The Stack Overflow Podcast

Read more about Stack Overflow’s future here.

Learn more about HumanX here. Missed it this year? The event takes place again on April 7-9, 2026 in San Francisco. Early birds can register here.

Follow Prashanth on LinkedIn or explore his posts on our blog.

Ionic is a platform for building and deploying modern mobile applications and micro frontend experiences. It’s open source, too. 

Two mobile tools got multiple mentions on this episode: Xcode and Material Design. 

Connect with Maria on LinkedIn. 

Sentry is an application monitoring software. Explore the Sentry docs or get started in the sandbox.

Connect with Tillman on LinkedIn. You can also read his posts on the Sentry blog.

Listeners, how do you handle stack traces? How do you trace the root cause? Let us know at [email protected]. 

Sentry user? The company would love to hear your feedback. Let them know what you think on Discord. 

Lisbeth cofounded and coleads the Compute for Climate Fellowship, which funds climate tech startups using advanced cloud computing and AI. Applications are open until April 6, 2025.

Read about how some climate tech startups are leveraging GenAI.

Connect with Lisbeth on LinkedIn. 

Stack Overflow user JohnsonYuan earned a Lifeboat badge by answering Why can't I enter the url on my phone's browser to view my live site?. Nice work!

Welcome to Leaders of Code, a new business segment of the Stack Overflow podcast. On this show, we chat with business, tech, and engineering leaders from forward-thinking companies across industries about their business strategies, the challenges and opportunities of building high-performing teams, driving innovation, leveraging the power of AI, and other key topics. Tune in every second Thursday for real-world success stories, actionable strategies, and fresh perspectives to help you navigate your leadership and growth journey.

In our very first episode, Stack Overflow CEO Prashanth Chandrasekar talks to Don Woodlock, Head of Global Healthcare Solutions at InterSystems, about the challenges in their AI journey and the critical role of a robust data strategy in any successful AI initiative.

They also:

• Discuss the importance of maintaining a human-centric approach when automating processes with GenAI, emphasizing trust-building as a top priority.
• Dive deep into specific use cases and real-world successes and obstacles in AI implementation, from data scalability to system integration.
• Share their perspectives on common misconceptions about AI in today’s landscape.

Episode notes:

• Connect with Don Woodlock on LinkedIn, explore his video series Code to Care, and learn more about InterSystems.
• Read more about Knowledge-as-a-service.
• Learn more about creating a private instance of Stack Overflow for your team or org with, Stack Overflow for Teams. 
• Read more about OverflowAPI, a subscription-based API service that provides continuous access to Stack Overflow’s public dataset to train and fine-tune large language models.

Warp is an intelligent terminal that combines AI tools and developer resources in one interface. Zach’s hope was to give more developers access to the arcane magic of the command line.

Connect with Zach on LinkedIn.

If you’re a terminal user, which one is your go-to and why? Let us know at [email protected]. 

Postgres is an open-source database. EDB offers enterprise-grade features and support for Postgres from self-managed to fully-managed, cloud-based DBaaS.

Find Jezz on LinkedIn. 

Shoutout to Stack Overflow user Jonny, who won a Populist badge with their exceptional answer to quantile function for a vector of dates.

Episode notes:

Infineon is a global semiconductor company for power systems and IoT.

You can connect with Clark and Alexander on LinkedIn. 

Congrats to Lifeboat badge winner hdsenevi for their answer on Unrecognized font family 'Roboto' - React Native iOS.

Semgrep is an AppSec platform that lets devs deploy static application security testing (SAST), software composition analysis (SCA), and secret scans. Explore their docs.

Tanya is the author of Alice and Bob Learn Secure Coding and Alice and Bob Learn Application Security.

She’s also written for our blog:Three layers to secure a software development organization and Continuous delivery, meet continuous security.

Secure coding might be an issue of national security. 

Follow Tanya on LinkedIn or check out her website.

Stack Overflow user Reishin earned a Populist badge with their answer to piping from stdin to a python code in a bash script.

Smartling is an enterprise translation platform that includes AI-powered translation solutions.

Connect with Olga on LinkedIn. 

Kudos to Stack Overflow user Suleka_28, who earned a Populist badge by explaining how to convert logits to probability in binary classification in tensorflow.

Diffblue Cover is an AI agent for testing complex Java code at scale. Check out their docs to get started automating unit tests today.

This article will help you understand the difference between Diffblue Cover and Copilot.

Find Animesh on LinkedIn.

Stack Overflow user Keet Sugathadasa earned a Populist badge by answering a question in the CI/CD Collective: Gitlab CI CD variable are not getting injected while running gitlab pipeline.

CLEAR is an identity company trying to take the friction out of air travel (such as with TSA PreCheck, available through CLEAR), stadium events, and other experiences that require security screening. 

Find Caitlin on LinkedIn. 

Shoutout to Stack Overflow user Patrick Pijnappel, who earned a Populist badge with their answer to Redirect all output to file using Bash on Linux?. It’s helped 230,000 people and counting.

Forerunner provides a platform for floodplain management. 

Do you also have gnarly caching issues? Check out an overview of how we use caching at Stack Overflow. 

If you want to connect with Lauren, head over to her LinkedIn page. 

Transcend is a data privacy and governance platform. See what they’re up to on their blog or dive into their docs.

Find Minh on LinkedIn.

Stack Overflow user ivanavitdev earned a Populist badge with their exceptionally thoughtful answer to How to use toSorted() method in TypeScript.

Hasura is a GraphQL API platform. Get started exploring here.

Read Ken’s article on the data doom loop.

Find Ken on LinkedIn. 

Shoutout to Stack Overflow user liquorvicar, who earned a Lifeboat badge with an exemplary answer to Checking value in an array inside one SQL query with WHERE clause.

OceanBase is an open-source distributed database. Check it out on GitHub.

For more information, follow OceanBase on LinkedIn, X, and YouTube.

To connect with Charlie Yang, find him on LinkedIn.

Got questions about OceanBase? Join the discussion here on Stack Overflow.

Speakeasy builds API tooling for developers.

Find Sagar on LinkedIn. 

Kudos to Stack Overflow user Bergi, who earned a Lifeboat badge with an exemplary answer to What is the Universal Module Definition (UMD)?.

Verkada is a cloud-based video security company. 

Back in the innocent days of 2021, we spoke with a company that makes smart dashcams. See how far video and image processing has come. 

Congrats to Reg for earning a Lifeboat badge for their answer on What is the difference between JSP and Spring?

Tres.js is an open-source 3D engine for Vue built on Three.js. 

Find Jaime on LinkedIn or GitHub or explore his creative lab.

Push is a browser-based identity security platform that detects and blocks identity attacks, enforces security controls, and monitors employee logins to cloud accounts.

Shoutout to Stack Overflow user zwol, who earned a Lifeboat badge with an excellent answer to How would you write the equivalent of this C++ loop in Rust.

Schematic offers SDKs for packaging, pricing, and entitlements. 

Check out Ben’s article on feature flags. 

Listen to Bill Tarr from AWS and Brian Rinaldi (then at LaunchDarkly and now at Localstack) talk about the opportunity to extend feature flags beyond deployment and rollout and into entitlement management and monetization.

Find Fynn on LinkedIn.

Find Ben on LinkedIn.

feature flags, software development, technical debt, business strategy, product management, feature management, DevOps, software engineering, pricing models, entitlements

ClickUp is a work and chat platform designed to streamline workflows and make people more productive.

You can find RJ on LinkedIn or explore his posts on the ClickUp blog.

Shoutout to Stack Overflow user Hemant Singh, who helped the community understand pause vs stop in docker.

Check out Cloudflare’s 2024 Year in Review.

Read John’s posts on the Cloudflare blog or connect with him on LinkedIn. 

Shoutout to user Timo Kähkönen for providing knowledge-seekers with a cheap algorithm to find measure of angle between vectors.

ApartmentAdvisor helps renters find apartments and navigate more complicated markets. 

What were the people who wrote the Agile Manifesto thinking? Listen to our podcast with original signatory Jim Highsmith and find out. 

You think the tech is impressive? Wes played the first “perfect” game of Donkey Kong. 

Find Wes on GitHub, LinkedIn, Twitter, or his website. 

Find Geoffrey (Jef) Huck on LinkedIn or check out his website.

Stack Overflow user Matt earned a Lifeboat badge by explaining What is the difference between Tomcat containers and Docker containers?. 

Postman is an API development platform that lets developers prototype, document, test, and demo all their APIs in one place.

Postman’s cofounder and CEO recently wrote about the rise of agentic AI.

Find Sterling on LinkedIn. 

Shoutout to Stack Overflow user Knossos, who earned a Lifeboat badge by answering What is the difference between TextView and TextViewCompat. 

APIs, AI, GraphQL, REST, gRPC, API-first, Sterling Chin, Postman, technology, software development

Twilio, a communication platform as a service (CPaaS), allows developers to build voice, video, and messaging capabilities into their apps. Devs can get started with their docs.

Find Inbal on LinkedIn.

Kudos to Stack Overflow user Wesos de Queso for explaining how to Prevent a toggle group from not having a toggle selected - Java FX.

AI, Twilio, Inbal Shani, machine learning, LLM, developer productivity, responsible AI, tech stack, customer engagement, conversational AI

To learn more about technology or careers at Intuit, visit intuit.com/technology. 

Want to read more about rapid prototyping at Intuit?

To connect with Himanshu, find him on LinkedIn. 

Polly is an embedded insurance company, which means you buy the insurance for a car or house at the same time as you buy the car or house itself. 

 Redux is a state management library for JavaScript. 

We’ve talked about the productivity drains that meetings can have previously on the blog. 

Connect with Jon on LinkedIn

. 

Jetify gives developers a cloud environment for building AI powered applications. 

Check out their blog or explore Jetify Cloud, a suite of managed services designed to make software development easier for teams.

Daniel is on LinkedIn. 

Stack Overflow user Dhaval Simaria earned a Lifeboat badge by explaining the Difference between pushing a docker image and installing helm image. 

In this episode: Whether AI coding tools are making your code worse, how AI can improve pull requests, building software through prompt engineering, using AI to write cleaner code, and what we can expect from this technology in 2025 and beyond. 

