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The Stack Overflow Podcast

The Stack Overflow Podcast

976 episodes — Page 6 of 20

Ep 728Battling ticket bots and untangling taxes at the frontiers of e-commerce

You can find Ilya on LinkedIn here.You can listen to Ilya talk about Commerce Components here, a system he describes as a "modern way to approach your commerce architecture without reducing it to a (false) binary choice between microservices and monoliths."As Ilya notes, “there are a lot of interesting implications for runtime and how we're solving it at Shopify. There is a direct bridge there to a performance conversation as well: moving untrusted scripts off the main thread, sandboxing UI extensions, and more.” No badge winner today. Instead, user Kaizen has a question about Shopify that still needs an answer. Maybe you can help! How to Activate Shopify Web Pixel Extension on Production Store?See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Aug 16, 202430 min

Ep 727Scaling systems to manage the data about the data

Coalesce is a solution to transform data at scale. You can find Satish on LinkedIn. We previously spoke to Satish for a Q&A on the blog: AI is only as good as the data: Q&A with Satish Jayanthi of CoalesceWe previously covered metadata on the blog: Metadata, not data, is what drags your database downCongrats to Lifeboat winner nwinkler for saving this question with a great answer: Docker run hello-world not working See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Aug 13, 202422 min

Ep 726How we’re making Stack Overflow more accessible

Read Dan’s blog post about the process of making Stack Overflow more accessible.We followed the Web Content Accessibility Guidelines (WCAG), with a few exceptions. For example, we chose to measure color contrast using the Accessible Perceptual Contrast Algorithm (APCA). We quantified the accessibility of our products using the Axe accessibility testing engine.Our accessibility dashboard helps our internal teams and the community track the accessibility of our products: Stacks (our design system), the public platform (Stack Overflow and all Stack Exchange sites), and Stack Overflow for Teams (including Stack Overflow for Teams Enterprise products). We also implemented robust accessibility testing and made those rules open-source in a comprehensive package you can find here.Shoutout to user Beejor for an excellent answer to the question What is the largest safe UDP packet size on the internet?.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Aug 9, 202428 min

Ep 725Unpacking the 2024 Developer Survey results

Read the blog post or dive into the results of our 2024 Developer Survey.A few highlights to get you started: most popular technologies, most admired and desired programming languages, feelings about/use of AI coding tools, and what we know about the global developer community. Speaking of our developer community, Stack Overflow user Frank earned a Stellar Question badge by wondering How to use C++ in Go.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Aug 6, 202423 min

Ep 724How developer experience can escape the spreadsheet

Cortex is an internal developer portal that cuts noise and helps devs build and continuously improve software. Explore their docs or see what’s happening on their blog.Cortex is also hiring, so if you’re an engineer who wants to work on these kinds of problems, check out their careers page.Connect with Anish on LinkedIn or X.Ganesh is also on LinkedIn and X.Shoutout to Alex Chesters, who earned a Great Question badge with How to count occurrences of an element in a Swift array?. See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Aug 2, 202428 min

Ep 723How Stack Overflow fends off scraping bots

As Josh explains, DDoS attacks aim to take down a website, while bot scrapers try to gather as much data as possible without getting caught.Josh Zhang is a staff site reliability engineer (SRE) at Stack Overflow. Connect with him on LinkedIn.ICYMI: In 2022, Josh wrote an article for our blog about how Stack defends itself against DDoS attacks.Stack Overflow user Serge Ballesta won a Lifeboat badge for answering What does |= mean in c++.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jul 30, 202421 min

Ep 722On the web, data doesn’t define us. It creates us.

Jannis Kallinikos is a coauthor of Data Rules: Reinventing the Market Economy (MIT Press, 2024) with Cristina Alaimo, which lays out a framework for a new social science focused on the socioeconomic changes driven by data. You can read an excerpt from Data Rules on our blog here.Explore more of Dr. Kallinikos’s work.Shoutout to Lifeboat badge winner Ebrahim Ghasemi for answering What is the structure of an application protocol data unit (APDU) command and response?See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jul 26, 202420 min

