendering equivalent for LLM inference workloads

Ryan is joined by Tuhin Srivastava, CEO and co-founder of Baseten, to explore the evolving landscape of AI infrastructure and inference workloads, how the shift from traditional machine learning models to large-scale neural networks has made GPU usage challenging, and the potential future of hardware-specific optimizations in AI. 

Episode notes:

Baseten is an AI infrastructure platform giving you the tooling, expertise, and hardware needed to bring AI products to market fast.

Connect with Tuhin on LinkedIn or reach him at his email tuhin@baseten.co. 

Shoutout to user Hitesh for winning a Populist badge for their answer to Cannot drop database because it is currently in use.

See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Python Bytes - #445 Auto-activate Python virtual environments for any project

Topics covered in this episode:
Watch on YouTube

About the show

Python Bytes 445

Sponsored by Sentry: pythonbytes.fm/sentry - Python Error and Performance Monitoring

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Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too.

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Michael #1: pyx - optimized backend for uv

  • via John Hagen (thanks again)
  • I’ll be interviewing Charlie in 9 days on Talk Python → Sign up (get notified) of the livestream here.
  • Not a PyPI replacement, more of a middleware layer to make it better, faster, stronger.
  • pyx is a paid service, with maybe a free option eventually.

Brian #2: Litestar is worth a look

  • James Bennett
  • Michael brought up Litestar in episode 444 when talking about rewriting TalkPython in Quart
  • James brings up
    • scaling - Litestar is easy to split an app into multiple files
    • Not using pydantic - You can use pydantic with Litestar, but you don’t have to. Maybe attrs is right for you instead.
  • Michael brought up
    • Litestar seems like a “more batteries included” option.
    • Somewhere between FastAPI and Django.

Brian #3: Django remake migrations

  • Suggested by Bruno Alla on BlueSky
  • In response to a migrations topic last week
  • django-remake-migrations is a tool to help you with migrations and the docs do a great job of describing the problem way better than I did last week
  • “The built-in squashmigrations command is great, but it only work on a single app at a time, which means that you need to run it for each app in your project. On a project with enough cross-apps dependencies, it can be tricky to run.”
  • “This command aims at solving this problem, by recreating all the migration files in the whole project, from scratch, and mark them as applied by using the replaces attribute.
  • Also of note
    • The package was created with Copier
    • Michael brought up Copier in 2021 in episode 219
    • It has a nice comparison table with CookieCutter and Yoeman
    • One difference from CookieCutter is yml vs json.
    • I’m actually not a huge fan of handwriting either. But I guess I’d rather hand write yml.
    • So I’m thinking of trying Copier with my future project template needs.

Michael #4: django-chronos

  • Django middleware that shows you how fast your pages load, right in your browser.
  • Displays request timing and query counts for your views and middleware.
  • Times middleware, view, and total per request (CPU and DB).

Extras

Brian:

  • Test & Code 238: So Long, and Thanks for All the Fish
    • after 10 years, this is the goodbye episode

Michael:

Joke: python is better than java

The Government Huddle with Brian Chidester - 192: The One with the Political Philosopher

Crom Carmichael, a government contracting entrepreneur, investor, and historian joins the show to explore what a truly efficient government could look like and what history has shown us to be the best way achieve one. We discuss his journey into political philosophy and the creation of his educational platform, Giants of Political Thought, and dive into the historical roots of government. Finally, we unpack the evolution of the U.S. healthcare system, the impact of tax policy on public services, and the role of innovation—especially AI—in driving productivity.

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The Stack Overflow Podcast - The future of Vue is you (and You)

Ryan welcomes Evan You, the creator of Vue.js, to explore the origins of Vue.js, the challenges faced during its development, and the project’s growth over a decade. They dive into potential integrations for AI, future developments for Vue.js, and the sustainability of open-source projects. 

Episode notes: 

Vue.js is a progressive JavaScript framework that’s approachable, performant, and versatile for building web user interfaces.

Check out what Evan and his team are doing to create the next generation of tooling at Void Zero

Vue was ranked as the eighth most-popular web framework in the 2025 Developer Survey. 

Congrats to Stellar Question badge winner Hari, who won for asking the question JavaScript - Track mouse position

See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Code Story: Insights from Startup Tech Leaders - S11 Bonus: Greg Shove, Section

Greg Shove was born in Canada, raised in Britain, and eventually moved to the United States. Through all of these places he lived, he learned to believe in equal access for people, never to quit, and to work hard and win - all of this, respectively. When he moved to California, he was told to visit the local grocery store to meet more tech people than he would in a year in Canada. After business school, he worked for Apple and has launched or participated in 7 startups. Outside of tech, he loves to BBQ Argentinian style, inspired by the chef Francis Mallman.

Six years ago, Greg started a company to teach people skills and how to become the best manager and executive they could be. The business did well, but mainly it was because of the pandemic. In 2023, he started playing with GPT, and he realized that he needed to pivot himself, and his business as well.

This is the creation story of Section.

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