Listen to the full versions:

• Is AI making your code worse? - Stack Overflow
• This startup uses a team of AI agents to write and review their pull requests - Stack Overflow
• Meet the AI-native developers who build software through prompt engineering - Stack Overflow
• The new pair programming: an AI agent that cleans your code as you write - Stack Overflow
• A student of Geoff Hinton, Yann LeCun, and Jeff Dean explains where AI is headed - Stack Overflow

In this episode: The birth of React, how the world’s biggest open-source business is leveraging LLMs, the creator of Jenkins on CI/CD, the creator of Node.js and Deno on open-source evolution, and an open-source development paradigm.

Listen to the full versions:

• How a creator of React is rethinking IDEs - Stack Overflow
• The world’s largest open-source business has plans for enhancing LLMs - Stack Overflow
• The creator of Jenkins discusses CI/CD and balancing business with open source - Stack Overflow
• Ryan Dahl explains why Deno had to evolve with version 2.0 - Stack Overflow
• An open-source development paradigm - Stack Overflow

In this episode: Why developers need to upskill faster than ever, the relationship between stock prices and layoffs, how the job market for developers has changed, and the evolution of engineering roles post-GenAI.

Listen to the full versions:

• The half-life of developer skills is shrinking rapidly - Stack Overflow
• AI isn't putting tech workers out of jobs, the stock price is - Stack Overflow
• The reverse mullet model of software engineering - Stack Overflow
• Say goodbye to "junior" engineering roles - Stack Overflow
• The evolution of fullstack engineers - Stack Overflow

Adora is the author of Cloud Engineering for Beginners, Beginning Azure DevOps, and Confident Cloud.

She’s also the founder and executive director of NexaScale, an ed-tech non profit that offers educational support and simulated work experiences for entry-level software engineers, designers, and product managers. Check out their programs.

Find Adora on LinkedIn or through her website.

Alexi leverages AI to streamline litigation workflows and speed up research, with an eye to giving lawyers more time and energy to devote to client strategy and support. 

Find Mark on LinkedIn. 

Shoutout to Stack Overflow user ycr for dropping some knowledge in our CI/CD Collective: How to get the BUILD_USER in Jenkins when a human rebuilds a job triggered by timer?.

Here’s a quick preview of the episode:

“The founding thesis was, let’s try and build an AI that knows the law. And if we do that, there'll be lots of applications throughout the legal field. We knew that these foundational models, the underlying technology, were going to continue to improve and allow us to do more and more.” 

“I mean, law is one of the fields where it seems like these large language models could have the most utility, because often what you're doing is taking on a case with potentially an enormous amount of case law that you need to search through to find the needle in a haystack that will help you and/or enormous amount of documents that you need to search through. And so a system that's capable of understanding, synthesizing, and annotating and pointing you to the ground truth is incredibly valuable.”

“ It's not supposed to give legal advice if it doesn't have the licensure and the insurance.”

“Part of the problem is we have these laws that are just not being enforced at all. And so either the laws have to change or they need to start getting enforced.”

“ We realized that if we have almost 100% recall in the top 5,000 documents, why don't we just apply some sort of agentic flow to filter down from these 5,000 to the 10 documents that were really needed?"

Thoughtful AI provides AI agents that help revenue cycle management (RCM) teams get providers their money from insurance companies. 

Does AI have a better bedside manner than doctors? One study suggest they do. 

Connect with Dan on X and LinkedIn. 

Congrats to Populist badge winner Marcio Mazzucato for doing the accepted answer one better on How do I emulate a 403 error page?.

Want a preview? Here are some great quotes from this episode: 

“ The human transformation of getting off of this computer platform and back out into the world and back out into trying to advance, some of the existential, whether it's risks or opportunities or threats, but get away from this huge workforce sitting in front of computers. We also have this fundamental belief that humans actually aren't great at operating computers, but other computers are really good at it.”

“ We find the average RCM team has attrition rates of 10 to 40%, which is three to 10X other industries. So they already have a leaky bucket. They are actually understaffed. They are having trouble keeping up. So for us, it's more about adding abundance of capacity at a much more lower cost that a higher quality that will allow them to be more financially sound organizations. I know there's a lot of conversation about replacing the actual human. Yeah, of course. There are folks out there who organizations will look and say, Hey, if you're just sitting there moving data around and you're not very good at it and you hate that job and like it's hard to staff and train, it's going to make a lot of sense to replace with an AI solution.”

“ We think our mission is to fix the healthcare system, not to duct tape the current environment. And we have multiple acts in our mission to achieve that. And I completely align. It is the broken down institutions. That is actually what's driving a lot of the problem. We do have to get closer to the metal or we do have to get closer to the systematic changes. And, that's likely going to require some big movement as it relates to how the money moves.”

NightVision offers web and API security testing tools built to integrate with developers’ established workflows. NightVision identifies issues by precise area(s) of code, so devs don’t have to chase down and validate vulnerability reports, a process that eats up precious engineering resources. Get started with their docs.

Connect with Kinnaird on LinkedIn. 

Stack Overflow user Cecil Curry earned a Populist badge with their exceptionally thoughtful answer to In Python how can one tell if a module comes from a C extension?.

Some great excerpts from this episode:

“From the program side, I would say if you're running a security program or you're starting from day one, there's a danger with security people and being the security person who's out of touch or doesn't know what the life of a developer is like. And you don't want to be that person. And that's not how you have actual business impact, right? So you got to embed with teams, threat model, and then do some preventative security testing, right? Testing things before it gets into production, not just relying on having a bug bounty program.”

“With code scanning, you're looking for potentially insecure patterns in the code, but with dynamic testing, you're actually testing the live application. So we're sending HTTP traffic to the application, sending malicious payloads in forms or in query parameters, et cetera, to try to elicit a response or to send something to an attacker controlled server. And so using this, we're able to. Not just have theoretical vulnerabilities, but exploitable vulnerabilities. I mean, how many times have you looked at something in GitHub security alerts and thought, yeah, that's not real. That's not exploitable. Right. So we're trying to avoid that and have higher quality touch points with developers. So when they look at something, they say, okay, that's exploitable. You showed me how. And you traced it back to code.”

Instabug helps developers monitor, prioritize, and debug performance and stability issues throughout the mobile app development lifecycle. Get started with their docs.

Connect with Kenny on LinkedIn. 

Stack Overflow user itoctopus earned a Populist badge by explaining how to Break huge URLs so they don't overflow.

Some great excerpts from today’s episode: 

On why they built a lean, mean SDK: “Nowadays mobile developers spend a lot of time thinking about SDK bloat and how much they're taxing their app’s performance just from the SDKs they’re including. We spent a lot of time and a lot of effort making sure that our SDK has very minimal performance impact. You can't do this without any performance impact, but making sure that it has really minimal performance impact as an SDK itself. A lot of that has to do with the way in which, from years of experience, we capture the information and offload certain information to storage for when we have network connectivity bandwidth later so that we're not constantly eating network.”

On the future of self-fixing code and mobile app development: “Our belief is that the place where we're going to see this kind of auto fixing of code, auto healing of code, it's probably going to be mobile first. So we're invested heavily in seeing that reality. You can think of it as straightforward as crashes, for example. There's a known set of crash error codes. And so there's a known set of crash behaviors. So it's pretty easy for us. And that was what our smart resolve 1.0 was to get to, Hey, this is generally how you should solve these types of crashes. Our 1.0 version is not giving you code suggestions, but it's at least giving you known best practices from places like Stack Overflow and others that have content about how to solve these types of problems.”

On using AI models to spot UI issues: “We think that there are a lot less deterministic ways to spot a frustration signal. So the thing we're working on is, on device models for your users’ behavior that will allow our SDK to capture a frustration signal that nobody else has. Maybe today when I opened my banking app, I usually look at page one and then do a transfer, check out my balance, and now I'm doing this weird swiping behavior because something's not working well. A model could spot that. It wouldn't be reported as a bug, but a model could spot that.”

Tabnine is an AI code assistant that offers AI tools for code generation, testing, and code review.

Eran was previously a researcher at IBM, where he worked on IBM Watson. 

Connect with Eran on LinkedIn.

Stack Overflow user Anders earned a Populist badge with their first-class answer to How to detect the current screen resolution?.

Fabrizio is now the lead documentation engineer Tinybird, a data platform for user-facing analytics. Get started with their docs or explore their blog.

Find Fabrizio’s blog here. Some reading suggestions:

• What docs as code really means
• How I'm using AI as a technical writer
• Why I became a Documentation Engineer (and what that even means)

Find Fabrizio on LinkedIn or GitHub.

Sukhi is a senior product manager for Permission Slip by Consumer Reports, an app to help people exercise their digital data privacy rights.

Consumer Reports is a nonprofit organization with a long history of protecting consumers’ rights and advocating for changes that make them safer.

Connect with Sukhi on LinkedIn or via her website. 

Shoutout to Stack Overflow user Martijn Pieters, who’s earned over a million reputation by delivering wisdom to questions like Runtime of python's if substring in string.

Hello everyone and welcome to the very first episode of We'll Be in Touch, a new podcast series from Stack Overflow. 

This show will explore the world of job interviews, career development, and software engineering. Each episode, we'll sit down with folks working in software development to hear their stories, dive into their latest projects, learn about tricky bugs they've tackled, and discuss the tricks they use to keep up with all the latest languages and frameworks.

Your host, Kyle Mitofsky, is a Staff Software Engineer here at Stack Overflow. With over a decade of experience as an independent contributor, manager, and team leader, he's interviewed a wide range of people and is excited to be able to share these revealing and engaging conversations, WITHOUT the pressure of an actual job interview.

Whether you're an aspiring developer or a seasoned professional, join us as we delve into meaningful discussions that can help shape your career. We're kicking off the series by chatting with a former colleague of Kyle's, Yaakov Ellis, a long time Stack Overflow community member and employee who currently  holds a role as a Staff Engineer at Intuit.

Moderne is an open-source company building automated source code transformations for framework migrations, vulnerability patches, and API migrations. Explore the platform here.

OpenRewrite is a community-driven open source project that consists of an auto-refactoring engine that runs prepackaged refactoring recipes for common framework migrations, security fixes, and stylistic consistency tasks.

Connect with Jonathan on LinkedIn.

