R Weekly Highlights

Eric Nantz

The R Weekly podcast offers a quick description of the latest highlighted stories and other stories from the latest R Weekly issue, as curated by the R Weekly team and R community.

  1. 3 hr ago

    Issue 2026-W32 Highlights

    Orchestrating multiple package quality checking frameworks all within a single R package, and how learning in the world of AI has fundamentally shifted once you get over that initial hump (inspired by a quick quote from one of your hosts).  Episode Links  This week's curator: Batool Almarzouq - @batoolmm.bsky.social (Bluesky) & @batool664 (X/Twitter)rsonar: The R equivalent of SonarQube - centralizes code quality analysis into a single interactive reportCognitive Courage: The Real Bottleneck to Learning AI Tools - Learning a new AI workflow no longer means studying it first. The platform you work in is the platform you learn in, and the only thing between you and your first skill is the nerve to say ‘I don’t know – show me.’Entire issue available at rweekly.org/2026-W32 Supplement Resources {rsonar} documentation https://ddotta.github.io/rsonar/{rsonar} examples repository https://github.com/ddotta/rsonar-examples{rsonar} presentation (French) https://ddotta.github.io/rsonar_presentation/#/title-slideR Weekly Highlights episode 232 https://serve.podhome.fm/episodepage/r-weekly-highlights/232 Supporting the show Use the contact page at https://serve.podhome.fm/custompage/r-weekly-highlights/contact to send us your feedbackR-Weekly Highlights on the Podcastindex.org - You can send a boost into the show directly in the Podcast Index. First, top-up with Alby, and then head over to the R-Weekly Highlights podcast entry on the index.A new way to think about value: https://value4value.infoGet in touch with us on social mediaEric Nantz: @rpodcast@podcastindex.social (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @mike_thomas@fosstodon.org (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter)  Music credits powered by OCRemix Lost in a Nightmare - Castlevania: Symphony of the Night - Palpable - https://ocremix.org/remix/OCR03001

  2. 31 Jul

    Issue 2026-W31 Highlights

    The value of community and sustainability in full view at UserR 2026, a new tool ready to equip reproducibility and more for command-line utilities built with R, and the conclusion to LLM-prompting black magic that draws upon the awesome glue package.  Episode Links  This week's curator: Colin Fay - @colinfay@fosstodon.org (Mastodon) & @colinfay.bsky.social (Bluesky) & [@_ColinFay]](https://twitter.com/_ColinFay) (X/Twitter)What Makes R Strong: Reflections from useR! 2026ir 0.1.0: self-describing R scripts and Quarto documentsBuilding our own glue with REntire issue available at rweekly.org/2026-W31Supplement Resources Matrix operators in R https://019b2dbc-0ac6-3185-aa9f-0bea50e3da6d.share.connect.posit.cloud/matrix-operators.html{golem} 1.0.0 is here https://golemverse.org/news/golem-1.0.0-release-on-cran/Package Tools with ir https://r-lib.github.io/ir/tools.html Supporting the show Use the contact page at https://serve.podhome.fm/custompage/r-weekly-highlights/contact to send us your feedbackR-Weekly Highlights on the Podcastindex.org - You can send a boost into the show directly in the Podcast Index. First, top-up with Alby, and then head over to the R-Weekly Highlights podcast entry on the index.A new way to think about value: https://value4value.infoGet in touch with us on social mediaEric Nantz: @rpodcast@podcastindex.social (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @mike_thomas@fosstodon.org (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter)  Music credits powered by OCRemix Snow Cone Heaven - Ice Climber - Mazedude - https://ocremix.org/remix/OCR01176Salut Voisin! - Final Fantasy IV - Colorado Weeks, Aeroprism - https://ocremix.org/remix/OCR04553

