In this episode of the podcast, members of the InfoQ editorial staff and friends of InfoQ will be discussing the current trends in the domain of AI, ML and Data Engineering.

One of the regular features of InfoQ are the trends reports, which each focus on a different aspect of software development. These reports provide the InfoQ readers and listeners with a high-level overview of the topics to pay attention to this year.

InfoQ AI, ML and Data Engineering editorial team met with external guests to discuss the trends in AI and ML areas, and what to watch out for the next 12 months. This podcast is a recording of this discussion where panelists discuss how the innovative AI technologies are disrupting the industry.

Read a transcript of this podcast panel: https://bit.ly/3LXMcUk 
Find the written report and trends graph on InfoQ: https://bit.ly/3Z8Z5CF 

Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies:
www.infoq.com/software-architects-newsletter

Upcoming Events:

InfoQ Dev Summit Munich (Sept 26-27, 2024)
Practical learnings from senior software practitioners navigating Generative AI, security, modern web applications, and more.
devsummit.infoq.com/conference/munich2024

QCon San Francisco (November 18-22, 2024)
Get practical inspiration and best practices on emerging software trends directly from senior software developers at early adopter companies.
qconsf.com/

QCon London (April 7-9, 2025)
Discover new ideas and insights from senior practitioners driving change and innovation in software development.
qconlondon.com/

The InfoQ Podcasts:
Weekly inspiration to drive innovation and build great teams from senior software leaders. Listen to all our podcasts and read interview transcripts:

- The InfoQ Podcast www.infoq.com/podcasts/
- Engineering Culture Podcast by InfoQ www.infoq.com/podcasts/#engineering_culture
- Generally AI

Follow InfoQ:
- Mastodon: techhub.social/@infoq
- Twitter: twitter.com/InfoQ
- LinkedIn: www.linkedin.com/company/infoq
- Facebook: bit.ly/2jmlyG8
- Instagram: @infoqdotcom
- Youtube: www.youtube.com/infoq

Write for InfoQ:
Learn and share the changes and innovations in professional software development.
- Join a community of experts.
- Increase your visibility.
- Grow your career.
www.infoq.com/write-for-infoq

Transcript

AI, ML, and Data Engineering Trends in 2024

In this podcast, Apoorva Joshi, Senior AI Developer Advocate at MongoDB, discusses how to evaluate software applications that use the Large Language Models or LLMs and how to improve the performance of LLM based applications.

Read a transcript of this interview: https://bit.ly/3WEppT6

Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies:
https://www.infoq.com/software-architects-newsletter 

Upcoming Events:

QCon London (April 7-9, 2025)
Discover new ideas and insights from senior practitioners driving change and innovation in software development.
https://qconlondon.com/ 

InfoQ Dev Summit Boston (June 9-10, 2025)
Actionable insights on today’s critical dev priorities.
devsummit.infoq.com/conference/boston2025

InfoQ Dev Summit Munich (Save the date - October 2025)

QCon San Francisco 2025 (17-21, 2025)
Get practical inspiration and best practices on emerging software trends directly from senior software developers at early adopter companies.
https://qconsf.com/ 

InfoQ Dev Summit New York (Save the date - December 2025)


The InfoQ Podcasts: 
Weekly inspiration to drive innovation and build great teams from senior software leaders. Listen to all our podcasts and read interview transcripts:

- The InfoQ Podcast https://www.infoq.com/podcasts/ 
- Engineering Culture Podcast by InfoQ https://www.infoq.com/podcasts/#engineering_culture 
- Generally AI: https://www.infoq.com/generally-ai-podcast/ 

Follow InfoQ:
- Mastodon: https://techhub.social/@infoq 
- Twitter: twitter.com/InfoQ
- LinkedIn: www.linkedin.com/company/infoq
- Facebook: bit.ly/2jmlyG8
- Instagram: @infoqdotcom
- Youtube: www.youtube.com/infoq

Write for InfoQ:Learn and share the changes and innovations in professional software development.
- Join a community of ex
perts.
- Increase your visibility.
- Grow your career.
https://www.infoq.com/write-for-infoq

Apoorva Joshi on LLM Application Evaluation and Performance Improvements

At AppWorld 2025, Buu Lam sits down with Haiyan Song, Executive Vice President of CloudOps at NetApp as well as Shawn Wormke, Vice President and General Manager, F5 NGINX. Haiyan and Shawn just wrapped up a keynote on stage and swing by the podcast booth to expand on the insights that they shared on stage. With NetApp being the whole of so much of the world's enterprise data, it makes sense for F5 to partner with them to provide fast and secure connectivity as customers seek to get data out to their AI applications for Retrieval Augmented Generation (RAG) architectures.

AppWorld 2025 - NetApp and F5 Partner to deliver AI solutions

DevCentral is F5's online Community of Technical Peers dedicated to learning, exchanging ideas, and solving problems – Together.

We host audio podcasts created by our Community, for our Community.

Software engineers, architects and team leads have found inspiration to drive change and innovation in their team by listening to the weekly InfoQ Podcast. They have received essential information that helped them validate their software development map. We have achieved that by interviewing some of the top CTOs, engineers and technology directors from companies like Uber, Netflix and more. Over 1,200,000 downloads in the last 3 years.

New tracks tagged #Retrieval Augmented Generation