Props to Stack Overflow user Benjamin Atkin, who earned a Populist badge by offering up some wisdom on Rails - How to refresh an association after a save.

Chris works at Sledgehammer Games (a division of Activision), which develops titles in the Call of Duty franchise. Explore their open roles here.

Want to see Chris’s engine in action? Check out COD: Modern Warfare III.

Connect with Chris on LinkedIn.

Kudos to Stack Overflow user teh.fonsi, who earned a Lifeboat badge by explaining How to execute 1 command x times in java. 

Clarifai is a developer-friendly AI workflow orchestration platform built to help devs integrate AI into technical workflows and customer experiences.

We’ve written about best practices for integrating AI tools into your workflows.

Connect with Matt on LinkedIn or via his website. You can also read his posts on the Clarifai blog. 

Well-deserved congrats to Stack Overflow user Jay Wick, who earned a Populist badge by explaining how to Get image preview before uploading in React.

Or Lenchner is the CEO of Bright Data, a web data platform that offers ready-made datasets, proxy networks, and AI-powered web scrapers. Developers can get started with their docs here.

ICYMI, read our blog post about the knowledge-as-a-service business model and how it will guide the future of our paid platform. 

AI answers alone aren’t knowledge.

Connect with Or on LinkedIn. 

Stack Overflow user guizo earned a Populist badge by explaining How can I minify JSON in a shell script?.

Logan previously worked at OpenAI, where he led developer relations. He’s now a senior product manager for Google AI Studio, the fastest way for devs to get started with the Gemini API. 

Logan’s team just rolled out Grounding with Google Search, a feature built to help developers get fresher, more accurate responses from the Gemini models aided by Google Search. Learn more here.

Connect with Logan on LinkedIn. 

Props to Stack Overflow user Jonik, who earned a Populist badge by explaining How to write an S3 object to a file?.

Want to learn more about the early days of React? React.js: The Documentary gives you the full story from the perspective of the developers who created it.

Vercel is a native Next.js platform.

v0 aims to democratize software development for non-technical users. Check it out here.

Listen to our recent conversation with Vercel’s VP of AI.

Connect with Tom on LinkedIn or X.

Kudos to Stack Overflow user Sodruldeen Mustapha, who earned a Lifeboat badge by answering How to remove the environment variables from Laravel Debug?. 

Fastlane by PayPal is an accelerated guest checkout experience. Visit theFastlane Resource Center for Developers to get started.

You can find Sunny Patel on LinkedIn and on GitHub.

Find Kyle Prinsloo on X and on LinkedIn.

Congrats to Lifeboat badge winner M.M who provided an answer to What does the "Expected '(' for function-style cast or type construction" error mean?

Watch Fay build a Harry Potter-themed chatbot with an assist from AI.

Cursor is the AI code editor Fay’s using. Get started with their docs.

Connect with Ricky on LinkedIn or X. 

Shoutout to Stack Overflow user Mahendra Kulkarni, who earned a Lifeboat badge by answering How do I get current rowindex of a table using JavaScript?. 

The Data Provenance Initiative is a collective of volunteer AI researchers from around the world. They conduct large-scale audits of the massive datasets that power state-of-the-art AI models with a goal of mapping the landscape of AI training data to improve transparency, documentation, and informed use of data. Their Explorer tool allows users to filter and analyze the training datasets typically used by large language models.

Shayne and Robert are the authors of a new study called Consent in Crisis: The Rapid Decline of the AI Data Commons: the first large-scale, longitudinal audit of the consent protocols for the web domains underlying AI training sets.

Connect with Shayne via his website.

Connect with Robert via his website or on LinkedIn. 

Stack Overflow user George Hawkins earned a Populist badge by explaining How to get base url in angular 5?.

Tariq Shaukat, the former president of Google Cloud and Bumble, is the CEO of Sonar. Follow him on LinkedIn.

Sonar offers code quality and security solutions that help developers write clean code and remediate existing code organically. Their product SonarQube helps devs ensure the quality and security of AI-generated code.

Watch Olivier Gaudin, founder of Sonar, explain why clean code is the foundation for well-functioning dev teams.

Stack Overflow user Ogglas earned a Populist badge by explaining How to access the appsettings in Blazor WebAssembly.

Solo.io provides API gateway, service mesh, and internal developer portal solutions. 

Follow Solo.io on X or LinkedIn or dig into the docs.

Want to brush up on RAG? Our Guide to AI walks you through the concept and includes a practical example. Or check out one expert’s practical tips for RAG on our blog.

Connect with Keith on LinkedIn.

Shoutout to Stack Overflow user MrSimpleMind: their helpful answer to the question – How to run jq from gitbash in windows? – has been viewed by more than 213,000 people and won a Populist badge.

Ryan is a VP of Product focused on the Unity Engine and AI services. You can find him on LinkedIn and X.

Martin Best is a Principal Product Architect working on the Unity Engine. You can find him on LinkedIn.

To learn more about Unity 6, please visit their website. 

Show some love to this question and Stack Overflow user NPatch, who provided an accepted answer to the question: Why is my character floating in the air when death animation is played in Unity?

Sift is an end-to-end observability stack for safety-critical hardware development. See what they’re up to on their blog.

We talked to SpaceX about their testing processes way back in 2021. 

Connect with Austin on LinkedIn. 

Stack Overflow user TheScholar earned a Great Question badge by wondering How to create a new deep copy (clone) of a List?, a question that’s helped more than 200,000 people.

Helm.ai licenses AI software throughout the L2-L4 autonomous driving stack, which includes perception, intent modeling, path planning, and vehicle control. They’re hiring!

Connect with Vlad on LinkedIn.

Stack Overflow user user3330840 won a Lifeboat badge for their answer to My commits appear as another user in GitHub?.

Memento is a real-time data platform designed to help developers ship better products faster. Explore the platform here or get started in the docs. 

Connect with Daniela on LinkedIn and follow Momento on X.

Stack Overflow user Simon Juhl won a Lifeboat badge for dropping some knowledge on HTMLCSS change Date input highlight color.

You can find Crystal on LinkedIn.

You can learn more about FSH Tech here.

Congrats to Stack OVerflow user David Conrad, who earned a lifeboat badge for answering the question: 

How do I create a map with key and value in one line in Java?

You can find David on LinkedIn.

You can learn more about Arcjet here.

You can subscribe to to the console.dev newsletter and podcast here.

Congrats to Stack Overflow user Greg Hewgill who earned a Populist badge for his answer to the question: 

What’s a good tool to determine the lowest version of Python required? 

Greg is getting close to the magic one million rep mark!

You can find Deedy on Twitter and LinkedIn.

You can learn more about the Anthology Fund here.

You can learn more about Menlo Ventures here.

Congrats to Stack Overflow users Bobince for earning a Populist badge with their answer to the question: What does sorting mean in non-alphabetic languages?

Jyoti is a cofounder and CEO of Harness, a software delivery platform meant to modernize your DevOps tooling and take the friction out of CI/CD. 

Devs can get started with the developer portal. 

In addition to Harness, Jyoti is a cofounder and entrepreneur partner at Unusual Ventures, which specializes in working with early-stage startups (pre-seed to Series A).

Connect with Jyoti on LinkedIn. 

Shoutout to Stack Overflow user kukuh, who won a Lifeboat badge for dishing out some wisdom on Android productFlavors in gradle-kotlin-dsl.

Read the paper Gias coauthored about incorrectness in AI-generated code or explore more of his research. 

You can connect with Gias via his website.

We previously covered research on Stack Overflow code snippets that Gias was involved in and spoke to his team about deriving sentiment from SO comments.  

Shoutout to Stack Overflow user Adhi Ardiansyah for an excellent explanation of How to update a GitHub access token via command line.

Multimodal AI combines different modalities—audio, video, text, etc.—to enable more humanlike engagement and higher-quality responses from the AI model. 

WebRTC is a free, open-source project that allows developers to add real-time communication capabilities that work on top of an open standard to their applications. It supports video, voice, and generic data.

LiveKit is an open-source project that provides scalable, multi-user conferencing based on WebRTC. It’s designed to provide everything developers need to build real-time voice and video applications. Check them out on GitHub.

Connect with Russ on LinkedIn or X and explore his posts on the LiveKit blog.

Stack Overflow user Kristi Jorgji threw inquiring minds a lifejacket (badge) by answering their own question: Error trying to import dump from mysql 5.7 into 8.0.23.

Red Hat Enterprise Linux may be the world’s largest open-source software business. You can dive into the docs here.

Created by IBM and Red Hat, InstructLab is an open-source project for enhancing LLMs. Learn more here or join the community on GitHub.

Connect with Scott on LinkedIn.  

User AffluentOwl earned a Great Question badge by wondering How to force JavaScript to deep copy a string?. 

From her early days coding on a TI-84 calculator, to working as an engineer at IBM, to pivoting over to her new role in DevRel, speaking, and community, Mrina has seen the world of coding from many angles. 

You can follow her on Twitter here and on LinkedIn here.

You can learn more about CK editor here and TinyMCE here.

Congrats to Stack Overflow user NYI for earning a great question badge by asking: 

How do I convert a bare git repository into a normal one (in-place)?

You can learn more about Kohsuke on his website.

You can read more about Jenkins here.

You can read more about Cloudbees here.

Shout to Mossmyr for contributing a question that's now part of our CI/CD Collective:  Is there a way to call a Jenkins Shared Library method from another Jenkins Shared Library?

Pradeep talks about building at global scale and preparing for inevitable system failures. He talks about extra layers of security, including viewing your own VMs as untrustworthy. And he lays out where he thinks the world of cloud computing is headed as GenAI becomes a bigger piece of many company’s tech stack. 

You can find Pradeep on LinkedIn. He also writes a blog and hosts a podcast over at Oracle First Principles. 

Congrats to Stack Overflow user shantanu, who earned a Great Question badge for asking: 

Which shell I am using in mac?

 Over 100,000 people have benefited from your curiosity.

You can learn more about Austin on LinkedIn and check out a blog he wrote on building the SDK for Open Telemetry here.

You can find Austin at the CNCF Slack community, in the OTel SIG channel, or the client-side SIG channels. The calendar is public on opentelemetry.io. Embrace has its own Slack community to talk all things Embrace or all things mobile observability. You can join that by going to embrace.io as well.

