Podcasts about IDE

Python in 2025 is in a delightfully refreshing place: the GIL's days are numbered, packaging is getting sharper tools, and the type checkers are multiplying like gremlins snacking after midnight. On this episode, we have an amazing panel to give us a range of perspectives on what matter in 2025 in Python. We have Barry Warsaw, Brett Cannon, Gregory Kapfhammer, Jodie Burchell, Reuven Lerner, and Thomas Wouters on to give us their thoughts. Episode sponsors Seer: AI Debugging, Code TALKPYTHON Talk Python Courses Links from the show Python Software Foundation (PSF): www.python.org PEP 810: Explicit lazy imports: peps.python.org PEP 779: Free-threaded Python is officially supported: peps.python.org PEP 723: Inline script metadata: peps.python.org PyCharm: www.jetbrains.com JetBrains: www.jetbrains.com Visual Studio Code: code.visualstudio.com pandas: pandas.pydata.org PydanticAI: ai.pydantic.dev OpenAI API docs: platform.openai.com uv: docs.astral.sh Hatch: github.com PDM: pdm-project.org Poetry: python-poetry.org Project Jupyter: jupyter.org JupyterLite: jupyterlite.readthedocs.io PEP 690: Lazy Imports: peps.python.org PyTorch: pytorch.org Python concurrent.futures: docs.python.org Python Package Index (PyPI): pypi.org EuroPython: tickets.europython.eu TensorFlow: www.tensorflow.org Keras: keras.io PyCon US: us.pycon.org NumFOCUS: numfocus.org Python discussion forum (discuss.python.org): discuss.python.org Language Server Protocol: microsoft.github.io mypy: mypy-lang.org Pyright: github.com Pylance: marketplace.visualstudio.com Pyrefly: github.com ty: github.com Zuban: docs.zubanls.com Jedi: jedi.readthedocs.io GitHub: github.com PyOhio: www.pyohio.org Watch this episode on YouTube: youtube.com Episode #532 deep-dive: talkpython.fm/532 Episode transcripts: talkpython.fm Theme Song: Developer Rap

Prof. Katarína Horáková o mozgu, cievach, Pripravili sme spolu aj:

