Podcasts about Web development

Jess Berman is the Chief Brand Officer and co-owner of BodyBio, a family-owned supplement brand redefining cellular health through premium, science-backed formulations. Built at the intersection of clinical credibility and modern digital commerce, BodyBio is helping bridge the gap between practitioner-trusted products and direct-to-consumer wellness, making elite cellular health accessible to more people than ever before.After spending years deeply connected to BodyBio's practitioner roots, Jess stepped into a leadership role during a pivotal shift: moving the business from B2B-only to a thriving DTC brand. What began as a family legacy focused on scientific excellence evolved into a broader mission of education, access, and brand storytelling, bringing cellular health out of the doctor's office and into everyday routines.Though she didn't come from a traditional DTC background, Jess brings strategic clarity to every stage of growth, navigating channel tradeoffs, building dual B2B and DTC ecosystems, and balancing hyper-targeted paid media with high-trust organic growth.Whether discussing how BodyBio fixed its reliance on branded traffic, why affiliate funnels outperformed typical influencer playbooks, or how brand guidelines helped unify internal teams and external agencies, Jess offers a transparent and tactical perspective on scaling a modern wellness brand without sacrificing trust.In This Conversation We Discuss:[00:43] Intro[01:52] Rebuilding websites to unlock conversions[03:16] Growing brand awareness through omnichannel[04:26] Bootstrapping marketing with a two-person team[05:40] Managing fulfillment while scaling DTC[07:18] Finding new customers through authority partners[09:31] Testing creative angles to convert cold traffic[11:34] Leading growth through transparency and story[12:21] Episode Sponsors: Electric Eye, Reach & Zamp[15:52] Defining brand guidelines before scaling online[17:52] Testing incrementality before scaling Amazon[18:48] Skipping short-term wins for long-term brand health[20:48] Preparing for shoppable AI disrupting searchResources:Subscribe to Honest Ecommerce on YoutubeSupplements Made From Science https://bodybio.com/Follow Jess Berman https://www.linkedin.com/in/jesshkaneSchedule an intro call with one of our experts electriceye.io/connectLevel up your global sales withreach.com/honest  Fully managed sales tax solution for Ecommerce brands zamp.com/honestIf you're enjoying the show, we'd love it if you left Honest Ecommerce a review on Apple Podcasts. It makes a huge impact on the success of the podcast, and we love reading every one of your reviews!

Every year the core developers of Python convene in person to focus on high priority topics for CPython and beyond. This year they met at PyCon US 2025. Those meetings are closed door to keep focused and productive. But we're lucky that Seth Michael Larson was in attendance and wrote up each topic presented and the reactions and feedback to each. We'll be exploring this year's Language Summit with Seth. It's quite insightful to where Python is going and the pressing matters. Episode sponsors Seer: AI Debugging, Code TALKPYTHON Sentry AI Monitoring, Code TALKPYTHON Talk Python Courses Links from the show Seth on Mastodon: @sethmlarson@fosstodon.org Seth on Twitter: @sethmlarson Seth on Github: github.com Python Language Summit 2025: pyfound.blogspot.com WheelNext: wheelnext.dev Free-Threaded Wheels: hugovk.github.io Free-Threaded Python Compatibility Tracking: py-free-threading.github.io PEP 779: Criteria for supported status for free-threaded Python: discuss.python.org PyPI Data: py-code.org Senior Engineer tries Vibe Coding: youtube.com Watch this episode on YouTube: youtube.com Episode #514 deep-dive: talkpython.fm/514 Episode transcripts: talkpython.fm Developer Rap Theme Song: Served in a Flask: talkpython.fm/flasksong --- Stay in touch with us --- Subscribe to Talk Python on YouTube: youtube.com Talk Python on Bluesky: @talkpython.fm at bsky.app Talk Python on Mastodon: talkpython Michael on Bluesky: @mkennedy.codes at bsky.app Michael on Mastodon: mkennedy

Brooks Lybrand, Developer relations manager for Remix and React Router, joins the pod to discuss the latest developments in React Router v7, its evolving community, and the migration path from Remix. We also explore the router's new open governance model, framework mode, and how server-side rendering and data handling are being reimagined for modern web apps. Links Twitter: https://x.com/brookslybrand LinkedIn: https://www.linkedin.com/in/brooks-lybrand Github: https://github.com/brookslybrand YouTube: https://www.youtube.com/channel/UCd93bPmP8vplnkr9Jel_osA Resources React Miami 2025: https://www.youtube.com/watch?v=DPSRGLk6DDQ We want to hear from you! How did you find us? Did you see us on Twitter? In a newsletter? Or maybe we were recommended by a friend? Let us know by sending an email to our producer, Em, at emily.kochanek@logrocket.com (mailto:emily.kochanek@logrocket.com), or tweet at us at PodRocketPod (https://twitter.com/PodRocketpod). Follow us. Get free stickers. Follow us on Apple Podcasts, fill out this form (https://podrocket.logrocket.com/get-podrocket-stickers), and we'll send you free PodRocket stickers! What does LogRocket do? LogRocket provides AI-first session replay and analytics that surfaces the UX and technical issues impacting user experiences. Start understanding where your users are struggling by trying it for free at LogRocket.com. Try LogRocket for free today. (https://logrocket.com/signup/?pdr) Special Guest: Brooks Lybrand.

Topics covered in this episode: * Switching to direnv, Starship, and uv* * rqlite - Distributed SQLite DB* * Some Markdown Stuff* Extras Joke Watch on YouTube About the show Sponsored by PropelAuth: pythonbytes.fm/propelauth77 Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: Switching to direnv, Starship, and uv Last week I mentioned that I'm ready to try direnv again, but secretly, I still had some worries about the process. Thankfully, Trey has a tutorial to walk me past the troublesome parts. direnv - an extension for your shell. It augments existing shells with a new feature that can load and unload environment variables depending on the current directory. Switching from virtualenvwrapper to direnv, Starship, and uv - Trey Hunner** Trey has solved a bunch of the problems I had when I tried direnv before Show the virtual environment name in the prompt Place new virtual environments in local .venv instead of in .direnv/python3.12 Silence all of the “loading”, “unloading” statements every time you enter a directory Have a script called venv to create an environment, activate it, create a .envrc file I'm more used to a create script, so I'll stick with that name and Trey's contents A workon script to be able to switch around to different projects. This is a carry over from “virtualenvwrapper', but seems cool. I'll take it. Adding uv to the mix for creating virtual environments. Interestingly including --seed which, for one, installs pip in the new environment. (Some tools need it, even if you don't) Starship Trey also has some setup for Starship. But I'll get through the above first, then MAYBE try Starship again. Some motivation Trey's setup is pretty simple. Maybe I was trying to get too fancy before Starship config in toml files that can be loaded with direnv and be different for different projects. Neato Also, Trey mentions his dotfiles repo. This is a cool idea that I've been meaning to do for a long time. See also: It's Terminal - Bootstrapping With Starship, Just, Direnv, and UV - Mario Munoz Michael #2: rqlite - Distributed SQLite DB via themlu, thanks! rqlite is a lightweight, user-friendly, distributed relational database built on SQLite. Built on SQLite, the world's most popular database Supports full-text search, Vector Search, and JSON documents Access controls and encryption for secure deployments Michael #3: A Python dict that can report which keys you did not use by Peter Bengtsson Very cool for testing that a dictionary has been used as expected (e.g. all data has been sent out via an API or report). Note: It does NOT track d.get(), but it's easy to just add it to the class in the post. Maybe someone should polish it up and put it on pypi (that person is not me :) ). Brian #4: Some Markdown Stuff Textual 4.0.0 adds Markdown.append which can be used to efficiently stream markdown content The reason for the major bump is due to an interface change to Widget.anchor Refreshing to see a symantic change cause a major version bump. html-to-markdown Converts html to markdown A complete rewrite fork of markdownify Lots of fun features like “streaming support” Curious if it can stream to Textual's Markdown.append method. hmmm. Joke: Vibecon is hard to attend

Why do people list to this podcast? Sure, they're looking for technical explorations of new libraries and ideas. But often it's to hear the story behind them. If that speaks to you, then I have the perfect episode lined up. I have Barry Warsaw, Paul Everitt, Carol Willing, and Brett Cannon all back on the show to share stories from the history of Python. You'll hear about how import this came to be and how the first PyCon had around 30 attendees (two of whom are guests on this episode!). Sit back and enjoy the humorous stories from Python's past. Episode sponsors Posit Agntcy Talk Python Courses Links from the show Barry's Zen of Python song: youtube.com Jake Vanderplas - Keynote - PyCon 2017: youtube.com Why it's called “Python” (Monty Python fan-reference): geeksforgeeks.org import antigravity: python-history.blogspot.com NIST Python Workshop Attendees: legacy.python.org Paul Everitt open-sources Zope: old.zope.dev Carol Willing wins ACM Software System Award: awards.acm.org Watch this episode on YouTube: youtube.com Episode #513 deep-dive: talkpython.fm/513 Episode transcripts: talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube: youtube.com Talk Python on Bluesky: @talkpython.fm at bsky.app Talk Python on Mastodon: talkpython Michael on Bluesky: @mkennedy.codes at bsky.app Michael on Mastodon: mkennedy

Stephanie Moyal is the co-founder of Troop, a functional mushroom brand transforming wellness routines through approachable, science-backed gummies. Built at the intersection of personal healing and product innovation, Troop is helping redefine how consumers experience the benefits of mushrooms, one gummy at a time.After exploring multiple career paths and feeling unfulfilled, Stephanie came across a book on mushrooms that sparked a complete shift in direction. What started as a personal fascination with neuroplasticity and brain health quickly evolved into a product mission grounded in education, quality, and access. At Troop, Stephanie leads everything from product development to brand storytelling, helping bridge the gap between skepticism and belief in a growing wellness category.Though she entered CPG without a traditional background, Stephanie brings a founder's resilience and clarity to each challenge, navigating go-to-market tradeoffs, scaling digital alongside strategic wholesale, and building emotional alignment with customers and cofounders alike.Whether discussing how Troop approached product sampling and what didn't work, why the mushroom industry is just getting started, or how therapy strengthened her cofounder partnership, Stephanie offers a candid and insightful perspective on building a brand with both purpose and endurance.In This Conversation We Discuss:[00:39] Intro[00:54] Turning personal curiosity into a company[03:43] Brainstorming product formats in the kitchen[04:19] Navigating the nightmare of early production[06:23] Finding backup production in a crisis[08:02] Pivoting from tasting to paid acquisition[09:31] Expanding across DTC, Amazon, and retail[11:19] Episode Sponsors: Electric Eye, Reach & Zamp[14:38] Focusing efforts instead of chasing channels[16:28] Looping back to what worked all along[18:27] Writing down ideas to filter later[21:08] Bringing on experts to avoid missteps[22:32] Growing stronger through personal challengesResources:Subscribe to Honest Ecommerce on YoutubePremium daily mushroom supplements trytroop.com/Follow Stephanie Moyal linkedin.com/in/stephanie-moyal-95a4bb60Schedule an intro call with one of our experts electriceye.io/connectLevel up your global sales withreach.com/honest  Fully managed sales tax solution for Ecommerce brands zamp.com/honestIf you're enjoying the show, we'd love it if you left Honest Ecommerce a review on Apple Podcasts. It makes a huge impact on the success of the podcast, and we love reading every one of your reviews!