  3. 24 Jul

    Issue 2026-W30 Highlights

    The first wave of 2026 R Consortium technical grants has arrived, how the new ggchord2 can round out your next process visualizations, and a clever take on supplementing your prompts with R objects.  Episode Links  This week's curator: Eric Nantz: @rpodcast@podcastindex.social (Mastodon) & @rpodcast.bsky.social (BlueSky) & @theRcast (X/Twitter)R Consortium Awards First Round of 2026 Technical GrantsChord diagrams in R with ggchord2R Blackmagic for LLM PromptingEntire issue available at rweekly.org/2026-W30 Supplement Resources igvShiny demo app https://gladkia-igvshiny-demo.share.connect.posit.cloud/ggchord2: Chord diagrams with ggplot2 https://nrennie.gitlab.io/ggchord2/Generic Functions: The Underrated R Technique Fixing Your Worst Problems https://www.youtube.com/watch?v=p00um9ezh74 Supporting the show Use the contact page at https://serve.podhome.fm/custompage/r-weekly-highlights/contact to send us your feedbackR-Weekly Highlights on the Podcastindex.org - You can send a boost into the show directly in the Podcast Index. First, top-up with Alby, and then head over to the R-Weekly Highlights podcast entry on the index.A new way to think about value: https://value4value.infoGet in touch with us on social mediaEric Nantz: @rpodcast@podcastindex.social (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter) Mike Thomas: @mike_thomas@fosstodon.org (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter)  Music credits powered by OCRemix The Unnamed Frontier - Metroid II: Return of Samus - Pyro Paper Planes, Viking Guitar - https://ocremix.org/remix/OCR02892Super Buck II - Super Mario Brothers 2 - Estradasphere - https://ocremix.org/remix/OCR00577

  4. 17 Jul

    Issue 2026-W29 Highlights

    An exciting new way to search and discover R packages wrapping novel technology, how the new checktor package finds the key issues standard checks will miss, and yes, you can play Doom in R (what?) Episode Links  This week's curator: Ryo Nakagawara - @R_by_Ryo@mstdn.social (Mastodon) & @rbyryo.bsky.social (Bluesky) & @R_by_Ryo) (X/Twitter)Searching the R Ecosystem by Function, Not Package NameThe Check Passed. The Reviewer Didn’t.{rdoom} is a playable version of Doom for R.Entire issue available at rweekly.org/2026-W29 Supplement Resources The Warehouse https://rwarehouse.netlify.app/Warehouse GitHub repository https://github.com/kylieainslie/warehousechecktor https://r-pkg.thecoatlessprofessor.com/checktor/tigerfb Interactive Framebuffer for R https://github.com/coolbutuseless/tigerfb Supporting the show Use the contact page at https://serve.podhome.fm/custompage/r-weekly-highlights/contact to send us your feedbackR-Weekly Highlights on the Podcastindex.org - You can send a boost into the show directly in the Podcast Index. First, top-up with Alby, and then head over to the R-Weekly Highlights podcast entry on the index.A new way to think about value: https://value4value.infoGet in touch with us on social mediaEric Nantz: @rpodcast@podcastindex.social (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @mike_thomas@fosstodon.org (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter)  Music credits powered by OCRemix On Wings of Steel - After Burner - Juan Medrano - https://ocremix.org/remix/OCR03405Black Genesis - Final Fantasy 6 - Brandon Strader, Rexy - https://ocremix.org/remix/OCR02796

  5. 10 Jul

    Issue 2026-W28 Highlights

    A set of principles to enhance testing APIs created inside R, and the engine behind automatic reloading of rendered Shiny apps becomes available for new use cases. Episode Links  This week's curator: Jon Calder - @jonmcalder@fosstodon.org (Mastodon) & @jonmcalder (X/Twitter)Testing Your Plumber APIs from Rwatcher 0.2.0: filesystem watching for R, and the engine behind Shiny auto-reloadEntire issue available at rweekly.org/2026-W28 Supplement Resources {plumber2}: https://plumber2.posit.co/{httr2}: https://httr2.r-lib.org/index.html{mirai}: https://mirai.r-lib.org/index.html{nanonext}: https://nanonext.r-lib.org/index.htmlroxygen2 @exampleIF tag https://roxygen2.r-lib.org/articles/rd-functions.html#examples{watcher}: https://watcher.r-lib.org/fswatch https://emcrisostomo.github.io/fswatch/ Supporting the show Use the contact page at https://serve.podhome.fm/custompage/r-weekly-highlights/contact to send us your feedbackR-Weekly Highlights on the Podcastindex.org - You can send a boost into the show directly in the Podcast Index. First, top-up with Alby, and then head over to the R-Weekly Highlights podcast entry on the index.A new way to think about value: https://value4value.infoGet in touch with us on social mediaEric Nantz: @rpodcast@podcastindex.social (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter) Mike Thomas: @mike_thomas@fosstodon.org (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter)  Music credits powered by OCRemix Relm's Weepy Loop - Final Fantasy 6 - MkVaff - https://ocremix.org/remix/OCR00178