Ep 721The problem with the tech debt mindset

Chelsea Troy defines technical debt and maintenance load in her blog post, “Stop saying ‘technical debt.’”Learn more about technical bankruptcy in this blog post, “Monitoring debt builds up faster than software teams can pay it off.”Joel Spolsky’s classic blog post on avoiding rewriting code from scratch – Things you should never do, part I.Technical debt as explained by Ward Cunningham, who coined the term.Code as an asset, a conversation from Hacker News.Middleware is the “software glue” that provides services to applications beyond those available from the operating system. Ratpack framework is a toolkit for creating high performance web applications.React is a front end javascript library.jQuery is a JavaScript library designed to simplify HTML.Questions about functional programming.User shout out! Nikoksr received the lifeboat badge after answering a question related to math.pow.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jul 23, 202424 min

Ep 720Java, but why? The state of Java in 2024

You can connect with Lenny Primak at Flow Logix, X, LinkedIn, Github, or Mastodon. Got questions about Java? Check out the site.Apache Groovy is a Java programming language. Virtual Threads reduce the effort put into writing and maintaining code as well as observing high-throughput concurrent applications.Apache Shiro is an open-source security framework that can do authentication, authorization, cryptography, and session management. Jakarta EE, or Jakarta Enterprise Edition, is a suite of services that helps developers write enterprise applications for the Java platform. See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jul 19, 202426 min

Ep 719The framework helping devs build LLM apps

LlamaIndex is a data framework for building LLM applications. Check out the open-source framework or get started with the developer community, LlamaHub.Looking for a deeper understanding of RAG? Start with our guide.Wondering how to import `SimpleDirectoryReader` from LlamaIndex? This question has you covered.Jerry Chen is a partner at Greylock. Connect with him on LinkedIn.Read Jerry Liu’s posts on the LlamaIndex blog or connect with him on LinkedIn.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jul 16, 202434 min

Ep 718Why we built Staging Ground

Learn more about Staging Ground on our blog or in the help center.Find Kyle on LinkedIn, GitHub, and Twitter.Spevacus is a full stack developer and Stack Overflow moderator. They’re a participant in Charcoal, a user-run group that fights spam and rude/abusive content across the Stack Exchange network.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jul 12, 202439 min

Ep 717We chat search from both sides now

Stack Overflow and Elastic are collaborating to improve the search experience using vector search and generative AI. Learn more about the new AI features for Stack Overflow for Teams, including Enhanced Search.Learn more about the Elastic platform, including vector search. Developers can start building here.Connect with Paul, Steffi, and Gregor on LinkedIn.Stack Overflow user chepner won a Lifeboat badge for answering How do I use __repr__ with multiple arguments?.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jul 9, 202426 min

Ep 716What can devs do about code review anxiety?

Carol is an applied clinical and intervention scientist: she develops and tests cognitive, behavioral, and social interventions that activate key mechanisms to elicit change. Learn more about understanding and mitigating code review anxiety (the full version of her article is here).You can also check out the code review anxiety workbook.Pluralsight’s Developer Success Lab is a team of scientists studying how developers work, learn, and innovate. Explore more of Carol’s work on code review anxiety, her bio, or her other work, from developer productivity and stress management to coding with GenAI. Connect with Carol on LinkedIn or Mastodon.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jul 5, 202423 min

Ep 715Happy people make better products

Still thinking about developer happiness and productivity? Read Eira’s article about the real 10x developers among us.Connect with Ben Borra through his website or LinkedIn.Asked and answered: Stack Overflow user Jian earned a Great Question badge with How do I close a frozen SSH session?. See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jul 2, 202419 min

Ep 714How to build open source apps in a highly regulated industry

Before Medplum, Reshma founded and exited two startups in the healthcare space – MedXT (managing medical images online acquired by Box) and Droplet (at-home diagnostics company acquired by Ro). Reshma has a B.S. in computer science and a Masters of Engineering from MIT.You can learn more about Medplum here and check out their Github, which has over 1,200 stars, here.You can learn more about Khilnani on her website, GitHub, and on LinkedIn.Congrats to Stack Overflow user Kvam for earning a Lifeboat Badge with an answer to the question: What is the advantage of using a Bitarray when you can store your bool values in a bool[]?See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jun 28, 202425 min

Ep 713A very special 5-year-anniversary edition of the Stack Overflow podcast!