Dans cet extrait, Antoine Craske partage ses opinions à contre-courant sur le testing. Soyez prêts à remettre en question tout ce que vous pensiez savoir à propos du testing.Au programme :Comment faire le lien les objectifs métier et ce qu'on décide de testerLes non-négociables d'une stratégie de qualité saineDeux opinions tranchées et à contre-courant sur le testingLes anti-patterns qu'Antoine voit trop souventCe que signifie vraiment “être autonome” sur ses testsRetrouvez Antoine :Sur LinkedIn : https://www.linkedin.com/in/acraske/Si cet épisode vous a plu, pensez à laisser une note et un commentaire - c'est la meilleure façon de faire découvrir le podcast à d'autres personnes !Envoyez-moi une capture de cet avis (LinkedIn ou par mail à dx@donatienleon.com) et je vous enverrai une petite surprise en remerciement.

In this episode of PodRocket, Michael Shilman, product lead at Storybook, joins us to explore the major updates in Storybook 9. We dive into component testing, browser mode in Vitest, AI workflows, React Server Components, accessibility audits, and Storybook's growing support for frameworks like Next.js, Svelte, and React Native. Michael also shares behind-the-scenes insights on Storybook's evolution from a documentation tool to a full-fledged UI development and testing suite. Links LinkedIn: https://www.linkedin.com/in/shilman Github: https://github.com/shilman X: https://x.com/mshilman Bluesky: https://bsky.app/profile/shilman.net Resources Storybook 9 (https://storybook.js.org/blog/storybook-9/) We want to hear from you! How did you find us? Did you see us on Twitter? In a newsletter? Or maybe we were recommended by a friend? Let us know by sending an email to our producer, Em, at emily.kochanek@logrocket.com (mailto:emily.kochanek@logrocket.com), or tweet at us at PodRocketPod (https://twitter.com/PodRocketpod). Follow us. Get free stickers. Follow us on Apple Podcasts, fill out this form (https://podrocket.logrocket.com/get-podrocket-stickers), and we'll send you free PodRocket stickers! What does LogRocket do? LogRocket provides AI-first session replay and analytics that surfaces the UX and technical issues impacting user experiences. Start understanding where your users are struggling by trying it for free at LogRocket.com. Try LogRocket for free today. (https://logrocket.com/signup/?pdr) Special Guest: Michael Shilman.

Sabir Semerkant is an Ecommerce expert, growth strategist, and founder of Growth by Sabir, where he helps brands unlock compounding growth through a proven framework called the 8D Method. With over 20 years of experience and $1B+ in revenue driven, Sabir has worked with everyone from Fortune 500s to DTC challengers, scaling brands like Canon, Tommy Hilfiger, and Sour Patch Kids along the way.Today, Sabir leads growth across a wide range of eCommerce verticals, helping founders break through revenue plateaus with precision systems and operational clarity. His work is grounded in execution: simplifying tech stacks, identifying bottlenecks, and unlocking 2X results without chasing shiny tactics. In 2024 alone, his Rapid 2X program delivered a 108% average lift across 29 brands in just 21 days.Whether he's unpacking the real reasons most brands stall, breaking down why resumes don't equal results, or showing how to grow without over-relying on Meta ads, Sabir brings a direct, operator-first mindset to the conversation.He shares what it takes to scale in today's crowded DTC space without gambling on paid, blindly outsourcing growth, or losing sight of what truly moves the needle.In This Conversation We Discuss: [00:39] Intro[01:23] Learning marketing like a software upgrade[08:53] Improving CTR with daily copy experiments[14:55] Centralizing KPIs to drive clear decisions[19:11] Knowing your numbers without excuses[21:47] Segmenting real buyers from email signups[23:35] Testing ideas before scaling campaigns[28:32] Repositioning your product to fix weak growth[31:03] Aligning your whole team on brand growth[40:30] Avoiding the agency swap loop for growthResources:Subscribe to Honest Ecommerce on YoutubeTurning Promising Ecom Brands Into Profitable Winners https://growthbysabir.com/Follow Sabir Semerkant https://www.linkedin.com/in/sabirsemerkantIf you're enjoying the show, we'd love it if you left Honest Ecommerce a review on Apple Podcasts. It makes a huge impact on the success of the podcast, and we love reading every one of your reviews!

In this special episode of DejaVue, Alexander and Michael are joined by Daniel Roe and Sébastien Chopin to discuss the recent acquisition of NuxtLabs by Vercel. Questions like "Was Nuxt just sold", "How much influence has Vercel", and "What is Vercel excepting from the deal" are answered.If you wonder what impact the deal has on Nuxt, you as a user and developer, as well as the open-source community, you should tune in! Enjoy the Episode!Our GuestsDaniel RoeBlueskyWebYouTubeTwitchSébastien ChopinNuxtLabsNuxtPersonal WebsiteBlueskyChaptersLinks and ResourcesAnnouncement on NuxtLabs.comSkew Protection Nitro IssueDaniel Roe's Reddit AMAThe Future of Nuxt GitHub DiscussionPooya's Nitro AnnouncementYour HostsAlexander LichterBlueskyYouTubeWebsiteMichael ThiessenTwitterYouTubeWebsite---Links marked with * are affiliate links. We get a small commission when you register for the service through our link. This helps us to keep the podcast running. We only include affiliate links for services mentioned in the episode or that we use ourselves.

Send us a textIn this episode, Danny chats with Santi Schamberger, passionate and dedicated web developer at Optidge. They dive into the foundational elements of successful websites, the evolution of WordPress, and why UX matters more than flashy design. Santi opens up about his self-taught journey, agency life, and how real impact comes from aligning websites with actual business goals. This episode provides a roadmap for creating digital experiences that not only look professional but actually drive business results. An Optidge "Office Hours" EpisodeOur Office Hours episodes are your go-to for details, how-to's, and advice on specific marketing topics. Join our fellow Optidge team members, and sometimes even 1:1 teachings from Danny himself, in these shorter, marketing-focused episodes every few weeks. Get ready to get marketing!Episode Highlights:Santi breaks down why good, optimized websites convert — and pretty ones often don't.He shares how learning SEO, design, and development together creates a complete skill set for developers and his tips along his self-taught journey in web development. Discover through Santi's experience why collaboration between designers and developers is key in preventing digital disasters.Learn how WordPress, Elementor, and Hello Theme make life easier for devs and clients.A 30% lift in conversions? Santi proves data-led redesigns actually work.Episode Links:

Topics covered in this episode: * ty documentation site and uv migration guide* * uv build backend is now stable + other Astral news* * Refactoring long boolean expressions* * fastapi-ml-skeleton* Extras Joke Watch on YouTube About the show Sponsored by Sentry: pythonbytes.fm/sentry Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: ty documentation site and uv migration guide via Skyler Kasko Astral created a documentation site for ty (PR #744 in release 0.0.1-alpha.13). Astral added a page on migrating from pip to a uv project in the uv documentation. (PR #12382 in release 0.7.19). Talk Python episode on ty. Brian #2: uv build backend is now stable + other Astral news The uv build backend is now stable Tim Hopper via Python Developer Tooling Handbook From Charlie Marsh “The uv build backend is now stable, and considered ready for production use. An alternative to setuptools, hatchling, etc. for pure Python projects, with a focus on good defaults, user-friendly error messages, and performance. When used with uv, it's 10-35x faster.” “(In a future release, we'll make this the default.)” [build-system] requires = ["uv_build>=0.7.19,

Lisa started her company in 2011 after spending 20+ years in Corporate America as a corporate trainer, working her way up to managing a training department for a Fortune-50 company. As a way to exit Corporate America, Lisa started an Agency, focusing on Web Development & SEO.Over the last 10 years, she's consistently built simple, effective “get in the door” strategies to attract and land ideal customers, building her Agency to over $3.5+ million dollars. She has helped 100's of business owners get unstuck and build successful 6-figure and 7-figure businesses. Lisa has developed simple and repeatable systems and methods that work for any level marketer or agency.Listen NOW to discover, "Simple Strategies To Land Your Ideal Customer."

