The InfoQ Podcast

This is the Engineering Culture Podcast, from the people behind InfoQ.com and the QCon conferences.
In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to Elisabeth Hendrickson about using systems thinking to understanding relationships between problem elements rather than focusing on individual parts, and how quality engineering practices become even more critical in the age of AI where tools can accelerate code production but humans need to remain in charge of verification and validation.

Read a transcript of this interview: http://bit.ly/3JfJhIc

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:

InfoQ Dev Summit Munich (October 15-16, 2025)
Essential insights on critical software development priorities.
https://devsummit.infoq.com/conference/munich2025

QCon San Francisco 2025 (November 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/ 

QCon AI New York 2025 (December 16-17, 2025)
https://ai.qconferences.com/

QCon London 2026 (March 16-19, 2026)
https://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 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 
- X: https://x.com/InfoQ?from=@ 
- LinkedIn: https://www.linkedin.com/company/infoq/
- Facebook: https://www.facebook.com/InfoQdotcom#
- Instagram: https://www.instagram.com/infoqdotcom/?hl=en
- Youtube: https://www.youtube.com/infoq
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Write for InfoQ: Learn and share the changes and innovations in professional software development.
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https://www.infoq.com/write-for-infoq

Transcript

Elisabeth Hendrickson on Systems Thinking for Quality Engineering

This is the Engineering Culture Podcast, from the people behind InfoQ.com and the QCon conferences.
In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to Thiago Ghisi about building engineering culture through leading by example, advancing careers by embracing "glue work" (non-technical but necessary tasks), taking full ownership of projects, and developing self-awareness to choose between technical and management career paths.

Read a transcript of this interview: http://bit.ly/3Uen9jV

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:

InfoQ Dev Summit Munich (October 15-16, 2025)
Essential insights on critical software development priorities.
https://devsummit.infoq.com/conference/munich2025

QCon San Francisco 2025 (November 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/ 

QCon AI New York 2025 (December 16-17, 2025)
https://ai.qconferences.com/

QCon London 2026 (March 16-19, 2026)
https://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 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 
- X: https://x.com/InfoQ?from=@ 
- LinkedIn: https://www.linkedin.com/company/infoq/
- Facebook: https://www.facebook.com/InfoQdotcom#
- Instagram: https://www.instagram.com/infoqdotcom/?hl=en
- Youtube: https://www.youtube.com/infoq
- Bluesky: https://bsky.app/profile/infoq.com


Write for InfoQ: Learn and share the changes and innovations in professional software development.
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https://www.infoq.com/write-for-infoq

Engineering Leadership: Building Culture, Career Growth, and Ownership

This is the Engineering Culture Podcast, from the people behind InfoQ.com and the QCon conferences.
In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to Myles Henaghan about the open-sourced "Hierarchy of Engineering Needs" - a systematic framework inspired by Maslow's hierarchy that helps engineering leaders identify and prioritize the most impactful constraints limiting their software delivery systems among competing improvement initiatives.

Read a transcript of this interview: http://bit.ly/45OBs54

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:

InfoQ Dev Summit Munich (October 15-16, 2025)
Essential insights on critical software development priorities.
https://devsummit.infoq.com/conference/munich2025

QCon San Francisco 2025 (November 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/ 

QCon AI New York 2025 (December 16-17, 2025)
https://ai.qconferences.com/

QCon London 2026 (March 16-19, 2026)
https://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 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 
- X: https://x.com/InfoQ?from=@ 
- LinkedIn: https://www.linkedin.com/company/infoq/
- Facebook: https://www.facebook.com/InfoQdotcom#
- Instagram: https://www.instagram.com/infoqdotcom/?hl=en
- Youtube: https://www.youtube.com/infoq
- Bluesky: https://bsky.app/profile/infoq.com


Write for InfoQ: Learn and share the changes and innovations in professional software development.
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https://www.infoq.com/write-for-infoq

Finding Your Engineering Bottleneck: The Hierarchy of Engineering Needs

This is the Engineering Culture Podcast, from the people behind InfoQ.com and the QCon conferences.
In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to Matthew Card about his resilience framework (CAPSS - Confidence, Adaptability, Purpose, Social Support) which has helped him overcome career challenges and now guides him in building inclusive engineering cultures by empowering teams and breaking echo chambers.