175. podcast Autobazar.EU - 1. januára 2026 nadobúda účinnosť novela Zákona o cestnej premávke, ktorá sa dotkne desiatok tisícov vodičov na Slovensku, ale aj cyklistov či kolobežkárov.Bez kontextu by sme povedali, že sa mení sa doba platnosti vodičských preukazov vydaných do roku 2013, cyklisti dostali rýchlostný limit a nasledujúca novela prináša aj zelené brzdové svetlo. Tieto zmeny si v tejto epizóde prejdeme podrobnejšie, a ako to už býva, nie je to vôbec tak negatívne, ako sa môže na prvé počutie zdať.Rýchlosť chôdze definovaná zákonom Asi všetci ste počuli o tom, že zákonodarcovia do legislatívy zahrnuli aj maximálnu rýchlosť chôdze, a to 6 km/h.Konkrétne ide o novelizovaný § 2, ods. 2 písm. s) so znením, že rýchlosťou chôdze sa rozumie rýchlosť neprevyšujúca 6 km/h. Ide o takzvané vymedzenie základných pojmov.Internetom kolovali vtipy, ale aj oprávnené obavy, že policajné hliadky budú merať rýchlosť chodcov a prípadne im ukladať blokové pokuty. Ako medzičasom potvrdil samotný Policajný zbor SR, rýchlosť chodcov sa merať nebude, a je na to dobrý dôvod.Norma 6 km/h doteraz v zákone chýbala, a predsa sa na ňu odvolávali niektoré paragrafy v rovnakom zákone - spravidla išlo o dovolenú rýchlosť kolobežiek, bicyklov, skateboardov a iných nemotorových dopravných prostriedkov na chodníkoch.V nadväznosti na túto novinku sa preto upravujú aj § 52 ods. 5) a odseky 1 a 6 paragrafu 55. Týkajú sa osôb, ktoré sa po chodníku pohybujú na lyžiach, korčuliach, kolobežke, skateboarde a na bicykli - tí po novom už zo zákona nesmú prekročiť rýchlosť 6 km/h.Svojím spôsobom tak skutočne dostali cyklisti maximálnu dovolenú rýchlosť, ale iba na chodníku. Na ceste platia pre cyklistov rovnaké predpisy ako pre autá.Naďalej pritom platí, že dospelý cyklista má využívať cestu, nie chodník. Bicykel na chodníku smú používať iba deti do 10 rokov a dospelí, ktorí jazdia na bicykli s dieťaťom alebo dieťa na bicykli sprevádzajú.Teraz si prejdime tie dôležitejšie zmeny, ktoré reálne zasiahnu desiatky tisíc slovenských motoristov.Lekárske prehliadky od vyššieho veku, počíta sa aj preventívka.Od 1.1.2026 platí, že na pravidelné lekárske prehliadky musia vodiči až od 70. roku života, a to raz za 5 rokov. Doteraz to bolo od 65. roku života.Novelizácia § 87 navyše zavádza aj novú výhodu, ktorá motoristom zjednoduší tento proces - za lekársku prehliadku sa môže považovať aj preventívna prehliadka u obvodného lekára. Táto preventívka však musí byť prevedená korektne, s ohľadom na potreby tohto zákona.Šoférom z povolania sa termíny kontrol nemenia Stríž v podcaste upozorňuje, že pre vodičov z povolania platia iné pravidlá. Tí musia absolvovať zodpovedajúce lekárske prehliadky každých 5 rokov bez ohľadu na vek, ale od 65. roku života už každé dva roky.Týka sa to ako vodičov z povolania, tak osoby vedúce vozidlá skupiny C1, C1E, C, CE, D1, D1E, D a DE.Znenie zákona od 1.1.2026:Pravidelným lekárskym prehliadkam každých päť rokov a po dosiahnutí veku 65 rokov každé dva roky sú povinní podrobiť saa) vodiči, ktorí sú držiteľmi vodičského preukazu Slovenskej republiky a ktorí vedú motorové vozidlo skupiny C1, C1E, C, CE, D1, D1E, D a DE,b vodiči, ktorí sú držiteľmi vodičského preukazu Slovenskej republiky a ktorí vedú vozidlo s právom prednostnej jazdy, motorové vozidlo využívané na zasielateľstvo a taxislužbu a na poskytovanie poštových služieb.Súvisiace zmeny vo vodičákoch (nielen) vydaných do roku 2013Spolu s lekárskymi prehliadkami od 70. roku života sa upravuje aj súvisiaci tretí a piaty odsek § 94.Platnosť bežných vodičákov na motocykle, osobné a ľahké úžitkové automobily a traktory je naďalej 15 rokov, najviac však do dovŕšenia veku 70 rokov (doteraz 65...

Spolupracovník Postoja Andrej Žiarovský a redaktor Lukáš Krivošík rozoberajú v našej historicko-vojenskej relácii potopenie nemeckej bitevnej lode Scharnhorst 26. decembra 1943 v bitke pri Severnom myse. Nemecké plavidlo potopili britské a nórske plavidlá. Stret v arktických vodách sa uskutočnil v rámci konvojov, ktorými Briti a Američania zásobovali Sovietsky zväz výzbrojou a vojnovým materiálom. Ide o jedno z často prehliadaných, no nie nevýznamných javísk druhej svetovej vojny.