Aaron Magness is the SVP of Marketing at Full Glass Wine Co., a brand acquisition and management firm focused on operating DTC wine companies with strong community roots and lasting customer value. From first-time buyers to wine club loyalists, Aaron leads marketing across a growing portfolio of brands, building distinct identities while driving collective growth at scale.With 15+ years of experience at fast-growing consumer brands, Aaron brings a sharp operator's mindset to every marketing challenge. His work centers on sustainable value creation, balancing customer acquisition with deep retention, brand storytelling with data-driven execution. Outside of Full Glass, he's also an active advisor and investor in consumer startups, with a passion for enhancing customer experience at every touchpoint.Whether unpacking how to manage marketing across multiple brands, sharing what he looks for in standout talent, or reflecting on the role of skill vs. luck in his career, Aaron offers a grounded, thoughtful take on what it really takes to lead modern marketing teams.He shares what it means to scale without shortcuts, how to build teams that compound over time, and why marketing today is more about connection than ever before.In This Conversation We Discuss:[00:41] Intro[00:59] Investing in your professional network[01:47] Navigating job loss during economic downturns[03:09] Scaling DTC through subscription experience[06:03] Building expert teams in a startup portfolio[07:04] Transferring insights across brand portfolios[08:47] Electric Eye, Social Snowball, Portless, Reach & Zamp[15:08] Specializing before expanding your skillset[18:07] Aligning teams around shared outcomes[19:41] Focusing on customer quality over quantity[23:16] Balancing tools with firsthand market knowledgeResources:Subscribe to Honest Ecommerce on YoutubeRedefining the fragmented DTC wine market by building a multi-brand platform, delivering curated wines fullglass.wine/Follow Aaron Magness linkedin.com/in/aaronmagnessSchedule an intro call with one of our experts electriceye.io/connectDrive revenue through affiliates & referrals socialsnowball.io/honestRevolutionize your inventory and fulfillment process portless.com/Level up your global sales withreach.com/honest  Fully managed sales tax solution for Ecommerce brands zamp.com/honestIf you're enjoying the show, we'd love it if you left Honest Ecommerce a review on Apple Podcasts. It makes a huge impact on the success of the podcast, and we love reading every one of your reviews!

In this powerful episode of White Canes Connect, hosts Lisa Bryant and David Goldstein welcome Tanner Gers, founder of Access Ability Officer and Paralympian, for an inspiring and insightful conversation. Tanner shares the harrowing story of how a tragic car accident in 2004 left him totally blind—and how that life-changing event became the catalyst for a purpose-driven career in accessibility, advocacy, and entrepreneurship. Tanner discusses the evolution of Access Ability Officer. This digital accessibility consultancy not only works with government and corporate clients but also trains and hires blind professionals through its Certified Accessibility Tester (CAT) program. This rigorous 14-week training course equips screen reader users with the technical and professional skills needed to land paid work and even launch their own businesses in the booming accessibility space. The conversation touches on AI's role in the future of accessibility, the importance of inclusive design, and the potential for digital equity. Tanner also shares his love for beep baseball and why adaptive sports are essential for physical and emotional well-being. Whether you're an aspiring accessibility tester, advocate, or entrepreneur, this episode is filled with actionable insights and motivation. Show notes at https://www.whitecanesconnect.com/139   Links Mentioned Learn more about Access Ability Officer: https://accessabilityofficer.com/  Tanner Gers on LinkedIn: https://www.linkedin.com/in/tannergers/  NABS Mid-Atlantic Student Seminar: https://nabslink.org/civicrm/event/register?reset=1&id=6  Have you checked out Federation Focus yet? https://www.youtube.com/@nfbofpa/  Tanner Gers and Access Ability Officer at National Convention Access Ability Officer is at table B25 in the Exhibit Hall. Start a Digital Accessibility Business session is in Studio 7 Wednesday, July 9 from 3:30 PM to 5:00 PM Accessibility Jeopardy in Studio 2 on Thursday, July 10 from 6:00 PM to 8:00 PM. Mid-Atlantic Student Seminar August 1 - 3 in Philadelphia The National Federation of the Blind of Pennsylvania is proud to support the National Association of Blind Students Mid-Atlantic Seminar taking place from August 1 through August 3 at the Hampton Inn at 1301 Race Street in Philadelphia. Register at https://nabslink.org/civicrm/event/register?reset=1&id=6. All of the hotel info is on that page. An Easy Way to Help the NFB of PA Support the NFB of PA with every purchase at White Cane Coffee Company by going to https://www.whitecanecoffee.com/ref/nfbp. When you use that link to purchase from White Cane Coffee, the NFB of PA earns a 10% commission! Share the link with your family and friends! Listen to Erin and Bob Willman from White Cane Coffee on episode 072 of White Canes Connect. Donate to the NFB of PA Like what you hear on White Canes Connect? Support us and donate to the National Federation of the Blind of Pennsylvania, visit https://www.NFBofPA.org/give/. We Want to Hear Your Story Reach out with questions and comments, or share ideas! We want to hear from you. Call us at (267) 338-4495 or at whitecanesconnect@gmail.com. Follow White Canes Connect Find out why White Canes Connect is currently ranked at #13 of the 100 Best Visually Impaired Podcast. Find the show on: Apple Podcasts: https://podcasts.apple.com/us/podcast/white-canes-connect/id1592248709  Spotify: https://open.spotify.com/show/1YDQSJqpoteGb1UMPwRSuI  YouTube: https://www.youtube.com/@pablindpodcast 

Do you like to dive into the details and intricacies of how Python executes and how we can optimize it? Well, do I have an episode for you. We welcome back Brandt Bucher to give us an update on the upcoming JIT compiler for Python and why it differs from JITs for languages such as C# and Java. Episode sponsors Posit Talk Python Courses Links from the show Brandt Bucher: github.com/brandtbucher PyCon Talk: What they don't tell you about building a JIT compiler for CPython: youtube.com Specializing, Adaptive Interpreter Episode: talkpython.fm Watch this episode on YouTube: youtube.com Episode #512 deep-dive: talkpython.fm/512 Episode transcripts: talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube: youtube.com Talk Python on Bluesky: @talkpython.fm at bsky.app Talk Python on Mastodon: talkpython Michael on Bluesky: @mkennedy.codes at bsky.app Michael on Mastodon: mkennedy

Topics covered in this episode: * Python Cheat Sheets from Trey Hunner* * Automatisch* * mureq-typed* * My CLI World* Extras Joke Watch on YouTube About the show Sponsored by Posit: pythonbytes.fm/connect Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: Python Cheat Sheets from Trey Hunner Some fun sheets Python f-string tips & cheat sheets Python's pathlib module Python's many command-line utilities Michael #2: Automatisch Open source Zapier alternative Automatisch helps you to automate your business processes without coding. Use their affordable cloud solution or self-host on your own servers. Automatisch allows you to store your data on your own servers, good for companies dealing with sensitive user data, particularly in industries like healthcare and finance, or those based in Europe bound by General Data Protection Regulation (GDPR). Michael #3: mureq-typed Single file, zero-dependency alternative to requests. Fully typed. Modern Python tooling. Typed version of mureq (covered in 2022 on episode 268) Intended to be vendored in-tree by Linux systems software and other lightweight applications. mureq-typed is a drop-in, fully API compatible replacement for mureq updated with modern Python tooling: Type checked with mypy, ty, and pyrefly. Formatted with black, no ignore rules necessary. Linted with ruff (add these rules for mureq.py to your per-file-ignores). Brian #4: My CLI World Frank Wiles Encouragement to modify your command line environment Some of Franks tools direnv, zoxide, fd, ack, atuin, just Also some aliases, like gitpulllog Notes We covered poethepoet recently, if just just isn't cutting it for you. I tried to ilke starship, bit for some reason with my setup, it slows down the shell too much. Extras Brian: Interesting read of the week: New theory proposes time has three dimensions, with space as a secondary effect Michael's: New quantum theory of gravity brings long-sought 'theory of everything' a crucial step closer Joke: Brian read a few quotes from the book Disappointing Affirmations, by Dave Tarnowski “You are always just a moment away from your next worst day ever. Or your next best day ever, but let's be realistic.” “You can be anything you want. And yet you keep choosing to be you. I admire your dedication to the role.” “Today I am letting go of the things that are holding me back from the life that I want to live. Then I'm picking them all up again because I have separation anxiety.”

Julie De Angulo is the VP of Ecommerce and Digital at Bajio Sunglasses, a premium polarized fishing eyewear brand purpose-built for serious anglers, from saltwater flats to bass tournaments. Bajio combines Patent Pending LAPIS lens technology with hyper-targeted storytelling to serve one of the most gear-obsessed subcultures in outdoor retail. Julie leads the charge in turning that product obsession into a scalable digital channel, anchored in retention, merchandising, and cultural fluency.Before joining Bajio, Julie spent nearly two decades in Ecommerce and digital marketing, scaling brands across home goods, pet supplements, fashion, and accessories. Her background in mass communications gave her a sharp instinct for message-market fit, one she's since sharpened into a full-funnel skillset spanning email, SMS, SEO, and paid acquisition. At Bajio, she joined when the brand had little to no Ecommerce presence, and has since built a high-performing revenue channel from the ground up.Whether breaking down how to tell product stories that resonate with niche audiences, mapping customer journeys from first click to long-term loyalty, or translating brand values into conversion-focused creative, Julie brings a tactical yet brand-led perspective to Ecommerce strategy. She shares what it takes to grow when you're starting from zero, why not all anglers are created equal, and how to build sustainable foundations that scale with authenticity.In This Conversation We Discuss:[00:38] Intro[00:49] Focusing on a passionate niche audience[02:19] Building a scalable foundation for growth[04:31] Learning early that data drives everything[06:32] Repositioning a brand beyond wholesale[07:54] Tailoring messages to regional fishing niches[10:00] Hiring guides instead of paid influencers[11:18] Separating community from ad creative[12:37] Electric Eye, Social Snowball, Portless, Reach & Zamp[18:59] Contributing to a mission-led product story[20:53] Scaling small brands with real impact[22:23] Balancing SKU simplicity with flexibility[25:03] Responding to viral demand with local supply[25:53] Forecasting smarter with predictive analyticsResources:Subscribe to Honest Ecommerce on YoutubeFlorida-based polarized sunglasses for fishing https://bajiosunglasses.com/Follow Julie De Angulo https://www.linkedin.com/in/julianadeanguloSchedule an intro call with one of our experts electriceye.io/connectDrive revenue through affiliates & referrals socialsnowball.io/honestRevolutionize your inventory and fulfillment process portless.com/Level up your global sales withreach.com/honestFully managed sales tax solution for Ecommerce brands zamp.com/honestIf you're enjoying the show, we'd love it if you left Honest Ecommerce a review on Apple Podcasts. It makes a huge impact on the success of the podcast, and we love reading every one of your reviews!