Congrats to Stack Overflow user Cottentail for earning an Illuminator badge, awarded when a user edits and answers 500 questions, both actions within 12 hours.

For the last two years, Postgres has been the most popular database among respondents to our Annual Developer Survey. 

Timescale is a startup working on an open-source PostgreSQEL stack for AI applications. You can follow the company on X and check out their work on GitHub. 

You can learn more about Avthar on his website and on LinkedIn. 

Congrats to Stack Overflow user Haymaker for earning a Great Question badge. They asked: 

How Can I Override the Default SQLConnection Timeout

? Nearly 250,000 other people have been curious about this same question.

You can learn more about Geshan on his website or check him out on LinkedIn.

Geshan also shared the slide decks for a few of his talks on serverless and containers.

Congrats to Stack Overflow user Matthew Reed for earning a populist badge with his answer to the question: GitHub: How to do case sensitive search for the code in repository?

If you’ve never seen it, check out Ryan’s classic talk, 10 Things I Regret About Node.JS, which gives a great overview of the reasons he felt compelled to create Deno.

You can learn more about Ryan on Wikipedia, his website, and his Github page.

To learn more about Deno 2.0, listen to Ryan talk about it here and check out the project’s Github page here.

Congrats to Hugo G, who earned a Great Answer Badge for his input on the following question: 

How can I declare and use Boolean variables in a shell script?

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?

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 Coalesce

We previously covered metadata on the blog: Metadata, not data, is what drags your database down

Congrats to Lifeboat winner nwinkler for saving this question with a great answer: Docker run hello-world not working

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?.

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.

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?. 

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++.

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?

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.

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. 

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.

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.

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?.

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.

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?. 

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[]?

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?

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?

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?

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 set

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?

You can learn more about Squire AI here

Connect with Patel on his LinkedIn

Congrats 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?

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 :)

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?

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.

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?. 

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.

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?.

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.

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.

Kong is a cloud-native API gateway. Find them on GitHub.

We last spoke with Marco in 2023. inf

Connect with Marco on LinkedIn.

Congrats to Famous Question badge winner mjbradford7 on How to re-render one component from another in React.

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?.

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.

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?. 

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.

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?.

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?.

Connect with Michael on LinkedIn. 

Shoutout to user1083266, who earned a Stellar Question badge with How to store image in SQLite database.

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?.

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.

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.

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?

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 Discussion

02:01 Long Context Windows and Retrieval Augmented Generation

05:56 Models' Ability to Recall Relevant Information

07:18 Models' Creativity and Thinking Outside the Box

09:41 Advantages and Limitations of Models' Knowledge

15:09 Databricks' Open Language Model

22:25 Sam Bankman-Fried’s Sentence and the Effects on Crypto/Blockchain

31:28 Closing Remarks and Lifeboat Badge

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.

Chapters

00:00 Introduction

00:31 The Impact of Dot AI Domain Space

01:07 Antitrust Cases Against Apple

04:01 Vendor Lock-in and Apple's Ecosystem

05:08 Issues with Infotainment Systems and Apple Play

06:29 The Benefits and Challenges of a Four-Day Work Week

08:03 Providing Feedback on a Badly Reviewed PR

10:00 The Importance of Clear Expectations in Code Reviews

11:40 The Potential of AI Tools in Development

14:01 Reddit Going Public and the Future of Tech Companies

15:29 AI Tool Devon and the Challenges of Operationalizing AI Projects

21:22 Shoutout and Closing Remarks

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.

Chapters

00:00 Introduction and Cloud Cost Control

01:08 Joshua Fox's Background

04:20 Understanding FinOps

06:17 The Importance of Good Architecture

08:18 Balancing Flexibility in Architecture

10:04 Surprise Costs and Dealing with Them

13:19 Bracing for Unexpected Cloud Costs

25:41 The Future of Cloud Cost Optimization

27:09 Closing Remarks

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.

Chapters

00:00 Introduction and Background

03:23 The Data Landscape and Generative AI

06:08 Incumbents vs. Startups in the Data Space

07:46 Challenges of Data Storage and Exfiltration

09:38 Securing Large Warehouses of Data

12:21 Data Quality and ETL Pipelines

16:05 Measures of Data Quality for Gen AI

22:04 Cribl’s Role in the Data and Observability Space

26:20 The Pros and Cons of Richer Observability Monitoring

28:11 Closing Remarks and Shoutout

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.

Chapters

00:00 Introduction 

00:30 Background of the Research

06:09 Business Model of GitClear

09:46 Copy Pasted Code

10:26 Churn Code

12:21 Code Readability

14:12 Code Suggestions and Auto-Completion

16:34 Drop in Moved Code

23:18 Larger Token Windows

26:31 Improving Gen AI

28:46 Conclusion

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 Background

01:08: Creating Node.js

05:00: JavaScript on the Server Side

07:23: Impact of Node.js

09:18: Edge Function System

12:13: Protecting Against Malicious Use

16:02: JSR: Alternative to NPM

31:01: JSR and its Stage

34:20: Future of JavaScript

36:19: Closing and Shoutouts

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.

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?.

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.

Intuit shares more about their generative AI operating system (GenOS) in this Medium blog. 

If you want to try out generative AI in MailChimp, sign up here. 

Learn more about Intuit technology here.

Many thanks (and a Lifeboat badge) to Dherik for dropping an answer on cURL: how can I return 0 if status is 200?

Connect with Shivang on LinkedIn.

Build GenAI applications faster and cheaper with a vector database like Pinecone.

New to retrieval-augmented generation (RAG) and other GenAI topics? Our guide is a good place to start.

Learn more about RAG and Pinecone.

Connect with Roie on GitHub or LinkedIn.

Pinecone is a vector database that lets companies build GenAI applications faster for less cost.

Read our primer on retrieval-augmented generation (RAG) or explore RAG and Pinecone.

Follow Roie on GitHub or LinkedIn.

If you need a handy guide to what’s what in the AI space, check out Stack Overflow’s Industry Guide to AI.

SPONSORED BY INTEL

Ryan and Ben chat with Raymond Lo, AI software evangelist at Intel, about the AI PC, the software that powers AI breakthroughs, and optimizing hardware and software in unison to improve generative AI performance. Bonus: what’s the difference between a GPU optimized for graphics and a VPU or NPU optimized for AI?

Episode notes

If you’re interested in trying any of the demos that Raymond talked about, check out Intel’s OpenVINO notebooks.

Learn more about Intel’s Edge AI resources here.

Raymond previously wrote about enhancing image and video resolution using OpenVINO.

You can reach out to Raymond Lo on LinkedIn.

Congrats to Lifeboat badge winner, Andrey Korneyev, for saving the question, How can I delete specific nodes from an XElement?

Sema’s AI code monitor helps companies manage the risks and capture the benefits of AI in the software development lifecycle. Learn how it works here.

Connect with Matt on LinkedIn.

Erstwhile podcast cohost Cassidy Williams is the CTO of Contenda. 

Shoutout to Stack Overflow user Jim, who earned a Stellar Question badge with Docker cannot start on Windows, a question (well, more of a statement) that’s helped 1.1 million people and counting.

Discussions are now taking place across all tags on Stack Overflow. Check out this one about why people keep proclaiming the death of PHP or this one on whether Jenkins is still the dominant player in the CI/CD space.

What would happen if you suddenly lost consciousness? The Philosophy Stack Exchange has thoughts.

Did knights wear glasses? Historical records don’t really answer this question, but the History Stack Exchange does.

The US Federal Communications Commission (FCC) has deemed AI-generated robocalls illegal.

Andrew has worked in many roles, including as Executive Manager at the Commonwealth Bank of Australia, where he established and grew a platform engineering function that supported 7,000 engineers.

You can find him on LinkedIn here.

You can learn more about Compass, a developer experience platform, here.

Shout to Amelio for earning a stellar question badge and helping over six hundred thousand people with this gem: Getting the name of a variable as a string

Mobb offers AI-powered technology that automates vulnerability remediations with a goal of helping development teams significantly reduce their security backlogs and free up more time for innovation. 

Check out their blog or dive into their docs.

Connect with Eitan on LinkedIn.

Shoutout to Konrad, who won a Stellar Question badge for What is the difference between private and protected members of C++ classes?.

Find out why others have joined Shell.

If you want to experience what being a developer at one of the world’s largest energy companies looks like, they’re hiring.

Great question, Alexander Myshov! This badge was awarded for Are arrow functions faster (more performant, lighter) than ordinary standalone function declaration in v8?

Reach out to Maya on LinkedIn.

William is the CEO of Lightning AI and the creator of PyTorch Lightning, the lightweight PyTorch wrapper for high-performance AI research.

Dive into their docs or explore the developer community.

ICYMI: Across tech, layoffs are boosting share prices.

Follow William on Twitter or connect with him on LinkedIn.

Shoutout to Brian61354270, who earned a Lifeboat badge by answering ModuleNotFoundError: No module named 'distutils' in Python 3.12.

Is it possible to make a PDF bigger than Germany? Here’s one larger than the known universe. As its creator says, “it’s mostly empty space, but so is the universe.”

Massachusetts is leading the way in the skills-based hiring revolution by eliminating degree requirements for state jobs.

Did you miss these deeply uncanny AI-generated food images, from the conjoined chickens to the macaroni and cheese rendered in shapes formerly unknown to geometry? Never fear; you can still see some here.

You may have forgotten about crypto (or at least tried), but more than 2% of the United States’s electricity generation goes to large-scale crypto mining.

Stack Overflow user Jeff Allen earned a Great Question badge for Create a Vector of All Days Between Two Dates, which has helped 85,000 R users.

AI-generated code is “not equivalent to reliable and robust code, especially in the context of real-world software development,” according to a new study whose title got our attention.

Tech layoffs continue in the wake of the pandemic hiring boom, sending some share prices into the sky.

Take a look at how AI coding assistants are already changing the way code is made.

Shoutout to Stack Overflow user nonopolarity, who earned a Great Question badge by asking Can someone explain SSH tunnel in a simple way?.

A theory explores how to play DOOM inside a human cell. Fair warning, you'll need about 600 years to complete the game.

Looking for a good prompt builder to help you get the most out of your LLM? Try this one or explore this huge collection of prompts.