  6. 26 Jun

    Issue 2026-W26 Highlights

    The R Core team receives a prestigious award in the world of Statistics, a month-long recognition of the rOpenSci package maintainers, and a collection of helpful tips for obtaining robust R code from AI agents.  Episode Links  This week's curator: Eric Nantz: @rpodcast@podcastindex.social (Mastodon) & @rpodcast.bsky.social (BlueSky) & @theRcast (X/Twitter)2026 Rousseeuw Prize for Statistics Awarded to R Core Team for Transforming Statistics Computing WorldwideCelebrating Our Maintainers during Maintainers Month10 tips for getting better R code from your AI coding agentEntire issue available at rweekly.org/2026-W26 Supplement Resources The Rousseeuw Prize for Statistics 2026 https://www.rousseeuwprize.org/2026{btw} A complete toolkit for connecting R and LLMs https://posit-dev.github.io/btw/ Supporting the show Use the contact page at https://serve.podhome.fm/custompage/r-weekly-highlights/contact to send us your feedbackR-Weekly Highlights on the Podcastindex.org - You can send a boost into the show directly in the Podcast Index. First, top-up with Alby, and then head over to the R-Weekly Highlights podcast entry on the index.A new way to think about value: https://value4value.infoGet in touch with us on social mediaEric Nantz: @rpodcast@podcastindex.social (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @mike_thomas@fosstodon.org (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter)  Music credits powered by OCRemix Super Buck II - Super Mario Brothers 2 - Estradasphere - https://ocremix.org/remix/OCR00577Escape Route - Cave Story - Corran - https://ocremix.org/remix/OCR01513

  7. 20 Jun

    Issue 2026-W25 Highlights

    The evolution of Posit's data science agents, robust approaches to unnamed parameters in R functions, and the power of math and visualization collide in an unexpected way. Episode Links  This week's curator: Sam Parmar - @parmsam@fosstodon.org (Mastodon) & @parmsam_ (X/Twitter)A brief and biased history of Posit data science agentsThree small dots for more readable codeLittle useless-useful R functions – Ulam Prime SpiralEntire issue available at rweekly.org/2026-W25Supplement Resources Ulam Spiral Animation Function https://github.com/tomaztk/Useless_R_functions/blob/main/functions/ulam_spiral_animation.REric's new Quarto Terminal Theme https://github.com/rpodcast/quarto-revealjs-terminalSupporting the show Use the contact page at https://serve.podhome.fm/custompage/r-weekly-highlights/contact to send us your feedbackR-Weekly Highlights on the Podcastindex.org - You can send a boost into the show directly in the Podcast Index. First, top-up with Alby, and then head over to the R-Weekly Highlights podcast entry on the index.A new way to think about value: https://value4value.infoGet in touch with us on social mediaEric Nantz: @rpodcast@podcastindex.social (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @mike_thomas@fosstodon.org (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter)  Music credits powered by OCRemix Suco de Melancia - Final Fantasy 7 - Red Tailed Fox - https://ocremix.org/remix/OCR01671The Quick and the Blue - Mega Man 2 - The Megas - https://ocremix.org/remix/OCR02090

  8. 12 Jun

    Issue 2026-W24 Highlights

    A friendly reminder on checking customization when upgrading R, how refactoring may not be so tedious when using the Jarl utility, and honest takes on various code smells you can prevent in your next testing suite.  Episode Links  This week's curator: Batool Almarzouq - @batoolmm.bsky.social (Bluesky) & @batool664 (X/Twitter)The Lurking Dangers of the R Version UpdateRefactoring with Jarl: a coffee chat11 Test Smells That Make Your Tests Lie to YouEntire issue available at rweekly.org/2026-W24 Supplement Resources {renv} - Project environments in R https://rstudio.github.io/renv/index.htmlrig - The R installation manager https://github.com/r-lib/rig Supporting the show Use the contact page at https://serve.podhome.fm/custompage/r-weekly-highlights/contact to send us your feedbackR-Weekly Highlights on the Podcastindex.org - You can send a boost into the show directly in the Podcast Index. First, top-up with Alby, and then head over to the R-Weekly Highlights podcast entry on the index.A new way to think about value: https://value4value.infoGet in touch with us on social mediaEric Nantz: @rpodcast@podcastindex.social (Mastodon), @rpodcast.bsky.social (BlueSky) and @theRcast (X/Twitter)Mike Thomas: @mike_thomas@fosstodon.org (Mastodon), @mike-thomas.bsky.social (BlueSky), and @mike_ketchbrook (X/Twitter)  Music credits powered by OCRemix Vamo alla Django - Final Fantasy 9 - AndyP, Dan Bryant, Fishy - https://ocremix.org/remix/OCR03579Gurgling Desert Pond - Final Fantasy 1 - blackguitar - https://ocremix.org/remix/OCR02555

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The R Weekly podcast offers a quick description of the latest highlighted stories and other stories from the latest R Weekly issue, as curated by the R Weekly team and R community.

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