Jeremy Horowitz is the Managing Partner of Because Ventures and the creator of Let's Buy a Biz!, a media brand and private equity-backed content engine built to make ecommerce M&A more transparent, data-driven, and founder-friendly. Because Ventures is a private equity search fund focused on acquiring and scaling Shopify brands and apps, while Let's Buy a Biz! documents what it actually takes to grow Top 1% ecommerce businesses.Before launching either venture, Jeremy worked across every layer of the Shopify ecosystem from scaling high-growth DTC brands like Lumi, to leading growth at top-performing Shopify apps like Gorgias. His on-the-ground experience gave him a front-row seat to what really drives retention, profit, and valuation. Now, through Because Ventures, Jeremy applies that knowledge to acquire and operate ecommerce businesses with sustainable margins and focused stacks.Whether debunking the myth that “every brand needs subscriptions,” tracking the 84% adoption rate of email/SMS across $1M+ stores, or predicting which app categories will consolidate over the next five years, Jeremy brings a deep analytical lens to ecommerce strategy. He shares insights from crawling 103,000 Shopify stores, explains why most loyalty programs fail, and urges founders to simplify their tech stack before adding complexity. His story is a masterclass in using real data, not hype to guide business decisions.In This Conversation We Discuss: [00:40] Intro[00:55] Scaling DTC brands to eight figures[02:03] Expanding beyond Shopify Plus assumptions[04:18] Filtering out inactive and duplicate stores[05:05] Highlighting the top 10 most used apps[09:08] Focusing on what actually drives growth[10:56] Comparing native vs third-party app adoption[12:23] Spotting analytics as a breakout category[14:11] Explaining why real CRO starts at $5M+[16:49] Spotting support as an underused category[18:29] Unpacking the subscription model myth[22:47] Auditing app stacks to save thousandsResources:Subscribe to Honest Ecommerce on YoutubeEcommerce Social Impact Fund because.ventures/index.htmlInsider analysis of the largest Ecommerce brands' financials letsbuyabiz.xyz/Follow Jeremy Horowitz linkedin.com/in/jeremyhorowitz1If you're enjoying the show, we'd love it if you left Honest Ecommerce a review on Apple Podcasts. It makes a huge impact on the success of the podcast, and we love reading every one of your reviews!

Join Mike Miles and Aubrey Sambor as they discuss their experiences with public speaking at tech conferences, including the challenges and joys of presenting technical and big-picture talks. Dive into their personal summer plans, ranging from trips to Cape Cod and Asheville to beer festivals and camping adventures. The conversation also explores recent technology updates, such as Figma's site builder and Apple's new 'Liquid Glass' design, emphasizing the importance of accessibility. Tune in for a casual, insightful chat about professional growth, summer fun, and the ever-evolving tech landscape. For show notes visit: https://www.talkingDrupal.com/cafe005 Topics Michael Miles Mike is passionate about development and working with the latest open source technologies. He has been working in web engineering since 2003, utilizing a number of different technologies, languages and frameworks. He has been working with Drupal since 2008 and is a regular contributor to the community and project. From 2015 to 2024 he was the lead organizer of the Boston Drupal Meetup Group. Since 2017 has been one of the organizers of New England Drupal Camp. In his day-to-day role as Director of Web Development at MIT Sloan, Mike leads the development, maintenance and growth of the digital properties for the school, as well as, the development team that supports them. He is a public speaker and regularly presents at technical conferences around the world. Since 2013 Mike has presented dozens of talks at many different conferences/camps across the globe. Aubrey Sambor Aubrey is a lead front end developer and accessibility advocate with over 19 years of experience in software development and leadership. She specializes in writing modern CSS, semantic HTML, and performant JavaScript and brings almost two decades of experience in web development across higher education, non-profits, and public sector projects. Aubrey is an active member of the Drupal community, contributing to open source initiatives and speaking at regional and national conferences. She champions accessibility best practices and writes about front end development, music reviews, and knitting projects on her blog, aubreysambor.com. When she's not coding, Aubrey enjoys running, spinning her own yarn, fountain pens, and exploring local coffee shops and breweries. Casual Conversation and Weather Fitness Routines and Treadmills Podcast Preferences Remote Work and Buffer Time Job Search and Conference Experience Travel Stories and Conference Talks Halloween and Conference Talks Evolving as a Speaker Technical vs. Idea-Driven Talks Managing Bugs and Building Trust Balancing Multiple Talks Figma Sites and Accessibility Concerns Apple's Liquid Glass Design Nostalgia for Old Tech Summer Plans and Conferences Guests Mike Miles - mike-miles.com mikemiles86 Aubrey Sambor - aubreysambor.com starshaped

If you're doing data science and have mostly spent your time doing exploratory or just local development, this could be the episode for you. We are joined by Catherine Nelson to discuss techniques and tools to move your data science game from local notebooks to full-on production workflows. Episode sponsors Agntcy Sentry Error Monitoring, Code TALKPYTHON Talk Python Courses Links from the show New Course: LLM Building Blocks for Python: training.talkpython.fm Catherine Nelson LinkedIn Profile: linkedin.com Catherine Nelson Bluesky Profile: bsky.app Enter to win the book: forms.google.com Going From Notebooks to Scalable Systems - PyCon US 2025: us.pycon.org Going From Notebooks to Scalable Systems - Catherine Nelson – YouTube: youtube.com From Notebooks to Scalable Systems Code Repository: github.com Building Machine Learning Pipelines Book: oreilly.com Software Engineering for Data Scientists Book: oreilly.com Jupytext - Jupyter Notebooks as Markdown Documents: github.com Jupyter nbconvert - Notebook Conversion Tool: github.com Awesome MLOps - Curated List: github.com Watch this episode on YouTube: youtube.com Episode #511 deep-dive: talkpython.fm/511 Episode transcripts: talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube: youtube.com Talk Python on Bluesky: @talkpython.fm at bsky.app Talk Python on Mastodon: talkpython Michael on Bluesky: @mkennedy.codes at bsky.app Michael on Mastodon: mkennedy

Topics covered in this episode: * The Python Language Summit 2025* Fixing Python Properties * complexipy* * juvio* Extras Joke Watch on YouTube About the show Sponsored by Posit: pythonbytes.fm/connect Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: The Python Language Summit 2025 Write up by Seth Michael Larson How can we make breaking changes less painful?: talk by Itamar Oren An Uncontentious Talk about Contention: talk by Mark Shannon State of Free-Threaded Python: talk by Matt Page Fearless Concurrency: talk by Matthew Parkinson, Tobias Wrigstad, and Fridtjof Stoldt Challenges of the Steering Council: talk by Eric Snow Updates from the Python Docs Editorial Board: talk by Mariatta PEP 772 - Packaging Governance Process: talk by Barry Warsaw and Pradyun Gedam Python on Mobile - Next Steps: talk by Russell Keith-Magee What do Python core developers want from Rust?: talk by David Hewitt Upstreaming the Pyodide JS FFI: talk by Hood Chatham Lightning Talks: talks by Martin DeMello, Mark Shannon, Noah Kim, Gregory Smith, Guido van Rossum, Pablo Galindo Salgado, and Lysandros Nikolaou Brian #2: Fixing Python Properties Will McGugan “Python properties work well with type checkers such Mypy and friends. … The type of your property is taken from the getter only. Even if your setter accepts different types, the type checker will complain on assignment.” Will describes a way to get around this and make type checkers happy. He replaces @property with a descriptor. It's a cool technique. I also like the way Will is allowing different ways to use a property such that it's more convenient for the user. This is a cool deverloper usability trick. Brian #3: complexipy Calculates the cognitive complexity of Python files, written in Rust. Based on the cognitive complexity measurement described in a white paper by Sonar Cognitive complexity builds on the idea of cyclomatic complexity. Cyclomatic complexity was intended to measure the “testability and maintainability” of the control flow of a module. Sonar argues that it's fine for testability, but doesn't do well with measuring the “maintainability” part. So they came up with a new measure. Cognitive complexity is intended to reflects the relative difficulty of understanding, and therefore of maintaining methods, classes, and applications. complexipy essentially does that, but also has a really nice color output. Note: at the very least, you should be using “cyclomatic complexity” try with ruff check --select C901 But also try complexipy. Great for understanding which functions might be ripe for refactoring, adding more documentation, surrounding with more tests, etc. Michael #4: juvio uv kernel for Jupyter ⚙️ Automatic Environment Setup: When the notebook is opened, Juvio installs the dependencies automatically in an ephemeral virtual environment (using uv), ensuring that the notebook runs with the correct versions of the packages and Python

Lucy Jeffrey is the founder of Bare Kind and Candid Founders, two purpose-driven brands built from a mission to make commerce more meaningful. Bare Kind is a bamboo sock company that donates 10% of profits to save the animal featured on each sock, while Candid Founders is both a YouTube channel and growth agency helping consumer brands scale on Faire, a leading B2B wholesale marketplace.Before launching either company, Lucy worked in banking and began experimenting with ecommerce by selling reusable straws, t-shirts, and other sustainable products. Her viral turtle-themed content and strong brand mission helped Bare Kind stand out in the crowded DTC space and grow into a seasonal powerhouse, with 70% of revenue landing in Q4. But with a growing team and cash flow challenges, Lucy co-founded Candid Founders to help other brands succeed on Faire while smoothing Bare Kind's revenue curve.Whether scaling to 1,000+ retail accounts, turning her backend team into a profitable service business, or shutting off paid Meta ads to improve profit margins, Lucy brings a sharp, experimental mindset to Ecommerce. She shares insights on building sustainable DTC brands, making wholesale work, and running two businesses with her husband without relying on outside capital or paid ads. Her story is a masterclass in founder adaptability.In This Conversation We Discuss:[00:40] Intro[00:55] Launching with purpose before product clarity[02:50] Choosing a name that allows you to pivot[03:40] Starting with dropshipping to test demand[05:37] Hiring help before scaling ad spend[08:09] Comparing traction between early SKUs[10:07] Electric Eye, Social Snowball, Portless, Reach & Zamp[16:29] Avoiding traps in commoditized markets[18:48] Educating retailers to build trust fast[22:25] Listening to demand before launching services[24:07] Turning internal wins into client services[26:22] Plugging the DTC and wholesale channelsResources:Subscribe to Honest Ecommerce on YoutubeFaire growth agency that helps brands thrive candidfounders.com/Comfy, vibrant animal socks that save the world's animals barekind.co.uk/Follow Lucy Jeffrey linkedin.com/in/lucy-jeffreySchedule an intro call with one of our experts electriceye.io/connectDrive revenue through affiliates & referrals socialsnowball.io/honestRevolutionize your inventory and fulfillment process portless.com/Level up your global sales withreach.com/honest  Fully managed sales tax solution for Ecommerce brands zamp.com/honestIf you're enjoying the show, we'd love it if you left Honest Ecommerce a review on Apple Podcasts. It makes a huge impact on the success of the podcast, and we love reading every one of your reviews!