Cassidy reflect on her time as a CTO of a startup and how the shifting environment for funding has created new pressures and incentives for founders, developers, and venture capitalists.Ben tries to get a bead on a new Moore’s law for the GenAI era: when will we start to see diminishing returns and fewer step factor jumps? Ben and Cassidy remember the time they made a viral joke of a keyboard!Ryan sees how things goes in cycles. A Stack Overflow job board is back! And what do we make of the trend of AI assisted job interviews where cover letters and even technical interviews have a bot in the background helping out.Congrats to Erwin Brandstetter for winning a lifeboat badge with an answer to this question: How do I convert a simple select query like select * from customers into a stored procedure / function in pg?See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jun 25, 202423 min

Ep 712Say goodbye to "junior" engineering roles

How would all this work in practice? Of course, any metric you set out can easily become a target that developers look to game. With Snapshot Reviews, the goal is to get a high level overview of a software team’s total activity and then use AI to measure the complexity of the tasks and output.If a pull request attached to a Jira ticket is evaluated as simple by the system, for example, and a programmer takes weeks to finish it, then their productivity would be scored poorly. If a coder pushes code changes only once or twice a week, but the system rates them as complex and useful, then a high score would be awarded. You can learn more about Snapshot Reviews here.You can learn more about Flatiron Software here.Connect with Kirim on LinkedIn here.Congrats to Stack Overflow user Cherry who earned a great question badge for asking: Is it safe to use ALGORITHM=INPLACE for MySQL?See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jun 21, 202429 min

Ep 711Making ETL pipelines a thing of the past

RelationalAI’s first big partner is Snowflake, meaning customers can now start using their data with GenAI without worrying about the privacy, security, and governance hassle that would come with porting their data to a new cloud provider. The company promises it can also add metadata and a knowledge graph to existing data without pushing it through an ETL pipeline.You can learn more about the company’s services here.You can catch up with Cassie on LinkedIn.Congrats to Stack Overflow user antimirov for earning a lifeboat badge by providing a great answer to the question: How do you efficiently compare two sets in Python?See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jun 18, 202426 min

Ep 710The world’s most popular web framework is going AI native

Palmer says that a huge percentage of today’s top websites, including apps like ChartGPT, Perplexity, and Claude, were built with Vercel’s Next.JS. For the second goal, you can see what Vercel is up to with its v0 project, which lets developers use text prompts and images to generate code. Third, the Vercel AI SDK, which aims to to help developers build conversational, streaming, and chat user interfaces in JavaScript and TypeScript. You can learn more here.If you want to catch Jared posting memes, check him out on Twitter. If you want to learn more abiout the AI SDK, check it out here.A big thanks to Pierce Darragh for providing a great answer and earning a lifeboat badge by saving a question from the dustinbin of history. Pierce explained: How you can split documents into training set and test setSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jun 14, 202434 min

Ep 709A peek behind the curtain with Stack Overflow’s sales engineers

You can learn more about these three features on our Overflow AI site.If you want to connect with Tiago, you can find him on LinkedIn. The same goes for Alexa.A shoutout to Stack Overflow user Mahozad for earning a LifeBoat badge with their answer to the question: How can I add Jetpack Compose & xml in the same activity?See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jun 11, 202421 min

Ep 708This startup uses a team of AI agents to write and review their pull requests

You can learn more about Squire AI hereConnect with Patel on his LinkedInCongrats to Bharath Pabba for earning a Great Question badge and helping 129,000 people with a similar question by asking: How to disable source maps for React JS Application?See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jun 7, 202424 min

Ep 707How to prevent your new chatbot from giving away company secrets

You can find Narayan on LinkedIn.Learn more about SnapLogic here.Congrats to our user of the week, Ethan Heilman, for earning a Great Question badge by showing some curiosity and asking: How do I deal with garbage collection logs in Java?This question has been viewed over 175,000 times and helped lots of folks gain some new knowledge :)See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jun 4, 202428 min

Ep 706Can software startups that need $$$ avoid venture captial?