Read a transcript of this interview: http://bit.ly/41iuZNl

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:

InfoQ Dev Summit Munich (October 15-16, 2025)
Essential insights on critical software development priorities.
https://devsummit.infoq.com/conference/munich2025

QCon San Francisco 2025 (November 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/ 

QCon AI New York 2025 (December 16-17, 2025)
https://ai.qconferences.com/

QCon London 2026 (March 16-19, 2026)
https://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 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 
- X: https://x.com/InfoQ?from=@ 
- LinkedIn: https://www.linkedin.com/company/infoq/
- Facebook: https://www.facebook.com/InfoQdotcom#
- Instagram: https://www.instagram.com/infoqdotcom/?hl=en
- Youtube: https://www.youtube.com/infoq
- Bluesky: https://bsky.app/profile/infoq.com


Write for InfoQ: Learn and share the changes and innovations in professional software development.
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https://www.infoq.com/write-for-infoq

Building a Resilient and Inclusive Engineering Culture with Matthew Card

This is the Engineering Culture Podcast, from the people behind InfoQ.com and the QCon conferences.
In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to Greg Foster about the evolution and purpose of code reviews, building teams with kindness, expertise, and urgency, and how AI tools are changing software development.

Read a transcript of this interview: http://bit.ly/42bhTBN

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:

InfoQ Dev Summit Munich (October 15-16, 2025)
Essential insights on critical software development priorities.
https://devsummit.infoq.com/conference/munich2025

QCon San Francisco 2025 (November 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/ 

QCon AI New York 2025 (December 16-17, 2025)
https://ai.qconferences.com/

QCon London 2026 (March 16-19, 2026)
https://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 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 
- X: https://x.com/InfoQ?from=@ 
- LinkedIn: https://www.linkedin.com/company/infoq/
- Facebook: https://www.facebook.com/InfoQdotcom#
- Instagram: https://www.instagram.com/infoqdotcom/?hl=en
- Youtube: https://www.youtube.com/infoq
- Bluesky: https://bsky.app/profile/infoq.com


Write for InfoQ: Learn and share the changes and innovations in professional software development.
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https://www.infoq.com/write-for-infoq

The Evolution of Code Review: From Bug-Finding to Team Building

This is the Engineering Culture Podcast, from the people behind InfoQ.com and the QCon conferences.
In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to Thanos Diacakis about how teams often struggle with software delivery. He proposes a shift in mental models and a four-step framework to systematically improve software development by focusing on bottlenecks, balancing different types of work beyond just feature delivery, and investing 20-30% of effort in improving how the team works.

Read a transcript of this interview: http://bit.ly/4gxwKNb

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:

InfoQ Dev Summit Munich (October 15-16, 2025)
Essential insights on critical software development priorities.
https://devsummit.infoq.com/conference/munich2025

QCon San Francisco 2025 (November 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/ 

QCon AI New York 2025 (December 16-17, 2025)
https://ai.qconferences.com/

QCon London 2026 (March 16-19, 2026)
https://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 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 
- X: https://x.com/InfoQ?from=@ 
- LinkedIn: https://www.linkedin.com/company/infoq/
- Facebook: https://www.facebook.com/InfoQdotcom#
- Instagram: https://www.instagram.com/infoqdotcom/?hl=en
- Youtube: https://www.youtube.com/infoq
- Bluesky: https://bsky.app/profile/infoq.com


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.
https://www.infoq.com/write-for-infoq

Why Software Development Sucks And 7 Mental Models To Help Fix It

This is the Engineering Culture Podcast, from the people behind InfoQ.com and the QCon conferences.
In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to Shannon Mason about optimizing team productivity by understanding the neuroscience behind cognitive load, distinguishing between beneficial "slack time" and detrimental "idle time", and how the pursuit of maximum utilization that leads to burnout and poor decision-making.

Read a transcript of this interview: http://bit.ly/4mB4RFn

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:

InfoQ Dev Summit Munich (October 15-16, 2025)
Essential insights on critical software development priorities.
https://devsummit.infoq.com/conference/munich2025

QCon San Francisco 2025 (November 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/ 

QCon AI New York 2025 (December 16-17, 2025)
https://ai.qconferences.com/

QCon London 2026 (March 16-19, 2026)
https://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 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 
- X: https://x.com/InfoQ?from=@ 
- LinkedIn: https://www.linkedin.com/company/infoq/
- Facebook: https://www.facebook.com/InfoQdotcom#
- Instagram: https://www.instagram.com/infoqdotcom/?hl=en
- Youtube: https://www.youtube.com/infoq
- Bluesky: https://bsky.app/profile/infoq.com


Write for InfoQ: Learn and share the changes and innovations in professional software development.
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- Increase your visibility.
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https://www.infoq.com/write-for-infoq

The Myth of 100% Utilization: The Neuroscience of Productive Teams

This is the Engineering Culture Podcast, from the people behind InfoQ.com and the QCon conferences.
In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to Tameem Hourani about building a blameless engineering culture through radical transparency, focusing on system resilience over individual blame, and creating high-performing teams that can embrace change and learn from failures.