Today on Elixir Wizards, hosts Sundi Myint and Charles Suggs catch up with Sean Moriarity, co-creator of the Nx project and author of Machine Learning in Elixir. Sean reflects on his transition from the military to a civilian job building large language models (LLMs) for software. He explains how the Elixir ML landscape has evolved since the rise of ChatGPT, shifting from building native model implementations toward orchestrating best-in-class tools. We discuss the pragmatics of adding ML to Elixir apps: when to start with out-of-the-box LLMs vs. rolling your own, how to hook into Python-based libraries, and how to tap Elixir's distributed computing for scalable workloads. Sean closes with advice for developers embarking on Elixir ML projects, from picking motivating use cases to experimenting with domain-specific languages for AI-driven workflows. Key topics discussed in this episode: The evolution of the Nx (Numerical Elixir) project and what's new with ML in Elixir Treating Elixir as an orchestration layer for external ML tools When to rely on off-the-shelf LLMs vs. custom models Strategies for integrating Elixir with Python-based ML libraries Leveraging Elixir's distributed computing strengths for ML tasks Starting ML projects with existing data considerations Synthetic data generation using large language models Exploring DSLs to streamline AI-powered business logic Balancing custom frameworks and service-based approaches in production Pragmatic advice for getting started with ML in Elixir Links mentioned: https://hexdocs.pm/nx/intro-to-nx.html https://pragprog.com/titles/smelixir/machine-learning-in-elixir/ https://magic.dev/ https://smartlogic.io/podcast/elixir-wizards/s10-e10-sean-moriarity-machine-learning-elixir/ Pragmatic Bookshelf: https://pragprog.com/ ONNX Runtime Bindings for Elixir: https://github.com/elixir-nx/ortex https://github.com/elixir-nx/bumblebee Silero Voice Activity Detector: https://github.com/snakers4/silero-vad Paulo Valente Graph Splitting Article: https://dockyard.com/blog/2024/11/06/2024/nx-sharding-update-part-1 Thomas Millar's Twitter https://x.com/thmsmlr https://github.com/thmsmlr/instructorex https://phoenix.new/ https://tidewave.ai/ https://en.wikipedia.org/wiki/BERT(language_model) Talk: PyTorch: Fast Differentiable Dynamic Graphs in Python (https://www.youtube.com/watch?v=am895oU6mmY) by Soumith Chintala https://hexdocs.pm/axon/Axon.html https://hexdocs.pm/exla/EXLA.html VLM (Vision Language Models Explained): https://huggingface.co/blog/vlms https://github.com/ggml-org/llama.cpp Vector Search in Elixir: https://github.com/elixir-nx/hnswlib https://www.amplified.ai/ Llama 4 https://mistral.ai/ Mistral Open-Source LLMs: https://mistral.ai/ https://github.com/openai/whisper Elixir Wizards Season 5: Adopting Elixir https://smartlogic.io/podcast/elixir-wizards/season-five https://docs.ray.io/en/latest/ray-overview/index.html https://hexdocs.pm/flame/FLAME.html https://firecracker-microvm.github.io/ https://fly.io/ https://kubernetes.io/ WireGuard VPNs https://www.wireguard.com/ https://hexdocs.pm/phoenixpubsub/Phoenix.PubSub.html https://www.manning.com/books/deep-learning-with-python Code BEAM 2025 Keynote: Designing LLM Native Systems - Sean Moriarity Ash Framework https://ash-hq.org/ Sean's Twitter: https://x.com/seanmoriarity Sean's Personal Blog: https://seanmoriarity.com/ Erlang Ecosystems Foundation Slack: https://erlef.org/slack-invite/erlef Elixir Forum https://elixirforum.com/ Sean's LinkedIn: https://www.linkedin.com/in/sean-m-ba231a149/ Special Guest: Sean Moriarity.

Are you using Polars for your data science work? Maybe you've been sticking with the tried-and-true Pandas? There are many benefits to Polars directly of course. But you might not be aware of all the excellent tools and libraries that make Polars even better. Examples include Patito which combines Pydantic and Polars for data validation and polars_encryption which adds AES encryption to selected columns. We have Christopher Trudeau back on Talk Python To Me to tell us about his list of excellent libraries to power up your Polars game and we also talk a bit about his new Polars course. Episode sponsors Agntcy Sentry Error Monitoring, Code TALKPYTHON Talk Python Courses Links from the show New Theme Song (Full-Length Download and backstory): talkpython.fm/blog Polars for Power Users Course: training.talkpython.fm Awesome Polars: github.com Polars Visualization with Plotly: docs.pola.rs Dataframely: github.com Patito: github.com polars_iptools: github.com polars-fuzzy-match: github.com Nucleo Fuzzy Matcher: github.com polars-strsim: github.com polars_encryption: github.com polars-xdt: github.com polars_ols: github.com Least Mean Squares Filter in Signal Processing: www.geeksforgeeks.org polars-pairing: github.com Pairing Function: en.wikipedia.org polars_list_utils: github.com Harley Schema Helpers: tomburdge.github.io Marimo Reactive Notebooks Episode: talkpython.fm Marimo: marimo.io Ahoy Narwhals Podcast Episode Links: talkpython.fm Watch this episode on YouTube: youtube.com Episode #510 deep-dive: talkpython.fm/510 Episode transcripts: talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube: youtube.com Talk Python on Bluesky: @talkpython.fm at bsky.app Talk Python on Mastodon: talkpython Michael on Bluesky: @mkennedy.codes at bsky.app Michael on Mastodon: mkennedy

Topics covered in this episode: * Free-threaded Python no longer “experimental” as of Python 3.14* typed-ffmpeg pyleak * Optimizing Test Execution: Running live_server Tests Last with pytest* Extras Joke Watch on YouTube About the show Sponsored by PropelAuth: pythonbytes.fm/propelauth66 Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: Free-threaded Python no longer “experimental” as of Python 3.14 “PEP 779 ("Criteria for supported status for free-threaded Python") has been accepted, which means free-threaded Python is now a supported build!” - Hugo van Kemenade PEP 779 – Criteria for supported status for free-threaded Python As noted in the discussion of PEP 779, “The Steering Council (SC) approves PEP 779, with the effect of removing the “experimental” tag from the free-threaded build of Python 3.14.” We are in Phase II then. “We are confident that the project is on the right path, and we appreciate the continued dedication from everyone working to make free-threading ready for broader adoption across the Python community.” “Keep in mind that any decision to transition to Phase III, with free-threading as the default or sole build of Python is still undecided, and dependent on many factors both within CPython itself and the community. We leave that decision for the future.” How long will all this take? According to Thomas Wouters, a few years, at least: “In other words: it'll be a few years at least. It can't happen before 3.16 (because we won't have Stable ABI support until 15) and may well take longer.” Michael #2: typed-ffmpeg typed-ffmpeg offers a modern, Pythonic interface to FFmpeg, providing extensive support for complex filters with detailed typing and documentation. Inspired by ffmpeg-python, this package enhances functionality by addressing common limitations, such as lack of IDE integration and comprehensive typing, while also introducing new features like JSON serialization of filter graphs and automatic FFmpeg validation. Features : Zero Dependencies: Built purely with the Python standard library, ensuring maximum compatibility and security. User-Friendly: Simplifies the construction of filter graphs with an intuitive Pythonic interface. Comprehensive FFmpeg Filter Support: Out-of-the-box support for most FFmpeg filters, with IDE auto-completion. Integrated Documentation: In-line docstrings provide immediate reference for filter usage, reducing the need to consult external documentation. Robust Typing: Offers static and dynamic type checking, enhancing code reliability and development experience. Filter Graph Serialization: Enables saving and reloading of filter graphs in JSON format for ease of use and repeatability. Graph Visualization: Leverages graphviz for visual representation, aiding in understanding and debugging. Validation and Auto-correction: Assists in identifying and fixing errors within filter graphs. Input and Output Options Support: Provide a more comprehensive interface for input and output options, including support for additional codecs and formats. Partial Evaluation: Enhance the flexibility of filter graphs by enabling partial evaluation, allowing for modular construction and reuse. Media File Analysis: Built-in support for analyzing media files using FFmpeg's ffprobe utility, providing detailed metadata extraction with both dictionary and dataclass interfaces. Michael #3: pyleak Detect leaked asyncio tasks, threads, and event loop blocking with stack trace in Python. Inspired by goleak. Use as context managers or function dectorators When using no_task_leaks, you get detailed stack trace information showing exactly where leaked tasks are executing and where they were created. Even has great examples and a pytest plugin. Brian #4: Optimizing Test Execution: Running live_server Tests Last with pytest Tim Kamanin “When working with Django applications, it's common to have a mix of fast unit tests and slower end-to-end (E2E) tests that use pytest's live_server fixture and browser automation tools like Playwright or Selenium. ” Tim is running E2E tests last for Faster feedback from quick tests To not tie up resources early in the test suite. He did this with custom “e2e” marker Implementing a pytest_collection_modifyitems hook function to look for tests using the live_server fixture, and for them automatically add the e2e marker to those tests move those tests to the end The reason for the marker is to be able to Just run e2e tests with -m e2e Avoid running them sometimes with -m "not e2e" Cool small writeup. The technique works for any system that has some tests that are slower or resource bound based on a particular fixture or set of fixtures. Extras Brian: Is Free-Threading Our Only Option? - Interesting discussion started by Eric Snow and recommended by John Hagen Free-threaded Python on GitHub Actions - How to add FT tests to your projects, by Hugo van Kemenade Michael: New course! LLM Building Blocks in Python Talk Python Deep Dives Complete: 600K Words of Talk Python Insights .folders on Linux Write up on XDG for Python devs. They keep pulling me back - ChatGPT Pro with o3-pro Python Bytes is the #1 Python news podcast and #17 of all tech news podcasts. Python 3.13.4, 3.12.11, 3.11.13, 3.10.18 and 3.9.23 are now available Python 3.13.5 is now available! Joke: Naming is hard