You can find Shestakofsky on his website or check him out on X.Grab a copy of his new book: Behind the Startup: How Venture Capital Shapes Work, Innovation, and Inequality. As he writes on his website, the book:Draws on 19 months of participant-observation research to examine how investors’ demand for rapid growth created organizational problems that managers solved by combining high-tech systems with low-wage human labor. The book shows how the burdens imposed on startups by venture capital—as well as the benefits and costs of “moving fast and breaking things”—are unevenly distributed across a company’s workforce and customers. With its focus on the financialization of innovation, Behind the Startup explains how the gains generated by tech startups are funneled into the pockets of a small cadre of elite investors and entrepreneurs. To promote innovation that benefits the many rather than the few, Shestakofsky argues that we should focus less on fixing the technology and more on changing the financial infrastructure that supports it.A big thanks to our user of the week, Parusnik, who was awarded a Great Question badge for asking: How to run a .NET Core console application on Linux?See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

May 31, 202427 min

Ep 705An open-source development paradigm

Temporal is an open-source implementation of durable execution, a development paradigm that preserves complete application state so that upon host or software failure it can seamlessly migrate execution to another machine. Learn how it works or dive into the docs. Temporal’s SaaS offering is Temporal Cloud.Replay is a three-day conference focused on durable execution. Replay 2024 is September 18-20 in Seattle, Washington, USA. Get your early bird tickets or submit a talk proposal!Connect with Maxim on LinkedIn.User Honda hoda earned a Famous Question badge for SQLSTATE[01000]: Warning: 1265 Data truncated for column.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

May 28, 202422 min

Ep 704Would you board a plane safety-tested by GenAI?

Robin is the author of a practical handbook for Selenium test automation.Connect with Robin on LinkedIn, Twitter, or via his website. Shoutout to user2651084, who earned a Great Question badge by asking How do I reset the Jupyter/IPython input prompt numbering?. See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

May 24, 202420 min

Ep 703How to train your dream machine

Galileo is an end-to-end platform for GenAI evaluation, experimentation, and observability. Learn more by exploring their docs.Galileo’s Hallucination Index is a ranking and evaluation framework for LLM hallucinations (it includes a blooper reel).Connect with Vikram on LinkedIn.Stack Overflow user Petr Janeček won a Lifeboat badge for answering Null array to empty list, a question that’s helped more than 47,000 other curious folks.Are you a software developer? Take Stack Overflow’s annual survey about how you learn and level up, which tools you’re using, and which ones you want most. You can check out the results of previous surveys here.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

May 21, 202432 min

Ep 702OverflowAI and the holy grail of search

OverflowAI is a GenAI-powered add-on for Stack Overflow for Teams that does the heavy lifting of discovering and distilling information into a coherent answer. It encompasses three modules: Enhanced Search, an upgraded search experience; Stack Overflow for Visual Studio Code, an IDE extension; and Auto-Answer App for Slack, which automates access to essential team knowledge. Read about why OverflowAI is a big step toward integrating GenAI offerings into knowledge communities and dig into what’s launching and why it’s valuable.Connect with Ash on LinkedIn.Big props to Stack Overflow user Jennifer M., who earned both a Great Question badge and a Famous Question badge by wondering How to combine the sequence of objects in jq into one object?.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

May 17, 202431 min

Ep 701Spreading the gospel of Python

Al Sweigert is the author of Automate the Boring Stuff with Python and many other books about programming. You can read them all for free here.His scroll art project introduces beginners to programming by letting them turn loops and print() into animated ASCII art.Al joined us from a retreat at the Brooklyn, NY-based Recurse Center, which offers free, self-directed retreats for programmers. Learn how to apply here.PyCon US 2024 is May 15-23, 2024, in Pittsburgh, Pennsylvania.Connect with Al through his website.Shoutout to user Alex. S., who asked Stack Overflow’s most popular Python question ever: What does the "yield" keyword do in Python?. It’s helped 3.3 million people and counting.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

May 14, 202425 min

Ep 700Between hyper-focus and burnout: Developing with ADHD

Read Eira’s two-part series about developers with ADHD here and here.Chris recommends that devs with ADHD employ a “second brain” to help them track and remember information. Read Eira’s article on what second brains reveal about how we work.A few years back Chris joined us to talk about the most lightweight web “framework” around: VanillaJS. Listen to the episode.Chris offers classes and workshops for front-end developers, plus daily advice for developers with ADHD.Connect with Chris through his website or social media.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

May 10, 202429 min

Ep 699Reshaping the future of API platforms

Kong is a cloud-native API gateway. Find them on GitHub.We last spoke with Marco in 2023. infConnect with Marco on LinkedIn.Congrats to Famous Question badge winner mjbradford7 on How to re-render one component from another in React.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