Read a transcript of this interview: http://bit.ly/42rq1yv

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:

InfoQ Dev Summit Munich (October 15-16, 2025)
Essential insights on critical software development priorities.
https://devsummit.infoq.com/conference/munich2025

QCon San Francisco 2025 (November 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/ 

QCon AI New York 2025 (December 16-17, 2025)
https://ai.qconferences.com/

QCon London 2026 (March 16-19, 2026)
https://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 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 
- X: https://x.com/InfoQ?from=@ 
- LinkedIn: https://www.linkedin.com/company/infoq/
- Facebook: https://www.facebook.com/InfoQdotcom#
- Instagram: https://www.instagram.com/infoqdotcom/?hl=en
- Youtube: https://www.youtube.com/infoq
- Bluesky: https://bsky.app/profile/infoq.com


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.
https://www.infoq.com/write-for-infoq

How Blameless Culture Transforms Engineering Teams

This is the Engineering Culture Podcast, from the people behind InfoQ.com and the QCon conferences.
In this podcast Shane Hastie, Lead Editor for Culture & Methods spoke to Marcos Arribas about building and scaling engineering culture as an organisation grows, emphasizing autonomous teams, ownership mentality, progressive feature rollouts with flags, small pull requests, strategic AI adoption, and the importance of hiring junior engineers for long-term organizational growth.

Read a transcript of this interview:  https://bit.ly/46F9eZP

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:

InfoQ Dev Summit Munich (October 15-16, 2025)
Essential insights on critical software development priorities.
https://devsummit.infoq.com/conference/munich2025

QCon San Francisco 2025 (November 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/ 

QCon AI New York 2025 (December 16-17, 2025)
https://ai.qconferences.com/

QCon London 2026 (March 16-19, 2026)
https://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 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 
- X: https://x.com/InfoQ?from=@ 
- LinkedIn: https://www.linkedin.com/company/infoq/
- Facebook: https://www.facebook.com/InfoQdotcom#
- Instagram: https://www.instagram.com/infoqdotcom/?hl=en
- Youtube: https://www.youtube.com/infoq
- Bluesky: https://bsky.app/profile/infoq.com


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.
https://www.infoq.com/write-for-infoq

Building Engineering Culture Through Autonomy and Ownership

In this week's podcast QCon chair Wesley Reisz talks to Matt Ranney who is the Chief Systems Architect at Uber, where he's helping build and scale everything he can. 

Why listen to this podcast:

 - Expanding a company and team at this rate is genuinely hard. Lots of mistakes have been made along the way.
 - Microservices allow companies to grow rapidly but have a cost in terms of aggregate velocity.
 - Uber is gradually moving its marketplace development from Node.js to Go and Java. Java is used for the map services.
 - Aggressive failure testing is used extensively in Uber.
 - Some early design choices - like using JSON over HTTP - make formal verification basically impossible.

Notes and links can be found on InfoQ: http://bit.ly/1TH8app

You can also subscribe to the InfoQ newsletter to receive weekly updates on the hottest topics from professional software development. http://bit.ly/24x3IVq

Attend Matt Ranney's session at QCon New York 2016, Jun 13-17: http://bit.ly/1TH75ht

Show Notes

Uber's Chief Systems Architect on their Architecture and Rapid Growth

In this week's podcast QCon chair Wesley Reisz talks to Heather Fleming, who is the VP of product and program management at GILT, where she is responsible for not only the customer-facing website, but also back office things from distribution to order processing.

Why listen to this podcast:

- GILT treats every person as an individual, with a skillset that is outside their responsibilities.
- You should be able to be your authentic self wherever you are.
- Google found creating a psychologically safe work environment was key to high performing teams.
- You can kill a great team by taking away their autonomy and empowerment.
- Great engineers that want to be managers are fearful of losing their skill, and great engineers that don't want to be managers are put in those roles and are terrible managers.

Notes and links can be found on InfoQ: http://bit.ly/1U2Wgq9

1m 49s - One of the things that makes the culture at GILT so special is the "ingredients framework" that considers every person an individual, with a skillset that is outside what their title might say and what their role and responsibilities might be.
3m 29s - One of the team ingredients is called "motivator" - the ability to make sure that the team understands what they're working on, and more importantly the "why" and how it's driving business or customer value.
4m 35s - The relationship you have with your co-workers should be deeper than many of us are allowing them to be, because they are like your second family.