Startup Twin Labs wants to build a product that automates repetitive tasks by letting AI take over your cursor.

Harvard Medical School researchers published a study showing that the CRISPR system can encode information in living cells “as complex as a digitized image of a human hand.” Read more.

Three cheers for Max Lybbert, who earned a Lifeboat badge by answering Python faster than C++? How does this happen?.

Intuit shares more about their generative AI operating system (GenOS) in this Medium blog. 

Learn more about Intuit technology here.

Congrats to Lifeboat badge winner Mohsin Naeem for answering the question How can I extract metadata from an MP3 file?

Connect with Merrin on LinkedIn or X. 

Connect with Shivang on LinkedIn.

The estate of the late comedian George Carlin is suing the creators of an hour-long AI-generated comedy special that mimics Carlin’s distinctive delivery and material. [Ed. note: not actually AI, still lawsuit.]

Prefer your AI more Freudo-Marxist? Here’s a never-ending, AI-generated conversation between Werner Herzog and Slavoj Žižek. You’re welcome.

Google’s Bard surpassed GPT-4 to claim the second spot on the LMSYS Chatbot Arena Leaderboard.

Agile development is faltering at big companies, and a recent report cites developer burnout as a factor. But maybe the problem lies in companies’ (mis)understanding of agile.

Shoutout to Stack Overflow user Emil Laine, who earned a Lifeboat badge with their answer to How can I include all of the C++ Standard Library at once?.

Find out what’s new with ML in production.

Machine learning models must learn to unlearn.

Open-source game engine Godot now has a free Nintendo Switch port for game developers.

We’ve previously hosted Godot cofounder and lead developer Juan Linietsky on the podcast.

Stack Overflow user areller earned a Lifeboat badge with their answer to How to call a destructor.

A white-hat hacker uncovered security vulnerabilities in an AI-powered hiring system used by fast-food chains and hourly employees around the world. Read the blog post or watch this explainer.

Mariposa is a programming language with time travel.

Want to be an individual contributor (IC) who still amplifies the performance of everyone around you? Be a radiating programmer.

Congratulations to onmyway133, winner of a Stellar Question badge for What does the suspend function mean in a Kotlin Coroutine?.

Mariposa is a toy programming language that has time travel as a primary feature. Bugs are a thing of the past (literally)!

Miss having a physical keyboard when thumb-typing on your phone? Well, you’re in luck. 

Over at CES, LG Electronics wants your devices to have “affectionate intelligence.” Whatever it takes to make AI more human-centric and empathetic.

Omar used to work on the Backstage project at Spotify, so we quoted him in our article on it. 

Now he works on personalization, including Discover Weekly, which drops a new mixtape on you every Monday like a hipster with a crush.

Rabbit R1 is an AI-powered assistant you can keep in your pocket (but it’s not a phone).

How will AI impact scientific research? A new collaboration between Microsoft and the Pacific Northwest National Laboratory is focused on energy storage solutions.

A US Senate hearing questions whether tech companies should be allowed to train their AI models on content produced by journalists without paying licensing fees.

Learn how to build a mechanical computer from Legos.

Now you know: The human body can serve as a resonance chamber for remote car keys, effectively extending their range.

A hackathon team used GenAI can create a fully playable D&D-style game in just one day.

Skybox AI from Blockade Labs allows users to generate 360° skybox experiences from text prompts.

A significant advancement in the brain-computer interfaces (BCI) space: a novel framework called DeWave integrates “discrete encoding sequences into open-vocabulary EEG-to-text translation tasks” without the need for “eye-tracking fixations or event markers to segment brain dynamics into word-level features.”

Shoutout to Stack Overflow user Vineeth Chitteti, who earned a Favorite Question badge with Is it possible to hit multiple pods with a single request in Kubernetes cluster?.

Willis Gibson, 13, closed out 2023 by becoming the first person to officially beat the original Nintendo version of Tetris. Here’s how he did it.

Want to understand the code that caused the ultimate killscreen? Watch this great explainer from HydrantDude.

The 2023 film Tetris is based on the true story of the legal battle to license the game.

Is the era of the robot butler upon us? Mobile ALOHA is a low-cost and whole-body teleoperation system for data collection. Check out some of what it can do.

Explore the questions and answers on the Mathematics Stack Exchange.

Will AI fundamentally change software development or just add some efficiencies around the edges?  Surveys from Stack Overflow and Github find north of 70% have probably already tried using it and many incorporate it into their daily work through a helper in the IDE. 

It's also worth reflecting a bit on the technology sectors that didn't have as great a 2023: crypto, VR, and quantum computing still seem far from mainstream adoption. 

We dive a little into the half-life of skills, which seem to be shrinking, especially in IT. Got any resolutions to learn something new this year?

And what about the data we use for training? We highlight a comment from Kian Katanforoosh, a lecturer who helped create Stanford's Deep Learning course with Andrew Ng, who says we'll run out of high quality data as soon as 2030.

A big thanks and congrats to Stack Overflow user  Corn3lius for helping to answer a question and being awarded a life boat badge: How can I create spoiler text?

Along with his work at Stanford, Katanforoosh is a founding member of deeplearning.ai and co-created the Deep Learning Specialization on Coursera. 

He believes the rapidly expanding capabilities of AI will mean that humans, and especially programmers, will need to learn new skills faster than ever. This doesn't mean machines are going to take our jobs. Rather, with the assistance of AI, humans will become far more capable, learning faster and mastering more domains. 

Not surprisingly, Katanforoosh has built his business with the goal of addressing this issue. Workera aims to help companies identify where their employees lack skills and provide them with personalized instruction that can quickly bring them up to the next level.

You can find Kian on Twitter, LinkedIn, and Stanford's website. 

Thanks to Stack Overflow user PaxDiablo, who was awarded a Life Boat badge for providing a great answer to the question: Given  a month in numeric form, how do you find the first month of its respective quarter? 

Biilmann says we can't ignore the impact GenAI is having on developer productivity.  One of their engineers created a  GPT that automatically generates stories for React + TypeScript components, and after seeing how successful it was internally, Netlify made it open source for the public.

We also chat over the results of their recent State of Web Development survey. The key takeaway is below: 

The 80% of developers that have integrated AI into their workflow are quickly reaping the benefits. Seventy percent report using AI to automate manual and repetitive tasks and 42% are using it to improve internal knowledge sharing and increase productivity, freeing up more time for impactful work and enabling faster launch times. Over 50% of developers also realized new opportunities that AI created, such as generating new web projects with a single prompt or reading API documentation.

However, AI experimentation is not without its own unique challenges. Developers are concerned about receiving incorrect answers and information (65%), security issues and leaking confidential information (52%), a lack of regulation (48%), and a decrease in code quality (45%).

So much opportunity, but plenty of risk as well. 

Last but not least, Biilmann tells us what he's looking forward to in the near future, specifically apps that can reformat their UI on the fly to be more customized to each user. He calls this UI 2.0, and it sounds a bit like what Google showed off in its recent Gemini demo. 

Congrats to our lifeboat winner of the week, Petrus Theron, who answered the question: How can I make a public struct where all fields are public without repeating `pub` for every field?

SPONSORED BY DOIT

The broken nose in jail scam is on the rise. With AI improvements, it’ll get harder to spot. 

OWASP, a non-profit dedicated to software security, tracks the top ten security risks for LLMs.

We’ve spoken with DoiT on the podcast before about LLM hallucinations. 

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.

On today’s home team episode, Ben and Ryan discuss the implications of a lapse in section 174 of the tax code. Here’s a great explainer on how it’s affecting startups and software firms, threatening jobs and potentially bankrupting some struggling companies. 

Video game employees are exploring a union and Microsoft recently announced it will stay neutral in the process. 

What’s the difference between a bad game, a low effort developer, and shovelware? Our game development Stack Exchange has some thoughts.

Today’s lifeboat badge winner is “that_other_guy”, who explained: What is the difference between kill and kill -9? Hint, you want to terminate your process, not brutally murder it, ok! 

Does ChatGPT have seasonal depression?

AIs aren’t building apps on their own, at least not yet—but they are helping developers build them. Read Isaac Lyman’s article about the three types of AI-assisted programmers.

ICYMI: Listen to our interview with linguist Gašper Beguš, director of the Berkeley Speech and Computation Lab, about how LLMs and humans acquire language. 

Shoutout to Stack Overflow user nhgrif, who earned a Lifeboat badge by rescuing Store only date without time in a database from the ash heap of history.

SPONSORED BY FIREHYDRANT

While FireHydrant is mostly known for their incident management software, they’re introducing Signals to modernize alerting and consolidate it with incident management. 

FireHydrant was born out of an incident where a database was dropped at 5:30pm on a Friday right before network maintenance started. It also led to Robert’s social media handle, Bobby Tables. 

This one time…at band camp…Robert got paged in the middle of trumpet practice…on his sabbatical.

Congrats to Great Question badge winner timdim for asking How can I flush GPU memory using CUDA (physical reset is unavailable)?. 100 people thought it was worth voting for.

Gemini, Google’s new AI model, is great at competitive programming, among other things.

AI Explained is a YouTube channel that covers the latest developments in AI.

One problem with regulating AI is that the technology evolves (much) faster than regulators can.

Wikifunctions is an open repository of code that anyone can use or contribute to.

Did we need another study to tell us that longer commutes are bad for mental health? Probably not, but here’s one anyway.

Are governments spying on you through push notifications? Sounds like it! In fact, push notifications are a privacy nightmare.

CommandBar is a user assistance platform (UAP). Their flagship product, Copilot, is an embedded user assistant agent that companies can configure to help their users with on-demand help, including interactive walkthroughs and personalized responses. 

Read James’s article about why CommandBar built Copilot, then get started with their docs.

Follow James on LinkedIn and Twitter.

Follow CommandBar on LinkedIn and Twitter.

If you’ve ever wondered Why "Yarn 2" is Yarn 3.0.1, Lifeboat badge winner Ilias Karim has your answer.

Do LLMs herald the end of computer programming (as we know it)? A Harvard lecture weighs in on this contentious topic.

An epic hardware bug story.

Question from the academic trenches: How bad will it look to prospective employers if you refuse to defend your PhD? (Answer: Pretty bad.)

Another intriguing question: Were postal pneumatic tubes in Berlin really cleaned with wine?