May 7, 202426 min

Ep 698The reverse mullett model of software engineering

If you’ve been laid off or you’re just sweating the possibility, here’s what to do. Check out the results of our last job market survey. Connect with Patrick on LinkedIn.Shoutout to stevenkucera, who earned a Stellar Question badge with How do I create a global, mutable singleton?.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

May 3, 202423 min

Ep 697Net neutrality is in; TikTok and noncompetes are out

In a narrow vote, the US Federal Trade Commission banned almost all noncompete agreements, a staple of the tech industry for years.Learn how a 2017 tax law is haunting startups in 2024.Finnish hacker Aleksanteri Kivimäki exposed tens of thousands of confidential psychiatric records and tried to extort payment directly from the affected patients. Read more about it here or here. It happened: President Biden signed the TikTok “ban,” setting a deadline for the platform’s parent company, China-based ByteDance, to divest the app within a year. And TikTok faces yet more hurdles ahead.Net neutrality is back, baby. Here’s what that means.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Apr 30, 202418 min

Ep 696Supporting the world’s most-used database engine through 2050

SQLite is the most used database engine in the world. Stop by the forum or explore the docs.Devs have pledged to support SQLite through the year 2050. The developer with a team of three, all of them himself at different points in time, was Tarn Adams of Dwarf Fortress fame. On Stack Overflow, 1.2 million people have found the answer to How can I list the tables in a SQLite database file that was opened with ATTACH?. See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Apr 26, 202428 min

Ep 695Is GenAI the next dot-com bubble?

Meta’s open-source Llama 3 model puts Meta’s AI assistant head-to-head with ChatGPT.Stability AI laid off 10% of its workforce, the first major AI foundation model to reduce its workforce since the advent of generative AI.Is the dot-com bubble a cautionary tale for AI enthusiasts? Listen to the episode of Marketplace from NPR.Do LLMs support Wittgenstein’s position that “meaning is use”? That depends whether you’re talking pre or post Tractatus, of course.TikTok wouldn’t lie to you: you really can make friends with your local crows. Eira’s proven method for befriending crows: Feed them dry cat food on a consistent schedule, so they learn you’re reliable, and watch them eat, so they grok that you are feeding them intentionally.Stack Overflow user Arman Ordookhani received a well-deserved Lifeboat badge for telling nearly 30,000 people How to free memory in go.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Apr 23, 202424 min

Ep 694Why configuration is so complicated

Why can’t configuration be made simple? Apple is making it easier for users to repair their iPhones with used parts.Texas is swapping human graders for AI.Automattic (owner of WordPress) is acquiring Beeper for $125M.Silicon Valley or not, San Francisco’s train system still uses floppy disks. But don’t worry, an upgrade is coming—in 2030.Shoutout to Bite code, who earned a Stellar Question badge with How do I change the URI (URL) for a remote Git repository?.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Apr 19, 202417 min

Ep 693If everyone is building AI, why aren't more projects in production?

Get started with MongoDB Atlas on Google Cloud today. Read more from the MongoDB DevRel team at the MongoDB Developer Center.Learn more about Google’s Gemini models. Shout out to thitemple for their Lifeboat-worthy answer to In TypeScript, how do I declare a function that returns a string type array?.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Apr 17, 202441 min

Ep 692How do you evaluate an LLM? Try an LLM.

Connect with Michael on LinkedIn. Shoutout to user1083266, who earned a Stellar Question badge with How to store image in SQLite database.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Apr 16, 202432 min

Ep 691Diverting more backdoor disasters

ICYMI: A backdoor in XZ, a popular open-source compression utility, highlights the risks of relying on open-source software maintained by small teams. Read more about the cyberattack here.Apple’s new LLM, Ferret, could help Siri understand the user interfaces of mobile displays, potentially expanding the capabilities of Apple’s digital assistant. Shoutout to Stack Overflow user cheese1756, who earned a Great Question badge by asking How do I ensure that whitespace is preserved in Markdown?.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Apr 12, 202418 min

Ep 690Climbing the GenAI decision tree

Learn more about the potential of AI inference with OpenVINO Notebooks.Check out the previous podcast with Intel, where we talk with Raymond Lo about how hardware and software work together with AI.Connect with Ria on LinkedIn or GitHub. Congrats to Lifeboat badge winner Kevin, who showed what they know about TypeError; Must use key word argument or key function in Python 3.x.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Apr 10, 202425 min

Ep 689Want to be a great software engineer? Don’t be a jerk.