Tyler Simmons is the founder and CEO of Elevate Sports, the company behind BucketGolf, a portable par-3 game that transforms backyard spaces into playable courses and brings a competitive twist to casual golf. Elevate Sports designs products that blend athletic training and outdoor entertainment, helping families connect and athletes sharpen their skills through hands-on play.Before launching Elevate Sports, Tyler was a Division I college athlete and worked at a lacrosse equipment company. With no prior experience in product development or ecommerce, he started by building a lacrosse training aid from scratch. That early prototype sparked a journey into consumer products, culminating in the launch of BucketGolf, a category-defining game that hit $1 million in revenue before Tyler hired his first full-time employee.Whether turning a homemade backyard game into a seven-figure business or figuring out paid media strategy through trial and error, Tyler brings a scrappy, product-first lens to brand building. He shares insights on launching without a playbook, designing products that go viral on video, and bootstrapping high-growth businesses without outside capital. His story is proof that you don't need a perfect plan, you just need to start.In This Conversation We Discuss:[00:37] Intro[00:53] Launching products that bring people together[01:46] Validating demand with zero research[03:53] Making mistakes instead of waiting[05:47] Building momentum before it's perfect[06:44] Choosing action over endless planning[08:09] Learning to sell before scaling up[12:05] Electric Eye, Social Snowball, Portless, Reach & Zamp[18:27] Learning paid media through trial and error[20:21] Boosting what already works organically[21:30] Standing out in a saturated market[25:27] Pushing through constant setbacksResources:Subscribe to Honest Ecommerce on YoutubeElevate Sports for Lacrosse Training Gear elevatesportsequipment.com/The Ultimate Backyard Golf Game bucketgolfgame.com/Follow Tyler Simmons linkedin.com/in/tyler-simmons-771b5718aSchedule an intro call with one of our experts electriceye.io/connectDrive revenue through affiliates & referrals socialsnowball.io/honestRevolutionize your inventory and fulfillment process portless.com/Level up your global sales withreach.com/honest  Fully managed sales tax solution for Ecommerce brands zamp.com/honestIf you're enjoying the show, we'd love it if you left Honest Ecommerce a review on Apple Podcasts. It makes a huge impact on the success of the podcast, and we love reading every one of your reviews!

Ryan Carniato, creator of SolidJS, joins the podcast to reflect on a decade of developing the framework. We dive into the evolution of frontend tooling, the rise of fine-grained reactivity, and why SolidJS continues to challenge virtual DOM conventions. Ryan also shares insights on open source maintenance, web standards, and the future of UI architecture. Links YouTube: https://www.youtube.com/@ryansolid X: https://x.com/ryancarniato Dev.to: https://dev.to/ryansolid SolidJS Website: https://www.solidjs.com Resources A Decade of SolidJS: https://dev.to/this-is-learning/a-decade-of-solidjs-32f4 We want to hear from you! How did you find us? Did you see us on Twitter? In a newsletter? Or maybe we were recommended by a friend? Let us know by sending an email to our producer, Em, at emily.kochanek@logrocket.com (mailto:emily.kochanek@logrocket.com), or tweet at us at PodRocketPod (https://twitter.com/PodRocketpod). Follow us. Get free stickers. Follow us on Apple Podcasts, fill out this form (https://podrocket.logrocket.com/get-podrocket-stickers), and we'll send you free PodRocket stickers! What does LogRocket do? LogRocket provides AI-first session replay and analytics that surfaces the UX and technical issues impacting user experiences. Start understanding where your users are struggling by trying it for free at LogRocket.com. Try LogRocket for free today. (https://logrocket.com/signup/?pdr) Special Guest: Ryan Carniato.

Tim Wilson is the Head of Solutions at facts & feelings, a consultancy focused on helping organizations put their data to productive use through clear thinking, aligned teams, and actionable insights. A seasoned analytics leader, Tim brings over two decades of experience across enterprise BI, agency strategy, and digital analytics to help brands translate complexity into clarity.Before co-founding facts & feelings, Tim led analytics practices at multiple agencies, advised Fortune 500 companies on digital data strategy, and built out BI infrastructure at a $500M B2B tech firm. He's also the co-author of Analytics the Right Way: A Business Leader's Guide to Putting Data to Productive Use and co-host of the long-running Analytics Power Hour podcast.Whether clarifying what “success” really looks like before a new feature launch or helping teams choose the right level of analytical rigor for a given decision, Tim focuses on making data work for the business, not the other way around. He offers a practical framework for leaders overwhelmed by dashboards, and a philosophy for analysts who want to be more than just report generators.In This Conversation We Discuss: [00:39] Intro[01:15] Shifting from in-house roles to agency work[02:16] Highlighting the cost of overbuilding tech stacks[04:36] Pushing back on data-only decision making[07:13] Avoiding narrow ad metrics that mislead growth[10:08] Using AI to scale low-effort interactions smartly[12:38] Translating ideas into testable hypotheses[19:02] Differentiating high-credibility opinions in UX[20:00] Using split tests to validate costly changes[21:14] Skipping tests for clear conversion blockers[23:32] Filtering user recordings for CRO opportunities[26:13] Using logic when data can't prove causality[29:39] Measuring what actually matters in performanceResources:Subscribe to Honest Ecommerce on YoutubeIntelligent business consultancy obsessed with less and better factsandfeelings.io/Data and analytics podcast analyticshour.io/Follow Tim Wilson linkedin.com/in/tgwilsonIf you're enjoying the show, we'd love it if you left Honest Ecommerce a review on Apple Podcasts. It makes a huge impact on the success of the podcast, and we love reading every one of your reviews!

If you're looking to leverage the insane power of modern GPUs for data science and ML, you might think you'll need to use some low-level programming language such as C++. But the folks over at NVIDIA have been hard at work building Python SDKs which provide nearly native level of performance when doing Pythonic GPU programming. Bryce Adelstein Lelbach is here to tell us about programming your GPU in pure Python. Episode sponsors Posit Agntcy Talk Python Courses Links from the show Bryce Adelstein Lelbach on Twitter: @blelbach Episode Deep Dive write up: talkpython.fm/blog NVIDIA CUDA Python API: github.com Numba (JIT Compiler for Python): numba.pydata.org Applied Data Science Podcast: adspthepodcast.com NVIDIA Accelerated Computing Hub: github.com NVIDIA CUDA Python Math API Documentation: docs.nvidia.com CUDA Cooperative Groups (CCCL): nvidia.github.io Numba CUDA User Guide: nvidia.github.io CUDA Python Core API: nvidia.github.io Numba (JIT Compiler for Python): numba.pydata.org NVIDIA's First Desktop AI PC ($3,000): arstechnica.com Google Colab: colab.research.google.com Compiler Explorer (“Godbolt”): godbolt.org CuPy: github.com RAPIDS User Guide: docs.rapids.ai Watch this episode on YouTube: youtube.com Episode #509 deep-dive: talkpython.fm/509 Episode transcripts: talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube: youtube.com Talk Python on Bluesky: @talkpython.fm at bsky.app Talk Python on Mastodon: talkpython Michael on Bluesky: @mkennedy.codes at bsky.app Michael on Mastodon: mkennedy

One of the more difficult things junior developers seem to struggle with is knowing what portfolio projects to build to be marketable and competitive in the job search. I went over a variety of types of projects and how much they help you stand out among your competition.Not only that, but I went over the pros and cons of each, misconceptions of what is common but ineffective advice given around these projects, and how to be effective at making the more marketable options even more impressive.If you're wondering what types of projects to build for your portfolio to stand out, this one's for you.Digital Disruption with Geoff Nielson Discover how technology is reshaping our lives and livelihoods.Listen on: Apple Podcasts Spotify---------------------------------------------------

Topics covered in this episode: platformdirs poethepoet - “Poe the Poet is a batteries included task runner that works well with poetry or with uv.” Python Pandas Ditches NumPy for Speedier PyArrow pointblank: Data validation made beautiful and powerful Extras Joke Watch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python Training The Complete pytest Course Patreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: platformdirs A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". Why the community moved on from appdirs to platformdirs At AppDirs: Note: This project has been officially deprecated. You may want to check out pypi.org/project/platformdirs/ which is a more active fork of appdirs. Thanks to everyone who has used appdirs. Shout out to ActiveState for the time they gave their employees to work on this over the years. Better than AppDirs: Works today, works tomorrow – new Python releases sometimes change low-level APIs (win32com, pathlib, Apple sandbox rules). platformdirs tracks those changes so your code keeps running. First-class typing – no more types-appdirs stubs; editors autocomplete paths as Path objects. Richer directory set – if you need a user's Downloads folder or a per-session runtime dir, there's a helper for it. Cleaner internals – rewritten to use pathlib, caching, and extensive test coverage; all platforms are exercised in CI. Community stewardship – the project lives in the PyPA orbit and gets security/compatibility patches quickly. Brian #2: poethepoet - “Poe the Poet is a batteries included task runner that works well with poetry or with uv.” from Bob Belderbos Tasks are easy to define and are defined in pyproject.toml Michael #3: Python Pandas Ditches NumPy for Speedier PyArrow Pandas 3.0 will significantly boost performance by replacing NumPy with PyArrow as its default engine, enabling faster loading and reading of columnar data. Recently talked with Reuven Lerner about this on Talk Python too. In the next version, v3.0, PyArrow will be a required dependency, with pyarrow.string being the default type inferred for string data. PyArrow is 10 times faster. PyArrow offers columnar storage, which eliminates all that computational back and forth that comes with NumPy. PyArrow paves the way for running Pandas, by default, on Copy on Write mode, which improves memory and performance usage. Brian #4: pointblank: Data validation made beautiful and powerful “With its … chainable API, you can … validate your data against comprehensive quality checks …” Extras Brian: Ruff rules Ruff users, what rules are using and what are you ignoring? Python 3.14.0b2 - did we already cover this? Transferring your Mastodon account to another server, in case anyone was thinking about doing that I'm trying out Fathom Analytics for privacy friendly analytics Michael: Polars for Power Users: Transform Your Data Analysis Game Course Joke: Does your dog bite?