The Jetsons misled us about many aspects of the future, from flying cars to the role of pneumatics, but they were onto something with the series of tubes.

Before influencers and social media algorithms, there were coolhunters.

Congrats to Stack Overflow user tjati, who earned a Lifeboat badge by answering What does 'HTML is escaping' mean?.

As the year winds to a close, some big employers are facing lower-than-expected attrition rates—in other words, fewer people than expected are quitting. What a difference a year or two makes.

People have strong opinions on the return-to-office conversation. Read Eira’s article and let us know how you feel.

We are just beginning to explore the effects of prompting on the capabilities and performance of LLMs.

The Humane AI pin can be described as a cross between two of humanity’s most beloved technologies: Google Glass and the pager.

People are using low-cost drones, 3D printers, and private satellites to preserve irreplaceable cultural heritage sites before they are destroyed or lost to time. (Stay tuned while Eira figures out how to apply this tech as a cemetery tour guide.)

Stack Overflow user FlipperPA earned a Lifeboat badge with their answer to The 'Black' formatter - Python.

Bito AI is an AI coding tool that helps developers work more productively with features like code completion within the IDE and personalized answers drawn from your codebase. Get started with their docs here.

ICYMI: Retrieval augmented generation (RAG) is a way of addressing LLM hallucinations and outdated training data.

Listen to our recent episode about how an original architect of Jira is rethinking meaningful engineering metrics.

Connect with Anand on LinkedIn or Twitter.com. 

Shoutout to Stack Overflow user 

Jan Kardaš, whose answer to Go: Retrieve a string from between two characters or other strings earned them a Lifeboat badge.

Cloudflare is a cloud provider used by almost 20% of all websites. Developers new to Cloudflare can get started here.

Cloudflare recently launched Workers AI, an open, pay-as-you-go AI inference-as-a-service platform that lets developers run machine learning models on the Cloudflare network from their own code. Developers can get started here.

On a related note, read Ryan’s article exploring the infrastructure and code behind edge functions or check out his conversation with Vercel CTO Malte Ubl.

Retrieval augmented generation (RAG) is a strategy that helps address both LLM hallucinations and out-of-date training data.

Connect with Rita on LinkedIn.

Connect with Cassidy through her website.

Shoutout to Stack Overflow user Bamieh, whose answer to What does the function call app.use(cors()) do? earned them a Lifeboat badge.

Sana automates user enrollment, training reminders, and other manual/admin tasks associated with onboarding and learning. Sana AI, their AI assistant, is trained on a company’s data so employees can self-serve the knowledge they need.

On a related note, listen to our interview with Gašper Beguš, director of the Berkeley Speech and Computation Lab, about his research into how LLMs and humans acquire language.

You can also read about how Stack Overflow implemented semantic search.

Connect with Joel on LinkedIn.

Stack Overflow user Donagh Hatton received a well-earned Lifeboat badge with their answer to Why is StringBuilder much faster than String?.

SPONSORED BY CHRONOSPHERE

Episode notes:

Chronosphere is introducing Lens, a cloud-native observability tool to view data flows between services. 

At Uber, Rob created M3, an open-source metrics engine compatible with Prometheus.  

Congrats to Lifeboat badge winner, ralf htp, for their answer to How to read an image in Python OpenCV. 

If you want to meet Rob and the Chronosphere team, they’ll be at AWS re:Invent  from Nov. 27 to Dec. 1.

ICYMI, listen to part one of this conversation.

Craig is the cofounder and CEO of Stacklok, which helps developers and open-source communities build safer software, secure the supply chain, and choose safer dependencies. Stacklok’s free-to-use service, Trusty, employs a statistical analysis of author/repo activity and a package’s source of origin to assess its trustworthiness.

Craig cofounded the Kubernetes project, an open-source system for automating deployment, scaling, and management of containerized applications.

Craig is on LinkedIn.

Stack Overflow user mprivat earned a well-deserved Lifeboat badge by answering Abstract class extending concrete classes.

Stacklok helps developers and open-source communities build safer software, secure the supply chain, and choose safer dependencies. Trusty is their free-to-use service that employs a statistical analysis of author/repo activity and a package’s source of origin to assess its trustworthiness.

Craig cofounded the Kubernetes project, an open-source system for automating deployment, scaling, and management of containerized applications.

He is also the former VP of Research and Development at VMWare.

Follow Craig on LinkedIn.

Congrats to Stack Overflow user netcorefan, who earned a Lifeboat badge with their answer to Need a workaround to access ReadOnlySpan inside a function that returns an IEnumerable.

Sleuth helps engineering teams systematically improve efficiency by tracking speed and release quality, preventing slowdowns and bottlenecks, and removing toil and unnecessary friction. Try it for free or see how teams are using Sleuth. Interested in the automations they offer for teams, check out their public marketplace.

Dylan was an original architect on JIRA, so he’s not exactly new to issue- and project-tracking software.

DevOps Research and Assessment (DORA) is a research program that tries to understand what drives successful software delivery and operations performance. 

According to Dylan, one thing the best development teams have in common is their culture of continuous learning.

Connect with Dylan on LinkedIn.

Tomasz is a general partner at Theory Ventures, a venture capital firm focused on early-stage software companies.

He coauthored the book Winning with Data, a deep dive into how big data has changed business best practices and organizational culture.

Find Tomasz’s writing here.

Follow Tomasz on LinkedIn or Twitter.com.

In honor of Tomasz’s early career, we’re shouting out Johnny Hujol’s answer to What exactly is a container in J2EE and how does it help?.

Giamir is the tech lead for Stacks, Stack Overflow’s design system.

Svelte is a tool for building web apps. Delve into their docs or, if you’re brand-new to Svelte, start with this interactive tutorial.

More than 90,000 devs responded to our 2023 Developer Survey where Svelte was ranked the second-most admired web framework.  

Connect with Giamir via his website or LinkedIn. 

Today we’re shouting out a topical question asked by Félix Paradis, who (like 73,000 others) wanted to know How to pass parameters to on:click in Svelte?.

Alex and cofounder/CTO Paul Querna started ConductorOne because they saw that traditional identity governance (IGA) and privileged access management (PAM) needed to be rethought for cloud-forward companies.

Before he cofounded Conductor One, Alev Bovee was a senior director of product management for zero trust and security at Okta.

Read Ben’s article about how Computers are learning to decode the language of our minds.

Would you trade an iris scan for some crypto? Sure, what could go wrong?

Connect with Alex on LinkedIn.

Stack Overflow user Matthew Watson earned a Lifeboat badge for helping more than 32,000 people by answering Checking if an array is null or empty.

Find out why others have joined Shell. 

Wondering what it’s like to be a developer at one of the world’s biggest energy companies? They’re hiring.

Behavior-driven development is a conceptual approach to software development that calls for collaboration and alignment between developers, testers, and domain experts.

One of the new technologies James and Tristan helped introduce at Shell is Kafka, an open-source distributed event streaming platform. Check out their docs here.

Engineering teams at Shell use Stack Overflow for Teams to capture and share information. Get started for free here.

Congratulations to David Snabel, winner of a Stellar Question badge for How do I see which version of Swift I’m using?.

At Netlify Compose 2023, Biilmann announced their new composable web platform. 

This isn’t Netlify’s first rodeo—we talked to them for episodes 588 and 456.

You can find Matt Biilmann on X or LinkedIn (and perhaps elsewhere). 

Today’s shoutout goes to Dick Lucas who asked a topical question, How to prevent Netlify from treating warnings as errors because process.env.CI = true?, viewed by over 84,000 people.

The company says v0 is intended to author the first draft of your site or app, then help you iterate quickly. It won't mean the end of junior web developers, says Lee, as a polished final draft still requires a human touch. And it's not a low code no code approach, as the system allows you to switch easily between the GenAI approach and the actual code.

You can learn more about v0 here and head over here to join the waitlist.

You can find Lee on LinkedIn or his website.

Congrats to Stack Overflow user Jonathon Reinhart, who earned a Lifeboat badge for answering the question: How can I import a static library in Python?

Listen to our previous episodes with Eliot here and here.

Viam is a software platform for building, monitoring, and managing data from smart machines, including industrial robots, autonomous vehicles, smart home appliances, and IoT devices. Get an overview of the Viam platform or dig into their docs.

Connect with Eliot on LinkedIn.

Three cheers for Stack Overflow user mattl, who won a Great Question badge with How to remove all contents of a directory using Golang?.

CodeWhisperer is an AI coding companion trained on Amazon and open-source code that gives you coding suggestions in real time. 

In addition to being general manager for CodeWhisperer, Doug is also the GM for Amazon CodeGuru Security, which uses machine learning to detect security policy violations and vulnerabilities. 

Connect with Doug on LinkedIn.

Asked and answered: user Manodnya B won a Lifeboat badge for answering Cannot find the Start Button under CodeWhisperer in AWS Toolkit.

Clockwise is a time orchestration platform that optimizes schedules to create more time in your day. Clockwise AI, their new GPT-powered scheduling assistant, is launching in beta. Join the waitlist here to get early access. (They’re also hiring!)

Ryan wrote a recent article about whether meetings are making developers less productive.

Cal Newport’s instant classic Deep Work is about learning to tune out distractions and focus on cognitively demanding tasks.

Speaking of classics, Paul Graham of Y Combinator wrote about maker’s vs. manager’s schedules back in 2009.

Connect with Matt on LinkedIn.

Kudos to Stack Overflow user Joe Caruso, who won a Great Question badge with Get current time in hours and minutes.

California is trying to transform how math is taught. How’s that going?

Pierre Agostini, Ferenc Krausz and Anne L’Huillier won the 2023 Nobel Prize in Physics for work that allows scientists to see how electrons move by mapping their positions in an atom. Learn more here and here.

As Ben says, speaking of things that are difficult to observe and don’t make a lot of sense, FTX founder Sam Bankman-Fried is on trial for a historically huge amount of fraud. Follow the live trial blog from Wired or check out their explainer.

Starting next year, Unity is charging developer fees. We explore the back and forth as they try to find a solution that works for the company and the community.

Shoutout to user vasco, who earned a Lifeboat badge by answering How to test abstract class in Java with JUnit?.

If you want to hear more of her work, check out Alexandra’s Instagram. 