A developer discovered a backdoor in XZ, a popular open-source compression utility. Read more about the cyberattack here.A Microsoft technical report pinpoints 54 attributes of great software engineers.A new report from The Economist lays out how AI is changing drug development.Are you sick of hearing about AI? What topics or technologies would you rather hear us talk about? Email us at [email protected] or DM Ben here.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Apr 9, 202419 min

Ep 688What a year building AI has taught Stack Overflow

You can find Jessica on LinkedIn.We've published several posts, including this most recent one, about our attempt to shape an ethical approach to combining our community of knowledge and today's AI systems.Check out this blog post that details some of the work we did to build our data platform. Congrats to macfij on your lifeboat badge for answering the question: How can I do a CTRL + A and a CTRL + C?See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Apr 5, 202422 min

Ep 687Are long context windows the end of RAG?

DBRX, an open, general-purpose LLM created by Databricks, reportedly outperforms GPT-3.5 and is competitive with Gemini 1.0 Pro.Recent research found that large, complex LLMs use a simple mechanism to retrieve stored knowledge in response to a user prompt. These mechanisms can help researchers reveal what the model knows and potentially even correct false information it has stored.FTX co-founder Sam Bankman-Fried, whose downfall began in late 2022, was sentenced last week to 25 years in prison for conspiracy and fraud. Find Michael on LinkedIn.Find Cassidy on her website.Stack Overflow user Bucket received a well-deserved Lifeboat badge for rescuing How to calculate decimal(x, y) max value in SQL Server from an ocean of ignorance.Chapters (please note that these timestamps may not be exact): 00:00 Introduction and White Paper Discussion02:01 Long Context Windows and Retrieval Augmented Generation05:56 Models' Ability to Recall Relevant Information07:18 Models' Creativity and Thinking Outside the Box09:41 Advantages and Limitations of Models' Knowledge15:09 Databricks' Open Language Model22:25 Sam Bankman-Fried’s Sentence and the Effects on Crypto/Blockchain31:28 Closing Remarks and Lifeboat BadgeSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Apr 2, 202428 min

Ep 686Will antitrust suits benefit developers?

Small nations like Anguilla (.ai) and Tuvalu (.tv) are benefiting from their coveted domain names.The US government is suing Apple for violation of antitrust laws, which could have a huge impact on devs, end users, and the whole ecosystem. Reddit went public last week despite not being profitable since its launch in 2005.How can you give feedback on a poorly reviewed PR? The Software Engineering Stack Exchange has ideas.The four day work week is probably not the solution to our work-life balance problems.AI-powered software development tools like Devon show promise, but their impact on code quality and maintainability remains an open question.Shoutout to Robert, who earned a Lifeboat badge by explaining Square brackets in CSS.Chapters00:00 Introduction00:31 The Impact of Dot AI Domain Space01:07 Antitrust Cases Against Apple04:01 Vendor Lock-in and Apple's Ecosystem05:08 Issues with Infotainment Systems and Apple Play06:29 The Benefits and Challenges of a Four-Day Work Week08:03 Providing Feedback on a Badly Reviewed PR10:00 The Importance of Clear Expectations in Code Reviews11:40 The Potential of AI Tools in Development14:01 Reddit Going Public and the Future of Tech Companies15:29 AI Tool Devon and the Challenges of Operationalizing AI Projects21:22 Shoutout and Closing RemarksSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Mar 29, 202419 min

Ep 685Controlling cloud costs: Where to start, and where to go from there

To learn more about the signs that indicate you may be paying more for your cloud computing that you should, check out DoIT’s seven red flags guide. We’ve spoken with DoiT on the podcast before about LLM hallucinations and the security threats that LLMs open.DoiT’s sales pitch is simple: they provide technology and expertise to clients who want to use the cloud, free of charge, with the big cloud providers paying the bills.Congrats to Lifeboat badge winner Sravan K Ghantasala for their answer to How to sort file lines in Bash?Find Joshua at joshuafox com.Chapters00:00 Introduction and Cloud Cost Control01:08 Joshua Fox's Background04:20 Understanding FinOps06:17 The Importance of Good Architecture08:18 Balancing Flexibility in Architecture10:04 Surprise Costs and Dealing with Them13:19 Bracing for Unexpected Cloud Costs25:41 The Future of Cloud Cost Optimization27:09 Closing RemarksSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Mar 27, 202427 min