Note: Steve and Gene's talk on Vibe Coding and the post IDE world was one of the top talks of AIE CODE: https://www.youtube.com/watch?v=7Dtu2bilcFs&t=1019s&pp=0gcJCU0KAYcqIYzv From building legendary platforms at Google and Amazon to authoring one of the most influential essays on AI-powered development (Revenge of the Junior Developer, quoted by Dario Amodei himself), Steve Yegge has spent decades at the frontier of software engineering—and now he's leading the charge into what he calls the "factory farming" era of code. After stints at SourceGraph and building Beads (a purely vibe-coded issue tracker with tens of thousands of users), Steve co-authored The Vibe Coding Book and is now building VC (VibeCoder), an agent orchestration dashboard designed to move developers from writing code to managing fleets of AI agents that coordinate, parallelize, and ship features while you sleep. We sat down with Steve at AI Engineer Summit to dig into why Claude Code, Cursor, and the entire 2024 stack are already obsolete, what it actually takes to trust an agent after 2,000 hours of practice (hint: they will delete your production database if you anthropomorphize them), why the real skill is no longer writing code but orchestrating agents like a NASCAR pit crew, how merging has become the new wall that every 10x-productive team is hitting (and why one company's solution is literally "one engineer per repo"), the rise of multi-agent workflows where agents reserve files, message each other via MCP, and coordinate like a little village, why Steve believes if you're still using an IDE to write code by January 1st, you're a bad engineer, how the 12–15 year experience bracket is the most resistant demographic (and why their identity is tied to obsolete workflows), the hidden chaos inside OpenAI, Anthropic, and Google as they scale at breakneck speed, why rewriting from scratch is now faster than refactoring for a growing class of codebases, and his 2025 prediction: we're moving from subsistence agriculture to John Deere-scale factory farming of code, and the Luddite backlash is only just beginning. We discuss: Why Claude Code, Cursor, and agentic coding tools are already last year's tech—and what comes next: agent orchestration dashboards where you manage fleets, not write lines The 2,000-hour rule: why it takes a full year of daily use before you can predict what an LLM will do, and why trust = predictability, not capability Steve's hot take: if you're still using an IDE to develop code by January 1st, 2025, you're a bad engineer—because the abstraction layer has moved from models to full-stack agents The demographic most resistant to vibe coding: 12–15 years of experience, senior engineers whose identity is tied to the way they work today, and why they're about to become the interns Why anthropomorphizing LLMs is the biggest mistake: the "hot hand" fallacy, agent amnesia, and how Steve's agent once locked him out of prod by changing his password to "fix" a problem Should kids learn to code? Steve's take: learn to vibe code—understand functions, classes, architecture, and capabilities in a language-neutral way, but skip the syntax The 2025 vision: "factory farming of code" where orchestrators run Cloud Code, scrub output, plan-implement-review-test in loops, and unlock programming for non-programmers at scale — Steve Yegge X: https://x.com/steve_yegge Substack (Stevie's Tech Talks): https://steve-yegge.medium.com/ GitHub (VC / VibeCoder): https://github.com/yegge-labs Where to find Latent Space X: https://x.com/latentspacepod Substack: https://www.latent.space/ Chapters 00:00:00 Introduction: Steve Yegge on Vibe Coding and AI Engineering 00:00:59 The Backlash: Who Resists Vibe Coding and Why 00:04:26 The 2000 Hour Rule: Building Trust with AI Coding Tools 00:03:31 The January 1st Deadline: IDEs Are Becoming Obsolete 00:02:55 10X Productivity at OpenAI: The Performance Review Problem 00:07:49 The Hot Hand Fallacy: When AI Agents Betray Your Trust 00:11:12 Claude Code Isn't It: The Need for Agent Orchestration 00:15:20 The Orchestrator Revolution: From Cloud Code to Agent Villages 00:18:46 The Merge Wall: The Biggest Unsolved Problem in AI Coding 00:26:33 Never Rewrite Your Code - Until Now: Joel Spolsky Was Wrong 00:22:43 Factory Farming Code: The John Deere Era of Software 00:29:27 Google's Gemini Turnaround and the AI Lab Chaos 00:33:20 Should Your Kids Learn to Code? The New Answer 00:34:59 Code MCP and the Gossip Rate: Latest Vibe Coding Discoveries