She uses Tidal Cycles and Supercollider to make algorithms that get people to dance. 

Interested in algoraves? You may be able to find one near you or run your own. 

Check out Alexandra in her ad for Logitech, then check out her favorite keyboard

. 

Ben is watching AI Explained, a YouTube channel that covers the latest AI developments and their implications. 

Read Ryan’s article ​​Do large language models know what they are talking about?.

Is language really unique to humans? New research suggests maybe not.

Not for the first time, Ryan recommends the work of Noam Chomsky: Why Only Us: Language and Evolution, an evolutionary account of language acquisition in humans written with Robert C. Berwick.

OverflowAI search is now available for alpha testing. Learn more here.

Good news for your cable clutter: Apple is switching to USB-C charging ports. Here’s when.

The WGA (Writers Guild of America) strike ended with an agreement that “allows for artificial intelligence as a tool, not a replacement,” but the arguments about creativity, copyright, and AI are far from over.

If you’re interested in working with PHP, head over to the PHP Collective and check out conversations like Most useful new PHP features for version 8?.

pgnanalyze helps users deliver consistent PostgreSQL performance and availability at any scale. Get started with a free trial or explore their docs. You can also find them on YouTube, where Lukas posts a weekly show called 5mins of Postgres.

Lukas was a founding engineer of Citus Data. Citus is an open-source extension to PostgreSQL that was eventually acquired by Microsoft. Find them on GitHub.

If you’re new to the topic, SQL (Structured Query Language) is a language for querying databases, introduced in the 1970s. 

Find Lukas on LinkedIn, Twitter, or GitHub.

Check out Luyang’s work at his website or in this Youtube playlist. 

To make these animations, Luyang uses Processing, a 20-year-old language that started out as a visual way to teach programming but evolved into a professional development tool. 

Logitech selected Luyang as one of the ambassadors to show off what you can do with their MX Keys S Combo. 

Shout out to George Profenza for dropping a top answer on Position of a vector in coordinate system (Processing/p5.js).

If you missed the first part of our conversation with Chris, listen to it here.

Modular’s new programming language, Mojo, is built for AI developers. Check out their docs or find them on GitHub.

Connect with Chris on LinkedIn. 

Shoutout to user DanielGibbs, who earned a Lifeboat badge by answering what is the difference between getType() and getClass() in java?.

Modular built a new programming language, Mojo, for AI developers. Explore their docs or find them on GitHub.

Chris is on LinkedIn. 

Congratulations to user Shengyuan Lu, whose answer to Priority queue ordering of elements merited a Lifeboat badge.

If you missed the first part of this conversation, listen to it here.

Replit is a browser-based IDE (integrated development environment). Check out their blog or start coding.

ICYMI: Stack Overflow recently implemented semantic search, allowing users to search using natural language.

Explore Stack Overflow Labs to learn more about OverflowAI and other projects.

Amjad Masad is on LinkedIn, Twitter, and GitHub.

Congratulations to Stack Overflow user macxpat, whose answer to How to install Linux packages in Replit earned a Lifeboat badge.

Replit is a browser-based IDE (integrated development environment). See what they’re up to on their blog or just start coding.

RIP Google Wave, one of the greats.

Find Amjad on LinkedIn, Twitter, GitHub, or via his website.

After founding two companies, including StrongDM, a dynamic management access platform (explore their docs here), Elizabeth took a “break” by co-authoring a book. 

Founder vs Investor: The Honest Truth About Venture Capital from Startup to IPO is about what she learned as a founder and executive about the founder-investor relationship. Order it on Bookshop or Amazon.

Elizabeth’s co-author is investor and advisor Jerry Neumann, managing director of Neu Venture Capital.

One option for your next weekend outing: a ride and tie.

Connect with Elizabeth on LinkedIn.

Connect with Jerry Neumann on LinkedIn.

Nice work: User Reap’s answer to Get String Name from Enum in C# earned them a Lifeboat badge.

Gašper’s work combines machine learning, statistical modeling, neuroimaging, and behavioral experiments “to better understand how neural networks learn internal representations in speech and how humans learn to speak.”

One thing that surprised him about generative adversarial networks (GANs)? How innovative they are, capable of generating English words they’ve never heard before based on words they have.

Read about how AI is restoring a stroke survivor’s ability to speak.

Universal grammar proposes a hypothetical structure in the brain responsible for humans’ innate language abilities. The concept is credited to the famous linguist Noam Chomsky; read his take on GenAI.

AI expert Yoshua Bengio recently signed an open letter asking AI labs to pause the training of AI systems powerful enough to pass the Turing test. Read about his reasoning.

Find the Berkeley Speech and Communication Network here.

Find Gašper on his website, Twitter, and LinkedIn. Or dive into his research.

Congratulations to Lifeboat badge winner and self-proclaimed data nerd John Rotenstein, who saved How can I delete files older than seven days in Amazon S3? from the ignominy of ignorance.

Zapier is a no-code automation platform that allows users to create custom workflows for their critical work apps. Learn how it works, peruse the blog, or sign up to try beta AI features.

Check out Reid’s article about how to write more effective AI prompts.

Zapier built a natural language actions (NLA) API to enable AI models to independently use natural language to complete Zapier actions.

You know the doge, but do you know the dog? RIP Balltze.

Find Reid on LinkedIn and the social network formerly known as Twitter.

Find Kyle on LinkedIn, GitHub, and text-based social media.

Stack Overflow’s Employee Resource Groups (ERGs) focus on aspects of employees’ personhood, “who you are outside of your role, who you bring to every single room that you enter,” Joey explains. Among our ERGs are Black and Brown, LGBTQ+, MIND (mental illness and neurodiversity), and a group for caregivers and parents. Interested in learning more about our commitment to diversity, equity, and inclusion, plus more about what it’s like to work at Stack Overflow? Start here.

Members of Stack’s MIND ERG contributed invaluable perspective, insights, and feedback that helped us write our two-parter on ADHD and neurodiversity: Developer with ADHD? You’re not alone and What developers with ADHD want you to know.

Joey is on LinkedIn.

Natasha is also on LinkedIn.

Kyle is on Linked, GitHub, and text-based social media.

Stack Overflow user apostofes earned a Great Question badge for their query How do I get the value of a tensor in PyTorch?, which has helped 175,000 people and counting.

Rockset is a real-time search and analytics database. Explore their docs and developer tools here.

We here at Stack Overflow recently implemented our own vector search. Here’s a technical deep dive into how we did it. 

Louis is on LinkedIn.

Three cheers for Lifeboat badge winner user7610, who rescued C++ application terminates with 143 exit code. What does it mean? with a solid answer.

Sorcero uses a mix of natural language processing, generative AI, and even more old school symbolic AI, where they craft their own ontologies, to try and ingest that river of new medical data and make it easier to search and comprehend. 

Less than 0.2% of the global population can read a medical paper! AI can help make these dense works up to 700x more readable. 

Medical Affairs Teams are the groups inside big pharmaceutical companies that helps surface the right information to health providers. It’s hard for them to keep up with the thousands of new articles and research papers being published each month, much less unpack that information. 

Connect with Dipanwita Das and Hellmut Adolphs on LinkedIn. 

Congrats to Lifeboat badge winner John Carrell for saving the question Self join vs. inner join with an excellent answer. 

Last month, we announced the launch of OverflowAI from the stage of WeAreDevelopers. To learn more about AI-driven products and features in the works, check out Stack Overflow Labs. 

Among the projects Alex works on is a semantic search API and the new search experience on Stack Overflow for Teams.

LLMs can be vulnerable to jailbreak attacks like the napalm grandma exploit.

Kyle is on GitHub, Linked, and text-based social media.

Michael is on LinkedIn.

Alex is on LinkedIn.

Shoutout to Lifeboat badge winner Pushpendra, who scooped Error: Invalid postback or callback argument from a churning ocean of ignorance. 

SPONSORED BY DISCOVER FINANCIAL SERVICES

Go deeper into Technology at Discover. 

If your interested in working on an event-driven architecture that uses domain-driven design within a financial organization, check out jobs.discover.com.

Connect with Paul on LinkedIn.

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The mission of Night Shift Development is to democratize data analytics to help organizations and users of all skill levels understand their data. Their flagship product, ClearQuery, is a data intelligence and analytics platform designed for nontechnical users. 

ClearQuery has a free version that lets you try out the full array of features. Learn how it works and register here to get started, gratis.

Learn how Stack Overflow implemented semantic search to allow users to search using natural language.

Read about why self-healing code is the future of software development.

Tim is on LinkedIn. 

Thanks and congrats to Lifeboat badge winner Boann, whose answer to Sort four numbers without an array has been viewed 23,000 times and counting.

Vlad is Head of Research and Development at Siemens Healthineers, the healthcare arm of tech conglomerate Siemens. He wrote about SRE on our blog here.

His book, Establishing SRE Foundations: A Step-by-Step Guide to Introducing Site Reliability Engineering in Software Delivery Organizations, is available now. 

Site reliability engineering (SRE) applies a software engineering approach to IT operations and infrastructure, with the goal of building scalable, reliable systems capable of handling constant updates from dev teams. SRE is closely related to DevOps.

ICYMI, we talked with Chef cofounder Adam Jacob about how he’s creating a new-and-improved approach to infrastructure automation. Listen to that conversation here.

Connect with Vlad on LinkedIn, where you can also read snippets of his book on SRE.

Lifeboat badge winner Abbas Galiyakotwala’s answer to How do I split a comma-separated string? filled a void of ignorance with a little extra knowledge.

Twilio is a customer engagement platform whose communication APIs for voice, text, chat, email, and video are used by millions of developers. See what’s happening on their blog, dig into their docs, or check out their Stack Overflow Collective.

This summer, Twilio announced CustomerAI, which applies the power of LLMs to the rich troves of customer data that flows through Twilio’s platform. Learn more here.

ICYMI: From the stage of WeAreDevelopers, Stack Overflow announced a roadmap for integrating GenAI into our public platform and paid offerings. Check out Stack Overflow Labs to see what we’re working on.

Also ICYMI: Listen to our conversation with Jody about his path from physics to sales to programming and what drew him to working at Stack Overflow.