Ep 684Data, data everywhere and not a stop to think

Cribl is a data management platform. Check out their sandbox or explore their products.Cribl Stream is their vendor-agnostic observability pipeline.If you’re new to the term, the observability pipeline is a crucial component of the cloud-native world.Connect with Nick on LinkedIn.Chapters00:00 Introduction and Background03:23 The Data Landscape and Generative AI06:08 Incumbents vs. Startups in the Data Space07:46 Challenges of Data Storage and Exfiltration09:38 Securing Large Warehouses of Data12:21 Data Quality and ETL Pipelines16:05 Measures of Data Quality for Gen AI22:04 Cribl’s Role in the Data and Observability Space26:20 The Pros and Cons of Richer Observability Monitoring28:11 Closing Remarks and ShoutoutSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Mar 26, 202427 min

Ep 683Is AI making your code worse?

GitClear is a developer-friendly code review tool that aims to deliver higher developer satisfaction and faster releases. Check out their blog or find them on GitHub.GitClear’s research focuses on how AI code-gen tools have impacted code quality (and not in a good way).Find Bill on LinkedIn.Chapters00:00 Introduction 00:30 Background of the Research06:09 Business Model of GitClear09:46 Copy Pasted Code10:26 Churn Code12:21 Code Readability14:12 Code Suggestions and Auto-Completion16:34 Drop in Moved Code23:18 Larger Token Windows26:31 Improving Gen AI28:46 ConclusionSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Mar 22, 202428 min

Ep 682Why the creator of Node.js® created a new JavaScript runtime

Node.js® is an open-source JavaScript runtime environment.Deno is an open-source JavaScript, TypeScript, and WebAssembly runtime. Explore the quick start or check out Deno by example, a collection of annotated examples of how to use Deno.JSR is an open-source package registry for JavaScript and TypeScript.Keep up to date with Ryan on GitHub or his blog.Shoutout to Stack Overflow user Squadrons, who earned a Great Question badge by asking for a Pure javascript method to wrap content in a div.Chapters:00:00: Introduction and Background01:08: Creating Node.js05:00: JavaScript on the Server Side07:23: Impact of Node.js09:18: Edge Function System12:13: Protecting Against Malicious Use16:02: JSR: Alternative to NPM31:01: JSR and its Stage34:20: Future of JavaScript36:19: Closing and ShoutoutsSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Mar 19, 202432 min

Ep 681Your whole repo fits in the context window

AI shops are now releasing LLMs optimized for RAG. Turn a repo into a prompt for a long-context LLM.Perplexity AI is an AI-powered search and discovery tool.Good news for developers: Apple will not remove progressive web app support on iOS in the EU.Basil Bourque earned a Lifeboat badge by explaining How to get full name of month from date in Java 8 while formatting.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Mar 15, 202418 min

Ep 680How Stack Overflow is partnering with Google to encourage socially responsible AI

Stack Overflow has teamed up with Google Cloud to develop an API—Overflow API—to give Gemini, Google’s AI model, access to Stack Overflow knowledge communities. Learn how Ryan’s team is working toward socially responsible AI.Connect with Ryan on LinkedIn.Stack Overflow user verygoodsoftwarenotvirus earned a Great Question badge by asking something at least 87,000 people have also wondered: How can I get all keys from a JSON column in Postgres?.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Mar 12, 202425 min

Ep 679A leading ML educator on what you need to know about LLMs

Check out Maxime’s three-part LLM course. Part 1 “covers essential knowledge about mathematics, Python, and neural networks.Part 2 “focuses on building the best possible LLMs using the latest techniques."Part 3 “focuses on creating LLM-based applications and deploying them.” Read Maxime’s blog.Follow Maxime on GitHub or LinkedIn.Nikhil Wagh earned a Lifeboat badge by explaining how to Efficiently compare two sets in Python.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Mar 8, 202431 min