Por que Deus se fez homem? - Shaila Manzoni by IDE

Za posledné roky prišli niektorí ľudia o zdravie len preto, že ich agenda a politici nútili urobiť krok, s ktorým nesúhlasili. ( ❤INFO: Podujatia - https://www.40plus.sk/podujatia-odznova/ ❤Info o overených vychytávkach z podcastu LINK - https://www.40plus.sk/vychytavky/ )Avšak, ak chceli chodiť do práce, tak sa podriadili. Téma, ktorá rozdelila ľudí na celom svete. Ale niektorým vzala aj zdravie..Pýtala som sa aj: ☞Prečo ste sa dali?☞Ozývala sa vaša intuícia? Či ste cítili že to nechcete urobiť a teda išli ste proti sebe???☞Aké máte presne vedľajšie zdravotné komplikácie a ako to zmenilo váš život? ☞Súdite sa? Uznal vám niekto, že vám to spôsobilo očkovanie? ☞Neuvažovali ste nad tým, že si ten papier vybavíte alebo kúpite? ☞Ako sa k tomu stavia vaša rodina. Ste všetci očkovaní a len vy máte problémy? ☞Ste v kontakte s ľuďmi, ktorí dopadli podobne ako vy? ☞Vy pripravujete na tému aj knihu.. kedy by ste s ňou chceli ísť von? O čom to bude? ☞Čo by ste odkázali politikom a kvázi doktorom, ktorí hovorili dookola vetu: Vakcína je sloboda? Váš záverečný odkaz? Alebo motto? Ďakujem, že ste tu so mnou a podporujete tento podcast zdieľaním či finančne. Martina Valachová*********************************************************Ďakujem, že ma podporujete na Herohero alebo tu na YouTube. Aj vďaka vám vzniká tento obsah. Chcete ma začať podporovať? Info tu: https://herohero.co/odznova Podpora je možná aj tu na YouTube.. zmysel to pre má od 5,99€ (50% z vášho predplatného mi zoberie YouTube ako províziu. Tak si to viete spočítať...Hero berie len 12,5%) Predplatné 2,99 na YT je bez nároku na obsah vopred. Ide len o sympatizovanie, za čo ďakujem... Ak nechcete platiť kartou, možné je podporovať aj cez číslo účtu o. z. : SK45 8330 0000 0022 0165 1060 - do poznámky uveďte, že ide o DAR ĎAKUJEM a nezabudnite pozrieť info a linky o podujatiach a vychytávkach ... ( ❤INFO: Podujatia - https://www.40plus.sk/podujatia-odznova/ ❤Info o overených vychytávkach z podcastu LINK - https://www.40plus.sk/vychytavky/ ) Buďte zdraví Martina Valachová