Register for SIGNAL 2023, Twilio’s customer and developer conference, happening virtually and for free on August 23, 2023. Attendees can expect a deep dive into AI and how it’s revolutionizing customer experience technology.

Connect with Kathryn on LinkedIn or the social network formerly known as Twitter.

Connect with Jody on LinkedIn. 

Three cheers for Lifeboat badge winner blackgreen, who swooped in to save How can I write a generic function that accepts any numerical type? from the howling void of ignorance.

Find out why others have joined Shell. 

If you want to experience being a developer at one of the world’s largest energy companies, they’re hiring.

Amber Webb is on LinkedIn.

Naresh Kumar is on LinkedIn.

Congrats to Tomasz Kula, today’s Lifeboat badge winner, for dropping some knowledge on Multiple components binding with the same reactive form control update issue and saving it from ruin. 

Sean hosts Partially Redacted, a podcast about data privacy, security, and compliance.

He also hosts the podcast Software Engineering Daily, which features technical interviews on everything from the ethics of GPTs to cloud-native search and WebAssembly. Start with the recent episode Surviving ChatGPT with Christian Hubicki (of Survivor fame).

You can also read about how he crowdsourced a behavioral model for Survivor.

Sean spent four years working in developer relations (DevRel) at Google. Here’s a Software Engineering Daily episode about the role DevRel plays at Google.

Connect with Sean on LinkedIn or Twitter (I mean, X), or check out his website.

Kudos to Great Question badge winner Kai Sellgren for asking How to remove an element from a vector given the element?.

You can learn more about OverflowAI and sign up to be an alpha tester here.

You can check out Ellen and Jody on Linkedin. 

Congrats to Ben Lindsay, who was awarded a Lifeboat badge for his answer to: How can I divide each element in a tuple by a single integer?

Pablo is a Python core developer, Steering Council member, and release manager of Python 3.10 and 3.11. He’s currently a senior software engineer at Bloomberg.

Looking for a comprehensive guide to contributing to Python? The Python Developer’s Guide is the place to start.

The Zen of Python is a list of the language’s guiding principles, including, “There should be one—and preferably only one—obvious way to do it.”

Find Pablo on LinkedIn, Twitter, and GitHub.

Find Kyle, a senior software engineer on Stack Overflow’s public platform, on Linked, Twitter, and GitHub.

Pablo is a Python core developer, Steering Council member, and release manager of Python 3.10 and 3.11. He splits this work 50/50 with his day job as a senior software engineer at Bloomberg.

An astrophysicist by training, he did his PhD on rotating black holes.

Whether you’re a new contributor or a seasoned veteran, the Python Developer’s Guide is a comprehensive guide to contributing to Python.

Pablo is on LinkedIn, Twitter, and GitHub.

Kyle is also on Linked, Twitter, and GitHub.

Shoutout to Inquisitive Badge winner trever for asking well-received questions on 30 separate days.

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.

You can check out Sascha’s writing on machine learning on his Medium blog.  

Connect with him on LinkedIn or subscribe to his YouTube channel

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Cat’s research centers on the socio-cognitive factors and processes that help people learn and succeed. In her role as director of Pluralsight Flow’s Developer Success Lab, she studies what makes software teams thrive and shares that research with the community so teams can learn from her findings.

In a recent report, the Dev Success Lab explored how visibility can encourage higher-performing teams and better business outcomes.

Pluralsight is an education platform for software developers. Pluralsight Flow, their software delivery intelligence platform, is designed to eliminate developer friction and wasted time.

Cat is on LinkedIn and Twitter.

Today’s Lifeboat badge winner is Kent Kostelac, who gave a terrific answer to One-line if-else in C#.

ICYMI, listen to our episode with Agile pioneer Jim Highsmith: The meeting that changed how we build software (Ep. 579).

Explore Connell’s website or his talks.

Connell will be speaking at DDD East Midlands again this year: October 7, 2023 (with apologies to our British listeners for the date format). 

He’s also on GitHub, Twitter, and Stack Overflow (naturally).

Thanks to Connell for answering his own question: Why does this SelectMany perform several SQL queries instead of a single join?.

Netlify’s all-in-one development platform gives devs access to build, deploy, and backend services for websites and web apps. Get started with their docs.

Jamstack is a web development architecture based on JavaScript, APIs, and Markup (the JAM in Jamstack). Learn what Jamstack is and what benefits it offers.

Composable architecture has been called “the next big thing” in web development. Netlify defines it as “a development approach [that] provides the ability to more rapidly build technology stacks by making use of logically separated reusable and customizable components.”

Dana is on LinkedIn.

Warm congrats to Lifeboat badge winner hasectic saif, who rescued the question How can I print to standard error in C with 'printf'? from an answerless void.

VerseProp is a digital real estate platform where users can buy, sell, and rent virtual properties.

New to the concept of digital real estate? The Motley Fool has a useful primer for you.

If you need to brush up on your investment terms, a supercycle is “a sustained period of expansion, usually driven by robust growth in demand for products and services.”

Joel is on LinkedIn.

Will is on LinkedIn.

Follow VerseProp on Twitter, where the team welcomes questions.

Today’s Lifeboat badge is awarded to Omar, for helping 44,000 people and counting with their answer to Event handlers on Message box buttons.

Our 2023 Developer Survey explored AI’s benefits for developers. Read about the results here.

For more WWDC talk, listen to our episode from last month: Chatting with Apple at WWDC: Macros in Swift and the new visionOS (Ep. 578).

Squarespace is acquiring Google Domains.

Congratulations to Bruno Brant, who won a Lifeboat badge for answering Where can I view LINQ source code?.

While he’s been the dean of the School of Computer Science since 2019, Martial started his career at Carnegie Mellon University way back in 1984. 

Ben covered LIDAR inventor Velodyne while at the Verge, while Martial has LIDAR’s ancestor, the laser rangefinder, which was state of the art in 1986. 

Martial’s area of research is in computer vision and perception for autonomous systems. Since 1985, he’s been a part of 388 publications. 

Congrats to Lifeboat winner mx0 for their answer to the question “How to use a reserved keyword in pydantic model?”

Software might not be top of mind when you think of an energy company like Shell, but software engineering powers a lot of what they do. The tech stack includes React, Golang, Python, GraphQL, MongoDB, Kafka, and the list goes on. The experience their developers have at work is a priority for the organization and its leaders. 

Episode notes:

Find out why others have joined Shell. 

If you want to experience what being a developer at one of the world’s largest energy companies looks like, they’re hiring.

You can connect with Abhai on LinkedIn. 

Congrats to this episode’s lifeboat badge winner, CertainPerformance, for their answer to 

Convert different strings to snake_case in JavaScript

. You saved the question and got some shinies for your profile. 

Adam is the cofounder and former CTO of Chef, which provides DevOps automation tools that help configure, deploy, and manage application infrastructure, including security and compliance.

Adam’s new venture, System Initiative, reimagines infrastructure-as-code as collaborative, open-source software. See what they’re up to on their blog, starting with Adam’s article DevOps without papercuts.

If you’re interested in playing with a developer build of System Initiative, submit your information here. You can also join System Initiative on Discord (and keep an eye on their open positions).

Connect with Adam on LinkedIn or Twitter.

Sofy is a no-code test automation platform for mobile apps. SofySense is their OpenAI-powered AI assistant. See what they’re up to on their blog or check out their open roles.

One of the biggest challenges in testing is deciding whether to use mock or live data. 

Interested in reading about how Stack Overflow is building up our test coverage?

Syed is on LinkedIn.

Congrats to Lifeboat badge winner Todd A. Jacobs for interceding between the question How can I check whether a string is an integer in Ruby? and the relentless march of time.

CodiumAI plugs into your IDE and suggests meaningful test suites as you code. See what they’re up to on their blog or scope out their open roles. You can also follow them on Twitter.

Connect with Kyle on Linked, Twitter, or GitHub.

Connect with Itamar on LinkedIn.

Today’s Lifeboat badge is awarded to Héctor M. for answering Convert a string to a Boolean in C#. Thanks for spreading some knowledge.

Interested in trying Duet? You can get on the waitlist here.

You can learn more about tuning and deploying your own version of Google’s foundation models in their Generative AI studio.

If tuning your own model sounds overwhelming, you can head to Model Garden, where a wide selection of open-source and third-party models are available to try.

Marcos is on LinkedIn.

Jim is a pioneering software developer who was one of 17 original signatories to the Agile Manifesto. 

His first engineering job was on a little NASA program you may have heard of: Project Apollo.

His latest book is Wild West to Agile: Adventures in software development evolution and revolution; get your copy here.

Find Jim on LinkedIn or his website.

Today’s Lifeboat badge winner is nCod3d for answering How can I find how many useful digits are in any given a number N?. Thanks for spreading some knowledge.

Our guests today are Christopher Thielen, product manager for languages and frameworks at Apple, and Josh Shaffer, a Senior Director of Software at Apple with a focus on Swift frameworks. 

We discuss the introduction of Swift Macros, improving widgets with App Intents, and some of the new paradigms for crafting apps in visionOS.

If you want to get the full picture of all the updates Apple announced for software developers, you can watch this year’s State of the Union or dive into particulars with 175 different videos focused on key elements of the announcements.

MosaicML is a platform for training and deploying large AI models at scale. Explore their docs, check out their blog, and keep an eye on their open roles.

Jonathan Frankle is the Chief Scientist at MosaicML and an incoming Assistant Professor of Computer Science at Harvard.

Abhinav Venigalla is the NLP Architect at MosaicML.

Today’s Lifeboat badge winner is singmotor for rescuing How to remove columns with too many missing values in Python from the dustbin of history.

Rebuy is an AI-powered personalization platform. Check out their developer hub, explore case studies, or keep up with their blog.

Cameron is a PhD student in computer science and member of the OptimaLab at Rice University. 

Autonomous agents are AI-powered programs that can create tasks for themselves in response to a given objective. They “can create tasks for themselves, complete tasks, create new tasks, reprioritize their task list, complete the new top task, and loop until their objective is reached,” according to one beginner’s guide to autonomous agents.

Follow Cameron’s work on Twitter or Substack, or his website. Read his publications here.

This week’s Lifeboat badge honoree is Mark Setchell for sharing their knowledge with the world: I need to convert a fixed-width file to 'comma-delimited' in Unix.