Quick scan our curated show notes on InfoQ. http://bit.ly/1U2Wgq9 

You can also subscribe to the InfoQ newsletter to receive weekly updates on the hottest topics from professional software development. http://bit.ly/24x3IVq

Attend Heather Fleming's session at QCon New York 2016, Jun 13-17: http://bit.ly/1U2f3og

Show notes

GILT VP Heather Fleming on Unlocking the "Secret Sauce" of Great Teams

In this week's podcast Richard Seroter talks to James Shore, author of The Art of Agile Development and one of the original signatories of the Agile Manifesto. Also on the podcast are Llewellyn Falco, creator of the open source testing tool ApprovalTests and co-founder of Teaching Kids Programming, and Rebecca Wirfs-Brock, inventor of Responsibility-Driven Design, as well as the author of books including Designing Object: Oriented Software and Object Design: Roles, Responsibilities and Collaborations.

Why listen to this podcast:

 - A lot of people know how to do TDD and refactoring for the back end, but not for the font, but the basics are the same.
 - The basics of Test-Driven Development are the same for the front or back end.
 - If you don't know what's wrong, you don't know how to fix it.
 - The most common code smells, according to Llewellyn Falco: Clutter, long lines, long methods, duplication, and inconsistency.
 - How do we make, in an agile way, the architectural work visible, and not ignore it?
 - How do you have an incremental architecture and get measurements? If I say to you I'm going to go away for six months and figure it out, that's not very measurable.

Notes and links can be found on InfoQ: http://bit.ly/1Pse2r1

1m:10s - The talk 'Agile Engineering for the Web' was about how do you bring typical Agile engineering ideas like TDD and refactoring to the front-end languages.
1m:33s - A lot of people know how to do these things on the back-end, but when you get to the front end a lot of people just throw up their hands.
2m:24s - I see CSS bugs all the time, because it's very hard to refactor CSS without breaking something.

Quick scan our curated show notes on InfoQ. http://bit.ly/1Pse2r1

You can also subscribe to the InfoQ newsletter to receive weekly updates on the hottest topics from professional software development. http://bit.ly/24x3IVq

James Shore, Llewellyn Falco, and Rebecca Wirfs-Brock on TDD and Architecture

In this week's podcast, professor Barry Burd talks to Shuman Ghosemajumder. Ghosemajumder is VP of product management at Shape Security and former click fraud czar for Google. Ghosemajumder is also the co-author of the book CGI Programming Unleashed, and was a keynote speaker at QCon New York 2016 presenting Security War Stories.

Why listen to this podcast:

With more of our lives conducted online through technology and information retrieval systems, the use of advanced technology gives criminals the opportunity to be able to do things that they weren't able to do.

 - Cyber-criminals come from all over the world and every socioeconomic background, so long as there's some level of access to computers and technology.
 - You see organised cyber-crime focusing on large companies because of the fact that they get a much greater sense of efficiency for their attacks.
 - Cyber-criminals are getting creative, and coming up with ways to interact with websites we haven't thought of before.
 - You can have very large scale attacks that are completely invisible from the point of view of the application that's being attacked.
 - The context of what are you are using software for is more important than just going through an understanding of the code level vulnerability.

Notes and links can be found on http://bit.ly/2atBFgk

The People Behind Cyber-Crime

5:28 - There are all kinds of different personalities and demographics involved. Cyber-criminals come from all over the world and every socioeconomic background, so long as there's some level of access to computers and technology. Even in cases where a cyber criminal doesn't know how to use technology directly, or how to create something like a piece of malware, they can still be involved in a cyber-criminal's scheme.
6:29 - A scheme which uses large groups of individuals and which doesn’t necessarily need to have skills itself, is stealing money from bank accounts. Being able to transfer money using malware on people’s machines from one account to another account that the cyber-criminal controls still involves getting that money out. That last step can involve a set of bank accounts that are assigned to real individuals.

More on this:

Quick scan our curated show notes on InfoQ. http://bit.ly/2atBFgk

You can also subscribe to the InfoQ newsletter to receive weekly updates on the hottest topics from professional software development. http://bit.ly/24x3IVq

InfoQ Podcast

Shuman Ghosemajumder on Security and Cyber-Crime

In this week's podcast InfoQ’s editor-in-chief Charles Humble talks to Data Scientist Cathy O’Neil. O'Neil is the author of the blog mathbabe.org. She was the former Director of the Lede Program in Data Practices at Columbia University Graduate School of Journalism, Tow Center and was employed as Data Science Consultant at Johnson Research Labs. O'Neil earned a mathematics Ph.D. from Harvard University. Topics discussed include her book “Weapons of Math Destruction,” predictive policing models, the teacher value added model, approaches to auditing algorithms and whether government regulation of the field is needed.