Samantha Rose is the founder of Endless Commerce, a commerce enablement platform designed to help multi-channel consumer brands scale more efficiently through better infrastructure. A multi-exit founder and investor, Samantha brings deep operational experience across design, technology, and logistics to build systems that support sustainable, scalable growth.Before launching Endless Commerce, Samantha built and exited several consumer ventures, including GIR, an acclaimed kitchenware brand acquired in 2021, and Mvnifest, a full-stack operations and 3PL partner acquired in 2024. Alongside running Endless Commerce, she leads Hologram Capital, where she specializes in turning around distressed consumer brands with strong fundamentals but structural challenges.Whether rebuilding underperforming brands or designing the tech stack she wished existed, Samantha focuses on enabling commerce teams to grow beyond DTC into wholesale, retail, and omnichannel with confidence. She offers a playbook for founders who want to scale without losing operational grip, and a framework for tech partners who want to plug into brands at pivotal moments of inflection.In This Conversation We Discuss:[00:42] Intro[00:59] Building software from firsthand founder struggle[01:45] Solving problems with curiosity and play[03:13] Validating ideas with zero market research[06:42] Executing better instead of chasing new ideas[07:45] Turning demand into a real business plan[09:26] Developing software to solve real-life habits[10:24] Electric Eye, Social Snowball, Portless, Reach & Zamp[16:46] Differentiating in a commodity-driven market[17:23] Building with no modern Ecommerce tools[19:11] Navigating growth without today's tech stack[19:45] Going omnichannel to build retail resilience[23:31] Boosting perceived value with smart bundles[24:12] Shifting from operator to tech builder post-exit[25:31] Reinvesting in brands that need a second life[27:30] Building features from real-world friction[29:28] Avoiding early over-specialization in teams[33:47] Explaining the rebundling era of commerce stacksResources:Subscribe to Honest Ecommerce on YoutubeModular, AI-powered commerceOS endlesscommerce.com/Follow Samantha Rose samantharose.co/  Schedule an intro call with one of our experts electriceye.io/connectDrive revenue through affiliates & referrals socialsnowball.io/honestRevolutionize your inventory and fulfillment process portless.com/Level up your global sales withreach.com/honest  Fully managed sales tax solution for Ecommerce brands zamp.com/honestIf you're enjoying the show, we'd love it if you left Honest Ecommerce a review on Apple Podcasts. It makes a huge impact on the success of the podcast, and we love reading every one of your reviews!

If you've heard the phrase "Automate the boring things" for Python, this episode starts with that idea and takes it to another level. We have Glyph back on the podcast to talk about "Programming YOUR computer with Python." We dive into a bunch of tools and frameworks and especially spend some time on integrating with existing platform APIs (e.g. macOS's BrowserKit and Window's COM APIs) to build desktop apps in Python that make you happier and more productive. Let's dive in! Episode sponsors Posit Agntcy Talk Python Courses Links from the show Glyph on Mastodon: @glyph@mastodon.social Glyph on GitHub: github.com/glyph Glyph's Conference Talk: LceLUPdIzRs: youtube.com Notify Py: ms7m.github.io Rumps: github.com QuickMacHotkey: pypi.org QuickMacApp: pypi.org LM Studio: lmstudio.ai Coolify: coolify.io PyWin32: pypi.org WinRT: pypi.org PyObjC: pypi.org PyObjC Documentation: pyobjc.readthedocs.io Watch this episode on YouTube: youtube.com Episode transcripts: talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube: youtube.com Talk Python on Bluesky: @talkpython.fm at bsky.app Talk Python on Mastodon: talkpython Michael on Bluesky: @mkennedy.codes at bsky.app Michael on Mastodon: mkennedy

Jack Herrington, podcaster, software engineer, writer and YouTuber, joins the pod to uncover the truth behind server functions and why they don't actually exist in the web platform. We dive into the magic behind frameworks like Next.js, TanStack Start, and Remix, breaking down how server functions work, what they simplify, what they hide, and what developers need to know to build smarter, faster, and more secure web apps. Links YouTube: https://www.youtube.com/@jherr Twitter: https://x.com/jherr Github: https://github.com/jherr ProNextJS: https://www.pronextjs.dev Discord: https://discord.com/invite/KRVwpJUG6p LinkedIn: https://www.linkedin.com/in/jherr Website: https://jackherrington.com Resources Server Functions Don't Exist (It Matters) (https://www.youtube.com/watch?v=FPJvlhee04E) We want to hear from you! How did you find us? Did you see us on Twitter? In a newsletter? Or maybe we were recommended by a friend? Let us know by sending an email to our producer, Em, at emily.kochanek@logrocket.com (mailto:emily.kochanek@logrocket.com), or tweet at us at PodRocketPod (https://twitter.com/PodRocketpod). Follow us. Get free stickers. Follow us on Apple Podcasts, fill out this form (https://podrocket.logrocket.com/get-podrocket-stickers), and we'll send you free PodRocket stickers! What does LogRocket do? LogRocket provides AI-first session replay and analytics that surfaces the UX and technical issues impacting user experiences. Start understanding where your users are struggling by trying it for free at LogRocket.com. Try LogRocket for free today. (https://logrocket.com/signup/?pdr) Special Guest: Jack Herrington.

In this episode, SE Radio host Sriram Panyam explores HTMX with its creator, Carson Gross, who is also creator of Hyperscript, the mind behind the Grug Brained Developer, a professor of software engineering at Montana State University, and co-author of Hypermedia Systems. HTMX is a modern JavaScript library that allows developers to access AJAX, WebSockets, CSS Transitions, and Server-Sent Events directly in HTML using attributes. It represents a return to hypermedia-driven application architecture while supporting modern user experiences. The episode starts with a look at the current complexity in web development and how HTMX offers an alternative approach. Carson explains the core philosophy of "HTML as the interface" and how hypermedia principles influenced HTMX's design. From there, they dive into HTMX's technical concepts, including its attribute system, server-side integration, event handling, and state management approach. Carson shares some real-world implementation strategies, including migration paths from JavaScript frameworks, architectural patterns, and performance considerations -- as well as a few scenarios in which HTMX might not be the best fit. Finally, they look at the growing HTMX ecosystem, community contributions, and future development roadmap. Throughout the episode, Carson provides concrete examples and case studies of HTMX in production environments. Brought to you by IEEE Computer Society and IEEE Software magazine.

If you want to leverage the power of LLMs in your Python apps, you would be wise to consider an agentic framework. Agentic empowers the LLMs to use tools and take further action based on what it has learned at that point. And frameworks provide all the necessary building blocks to weave these into your apps with features like long-term memory and durable resumability. I'm excited to have Sydney Runkle back on the podcast to dive into building Python apps with LangChain and LangGraph. Episode sponsors Posit Auth0 Talk Python Courses Links from the show Sydney Runkle: linkedin.com LangGraph: github.com LangChain: langchain.com LangGraph Studio: github.com LangGraph (Web): langchain.com LangGraph Tutorials Introduction: langchain-ai.github.io How to Think About Agent Frameworks: blog.langchain.dev Human in the Loop Concept: langchain-ai.github.io GPT-4 Prompting Guide: cookbook.openai.com Watch this episode on YouTube: youtube.com Episode transcripts: talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube: youtube.com Talk Python on Bluesky: @talkpython.fm at bsky.app Talk Python on Mastodon: talkpython Michael on Bluesky: @mkennedy.codes at bsky.app Michael on Mastodon: mkennedy

Topics covered in this episode: Making PyPI's test suite 81% faster People aren't talking enough about how most of OpenAI's tech stack runs on Python PyCon Talks on YouTube Optimizing Python Import Performance Extras Joke Watch on YouTube About the show Sponsored by Digital Ocean: pythonbytes.fm/digitalocean-gen-ai Use code DO4BYTES and get $200 in free credit Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: Making PyPI's test suite 81% faster Alexis Challande The PyPI backend is a project called Warehouse It's tested with pytest, and it's a large project, thousands of tests. Steps for speedup Parallelizing test execution with pytest-xdist 67% time reduction --numprocesses=auto allows for using all cores DB isolation - cool example of how to config postgress to give each test worker it's on db They used pytest-sugar to help with visualization, as xdist defaults to quite terse output Use Python 3.12's sys.monitoring to speed up coverage instrumentation 53% time reduction Nice example of using COVERAGE_CORE=sysmon Optimize test discovery Always use testpaths Sped up collection time. 66% reduction (collection was 10% of time) Not a huge savings, but it's 1 line of config Eliminate unnecessary imports Use python -X importtime Examine dependencies not used in testing. Their example: ddtrace A tool they use in production, but it also has a couple pytest plugins included Those plugins caused ddtrace to get imported Using -p:no ddtrace turns off the plugin bits Notes from Brian: I often get questions about if pytest is useful for large projects. Short answer: Yes! Longer answer: But you'll probably want to speed it up I need to extend this article with a general purpose “speeding up pytest” post or series. -p:no can also be used to turn off any plugin, even builtin ones. Examples include nice to have developer focused pytest plugins that may not be necessary in CI CI reporting plugins that aren't needed by devs running tests locally Michael #2: People aren't talking enough about how most of OpenAI's tech stack runs on Python Original article: Building, launching, and scaling ChatGPT Images Tech stack: The technology choices behind the product are surprisingly simple; dare I say, pragmatic! Python: most of the product's code is written in this language. FastAPI: the Python framework used for building APIs quickly, using standard Python type hints. As the name suggests, FastAPI's strength is that it takes less effort to create functional, production-ready APIs to be consumed by other services. C: for parts of the code that need to be highly optimized, the team uses the lower-level C programming language Temporal: used for asynchronous workflows and operations inside OpenAI. Temporal is a neat workflow solution that makes multi-step workflows reliable even when individual steps crash, without much effort by developers. It's particularly useful for longer-running workflows like image generation at scale Michael #3: PyCon Talks on YouTube Some talks that jumped out to me: Keynote by Cory Doctorow 503 days working full-time on FOSS: lessons learned Going From Notebooks to Scalable Systems And my Talk Python conversation around it. (edited episode pending) Unlearning SQL The Most Bizarre Software Bugs in History The PyArrow revolution in Pandas And my Talk Python episode about it. What they don't tell you about building a JIT compiler for CPython And my Talk Python conversation around it (edited episode pending) Design Pressure: The Invisible Hand That Shapes Your Code Marimo: A Notebook that "Compiles" Python for Reproducibility and Reusability And my Talk Python episode about it. GPU Programming in Pure Python And my Talk Python conversation around it (edited episode pending) Scaling the Mountain: A Framework for Tackling Large-Scale Tech Debt Brian #4: Optimizing Python Import Performance Mostly pay attention to #'s 1-3 This is related to speeding up a test suite, speeding up necessary imports. Finding what's slow Use python -X importtime

James is coding several apps a month and Frank is coding inside the Apple Vision Pro... what could go wrong. Follow Us Frank: Twitter, Blog, GitHub James: Twitter, Blog, GitHub Merge Conflict: Twitter, Facebook, Website, Chat on Discord Music : Amethyst Seer - Citrine by Adventureface ⭐⭐ Review Us (https://itunes.apple.com/us/podcast/merge-conflict/id1133064277?mt=2&ls=1) ⭐⭐ Machine transcription available on http://mergeconflict.fm

Derrick Emsley is the co-founder and CEO of Tentree, a purpose-driven lifestyle apparel brand that plants ten trees for every product sold. With a background in environmental stewardship, carbon markets, and sustainable business strategy, Derrick leads Tentree's mission to make regeneration scalable through consumer action.Since launching Tentree in 2012, Derrick has grown the brand into a category leader in sustainable apparel, helping plant nearly 100 million trees worldwide. Without relying heavily on paid media, his scaled impact through values-aligned partnerships, product storytelling, and community-powered growth. In 2021, he co-founded Veritree, a technology platform built to verify, monitor, and audit global reforestation with end-to-end transparency.Grounded in climate impact and systems thinking, Derrick focuses on building businesses that convert everyday consumption into measurable environmental good. Whether guiding Tentree's brand vision or driving tech innovation with Veritree, he offers a blueprint for founders' scaling mission with integrity, traceability, and long-term environmental ROI.In This Conversation We Discuss:[00:48] Intro[00:58] Naming the brand after the mission itself[01:55] Pivoting purpose into a consumer brand[03:54] Partnering with retailers to gain early traction[05:49] Running mission ops while scaling the brand[06:22] Building tech to verify real-world impact[08:22] Responding to unexpected product demand[10:10] Connecting funders to verified outcomes[11:35] Embedding impact to boost DTC performance[12:53] Electric Eye, Social Snowball, Portless, Reach & Zamp[20:15] Building a global supply chain from scratch[23:21] Balancing co-founder strengths from day one[24:10] Creating decision fatigue with too much choice[27:33] Leveraging impact as a growth advantageResources:Subscribe to Honest Ecommerce on YoutubeEarth-First, sustainably made apparel that plant trees tentree.com/Verified reforestation projects for your business veritree.com/tree-plantingFollow Derrick Emsley linkedin.com/in/derrickemsleySchedule an intro call with one of our experts electriceye.io/connectDrive revenue through affiliates & referrals socialsnowball.io/honestRevolutionize your inventory and fulfillment process portless.com/Level up your global sales withreach.com/honest  Fully managed sales tax solution for Ecommerce brands zamp.com/honestIf you're enjoying the show, we'd love it if you left Honest Ecommerce a review on Apple Podcasts. It makes a huge impact on the success of the podcast, and we love reading every one of your reviews!

We're joined by Andreas Møller, Co-founder of Nordcraft — the team behind Nordcraft Engine, a powerful new platform designed to give web developers what gaming developers have had for years. Andreas shares what inspired them to build Nordcraft Engine, why they believe the web is overdue for a shift in how we approach designing and building for the web, ee explore how the platform works, how you can get started, and what's next for Nordcraft.

In this repeat episode, Chris Coyier, co-founder of CodePen, talks about the evolving landscape of HTML heading into 2025. He delves into topics like the slow evolution of HTML compared to CSS and JavaScript, the importance of backwards compatibility, new HTML elements and pseudo-elements, and the potential of declarative shadow DOM for server-side rendering in web components. Links Website: https://chriscoyier.net Codepen: https://codepen.io/chriscoyier Frontend Social: https://front-end.social/@chriscoyier Github: https://github.com/chriscoyier Threads: https://www.threads.net/@chriscoyier Bluesky: https://bsky.app/profile/chriscoyier.net We want to hear from you! How did you find us? Did you see us on Twitter? In a newsletter? Or maybe we were recommended by a friend? Let us know by sending an email to our producer, Em, at emily.kochanek@logrocket.com (mailto:emily.kochanek@logrocket.com), or tweet at us at PodRocketPod (https://twitter.com/PodRocketpod). Follow us. Get free stickers. Follow us on Apple Podcasts, fill out this form (https://podrocket.logrocket.com/get-podrocket-stickers), and we'll send you free PodRocket stickers! What does LogRocket do? LogRocket provides AI-first session replay and analytics that surfaces the UX and technical issues impacting user experiences. Start understanding where your users are struggling by trying it for free at LogRocket.com. Try LogRocket for free today. (https://logrocket.com/signup/?pdr) Special Guest: Chris Coyier.

Topics covered in this episode: git-flight-rules Uravelling t-strings neohtop Introducing Pyrefly: A new type checker and IDE experience for Python Extras Joke Watch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python Training The Complete pytest Course Patreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: git-flight-rules What are "flight rules"? A guide for astronauts (now, programmers using Git) about what to do when things go wrong. Flight Rules are the hard-earned body of knowledge recorded in manuals that list, step-by-step, what to do if X occurs, and why. Essentially, they are extremely detailed, scenario-specific standard operating procedures. [...] NASA has been capturing our missteps, disasters and solutions since the early 1960s, when Mercury-era ground teams first started gathering "lessons learned" into a compendium that now lists thousands of problematic situations, from engine failure to busted hatch handles to computer glitches, and their solutions. Steps for common operations and actions I want to start a local repository What did I just commit? I want to discard specific unstaged changes Restore a deleted file Brian #2: Uravelling t-strings Brett Cannon Article walks through Evaluating the Python expression Applying specified conversions Applying format specs Using an Interpolation class to hold details of replacement fields Using Template class to hold parsed data Plus, you don't have to have Python 3.14.0b1 to try this out. The end result is very close to an example used in PEP 750, which you do need 3.14.0b1 to try out. See also: I've written a pytest version, Unravelling t-strings with pytest, if you want to run all the examples with one file. Michael #3: neohtop Blazing-fast system monitoring for your desktop Features Real-time process monitoring CPU and Memory usage tracking Beautiful, modern UI with dark/light themes Advanced process search and filtering Pin important processes Process management (kill processes) Sort by any column Auto-refresh system stats Brian #4: Introducing Pyrefly: A new type checker and IDE experience for Python From Facebook / Meta Another Python type checker written in Rust Built with IDE integration in mind from the beginning Principles Performance IDE first Inference (inferring types in untyped code) Open source I mistakenly tried this on the project I support with the most horrible abuses of the dynamic nature of Python, pytest-check. It didn't go well. But perhaps the project is ready for some refactoring. I'd like to try it soon on a more well behaved project. Extras Brian: Python: The Documentary Official Trailer Tim Hopper added Setting up testing with ptyest and uv to his “Python Developer Tooling Handbook” For a more thorough intro on pytest, check out courses.pythontest.com pocket is closing, I'm switching to Raindrop I got one question about code formatting. It's not highlighted, but otherwise not bad. Michael: New course! Polars for Power Users: Transform Your Data Analysis Game Apache Airflow 3.0 Released Paste 5 Joke: Theodore Roosevelt's Man in the Arena, but for programming

The folks over at Astral have made some big-time impacts in the Python space with uv and ruff. They are back with another amazing project named ty. You may have known it as Red-Knot. But it's coming up on release time for the first version and with the release it comes with a new official name: ty. We have Charlie Marsh and Carl Meyer on the show to tell us all about this new project. Episode sponsors Posit Auth0 Talk Python Courses Links from the show Talk Python's Rock Solid Python: Type Hints & Modern Tools (Pydantic, FastAPI, and More) Course: training.talkpython.fm Charlie Marsh on Twitter: @charliermarsh Charlie Marsh on Mastodon: @charliermarsh Carl Meyer: @carljm ty on Github: github.com/astral-sh/ty A Very Early Play with Astral's Red Knot Static Type Checker: app.daily.dev Will Red Knot be a drop-in replacement for mypy or pyright?: github.com Hacker News Announcement: news.ycombinator.com Early Explorations of Astral's Red Knot Type Checker: pydevtools.com Astral's Blog: astral.sh Rust Analyzer Salsa Docs: docs.rs Ruff Open Issues (label: red-knot): github.com Ruff Types: types.ruff.rs Ruff Docs (Astral): docs.astral.sh uv Repository: github.com Watch this episode on YouTube: youtube.com Episode transcripts: talkpython.fm --- Stay in touch with us --- Subscribe to Talk Python on YouTube: youtube.com Talk Python on Bluesky: @talkpython.fm at bsky.app Talk Python on Mastodon: talkpython Michael on Bluesky: @mkennedy.codes at bsky.app Michael on Mastodon: mkennedy