Why listen to this podcast:

 - There is a class of pernicious big data algorithms that are increasingly controlling society but are not open to scrutiny.
 - Flawed data can result in an algorithm that is, for instance, racist and sexist.  For example, the data used in predictive policing models is racist. But people tend to be overly trusting of algorithms because they are mathematical.
 - Data scientists have to make ethical decisions even if they don’t acknowledge it. Often problems stem from an abdication of responsibility.
 - Auditing for algorithms is still a very young field with ongoing academic research exploring approaches.
 - Government regulation of the industry may well be required.

Notes and links can be found on http://bit.ly/2eYVb9q

Weapons of math destruction

0m:43s - The central thesis of the book is that whilst not all algorithms are bad, there is a class of pernicious big data algorithms that are increasingly controlling society.
1m:32s - The classes of algorithm that O'Neil is concerned about - the weapons of math destruction - have three characteristics: they are widespread and impact on important decisions like whether someone can go to college or get a job, they are somehow secret so that the people who are being targeted don’t know they are being scored or don’t understand how their score is computed; and the third characteristic is they are destructive - they ruin lives.
2m:51s - These characteristics undermine the original intention of the algorithm, which is often trying to solve big society problems with the help of data.

More on this:

Quick scan our curated show notes on InfoQ. http://bit.ly/2eYVb9q

You can also subscribe to the InfoQ newsletter to receive weekly updates on the hottest topics from professional software development. bit.ly/24x3IVq

Cathy O'Neil on Pernicious Machine Learning Algorithms and How to Audit Them

In this podcast Shane Hastie, Lead Editor for Culture & Methods, spoke to Linda Rising about Daniel Kahneman’s work on Thinking Fast, Thinking Slow, overcoming bias in the employment process and resisting social pressure in decision making. 

Why listen to this podcast:

•	Daniel Kahneman’s book Thinking Fast Thinking Slow based on the research he did with Amos Tversky into how the human brain works, for which Kahneman win the 2011 Nobel Prize for Economics, is hard to read.  Linda wants to make the ideas more accessible  
•	One part is known as System One – the part that reacts quickly, never sleeps, where our cognitive biases reside and is the home of our expertise 
•	The second part known as System Two is the conscious mind, somewhat associated with the prefrontal cortex, it is the part that sleeps and wakes and where considered decision making happens
•	In the hiring process, and other important decisions, it is vital to involve more than one person because awareness of the possibility of bias enables you to question each other’s decision-making process and invoke System Two to examine decisions more objectively 
•	Social pressure results in biases being reinforced, but a single dissenting voice can and des change the direction of bad decision making

More on this: Quick scan our curated show notes on InfoQ https://bit.ly/2NgG8Fm

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Linda Rising on Thinking Fast, Thinking Slow, Ethics and Overcoming Biases

In this podcast Shane Hastie, Lead Editor for Culture & Methods, spoke to Jim Rose of Circle CI about building a great engineering culture in a distributed, remote team.

Why listen to this podcast:

•	Hiring engineers is a difficult task
•	Working in a completely remote organisation takes a particular type of person 
•	It’s crucial that the engineering teams understand and empathise with their customers
•	You won’t find new and creative ways to solve problems unless you experiment and try new things, and some of those things won’t work
•	Ensure that your recruiting and hiring practices match the values of the company and that the onboarding process reinforces this 
•	Ensure there is no “in vs out” – ensure everyone has the experience irrespective of where they are located

More on this: Quick scan our curated show notes on InfoQ https://bit.ly/2PB0oHh

You can also subscribe to the InfoQ newsletter to receive weekly updates on the hottest topics from professional software development. bit.ly/24x3IVq

Subscribe: www.youtube.com/infoq
Like InfoQ on Facebook: bit.ly/2jmlyG8
Follow on Twitter: twitter.com/InfoQ
Follow on LinkedIn: www.linkedin.com/company/infoq
Check the landing page on InfoQ: https://bit.ly/2PB0oHh

Jim Rose on Building a Great Engineering Culture in a Remote Team

Software engineers, architects and team leads have found inspiration to build better, high performing teams by listening to the weekly InfoQ Podcast. We have achieved that by interviewing some of the top CTOs, engineers and technology directors from companies like Uber, Netflix and more. Over 500,000 downloads in the last 3 years.

Engineering Culture by InfoQ

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