Randal is klaar met het Apple-ecosysteem: jaren iOS, maar de combinatie van “Apple doet weinig met AI” en een onweerstaanbare vouwdrang richting een Pixel 10 Pro Fold begint te knagen. Jurian herkent de frictie op z’n eigen manier. Probeer maar eens Gmail te openen tussen Google’s identieke icoontjes op iOS, terwijl gastnerd Rachid Finge — Communication Lead / AI Developer Communications Lead bij Google — uitlegt hoe hij developers warm maakt voor Gemini, en hoe verjaardagsfeestjes elk jaar weer andere “Google-vragen” opleveren. Het gesprek zigzagt van agentic AI (Deep Research, Gemini Agent, en de “Will Smith eet spaghetti”-tijdlijn) naar Gemini als lijm tussen Maps/Gmail/Calendar en je dagelijkse chaos. Daarna wordt het spannend: AI Mode en AI-overzichten veranderen zoeken, SEO en traffic, en dat schuurt met het open web. Ondertussen legt Rachid uit waarom “Gemini” tegelijk een app, een model-familie én een zoekmachine-variant is—handig voor de massa, verwarrend voor nerds. En ja: interoperabiliteit komt langs (RCS in iMessage, Quick Share dat AirDrop begrijpt), net als UI-polish, foldables, en de eeuwige vraag waarom YouTube Premium zo duur voelt. Shownotes Rachid Finge (site met video’s)Google GeminiGoogle One (bundelwens: opslag + Premium)Quick ShareAirDropRCSCursor (vibe coding / IDE’s)Stack Overflow Developer Survey (adoptie vs waardering) Tijdschema 0:00:04 Toekomstige AI bij Google0:01:22 Rachid’s Frustraties met Apple0:04:43 De Sterkte van Google’s AI0:05:49 Overstappen naar Pixel?0:11:34 AI en Gebruikerservaring0:16:01 De Impact van AI op Media0:20:35 Google en Concurrentie0:26:30 Voordelen van Google AI0:30:37 De Toekomst van Zoeken0:34:13 Perceptie van Google Werken0:35:00 Groeiende Technologie en Google Cloud0:37:59 De Kracht van Gemini voor Developers0:41:47 De Rol van AI in de Toekomst0:46:42 De Frustraties van een Apple Nerd0:50:53 Interoperabiliteit en Google Pixel0:55:11 De Uitdagingen van Android UI0:59:13 De Toekomst van Tablets en Foldables1:01:02 Complexiteit van Innovatie en Concurrentie1:01:34 YouTube Premium: Een Belangrijke DiscussieSee omnystudio.com/listener for privacy information.

As the year draws to a close, the Dev Interrupted team reflects on a transformative year in engineering spanning the rise of RAG and vector databases to the emergence of agentic workflows. For the first time, we're taking the conversation out of the booth and into the IDE. Head over to the Dev Interrupted YouTube channel to watch the team vibe code custom holiday cards and close out the year with some chaotic creativity.LinearB: Measure the impact of GitHub Copilot and CursorFollow the show:Subscribe to our Substack Follow us on LinkedInSubscribe to our YouTube ChannelLeave us a ReviewFollow the hosts:Follow AndrewFollow BenFollow DanOFFERS Start Free Trial: Get started with LinearB's AI productivity platform for free. Book a Demo: Learn how you can ship faster, improve DevEx, and lead with confidence in the AI era. LEARN ABOUT LINEARB AI Code Reviews: Automate reviews to catch bugs, security risks, and performance issues before they hit production. AI & Productivity Insights: Go beyond DORA with AI-powered recommendations and dashboards to measure and improve performance. AI-Powered Workflow Automations: Use AI-generated PR descriptions, smart routing, and other automations to reduce developer toil. MCP Server: Interact with your engineering data using natural language to build custom reports and get answers on the fly.

Kencan Dengan Tuhan - Rabu, 24 Desember 2025Bacaan: "Lalu Lot melayangkan pandangnya dan dilihatnyalah, bahwa seluruh Lembah Yordan banyak airnya, seperti taman TUHAN, seperti tanah Mesir, sampai ke Zoar. Hal itu terjadi sebelum TUHAN memusnahkan Sodom dan Gomora." (Kejadian 13:10)Renungan: Walter Elias Disney atau lebih dikenal dengan nama Walt Disney dulunya adalah seorang pengangguran. Karena punya bakat menggambar, ia mencoba mengirim hasil gambarnya kepada beberapa penerbit namun ditolak. Keadaan itu membuatnya frustrasi. Bahkan saking tak punya uang, la mesti tinggal di sembarang tempat, di sebuah gudang tua yang kotor dan dipenuhi tikus-tikus. Siapa sangka berkat justru datang dari tempat yang kotor tersebut. Ya, saat melihat tikus-tikus berkeliaran itu, muncul ide di pikiran Disney untuk membuat tokoh kartun dari sosok tikus. Itulah awal bagaimana Mickey Mouse tercipta. Ide ini begitu unik sehingga menarik industry film untuk membuat film animasinya. Selanjutnya, kita tahu bagaimana cerita akhirnya. Saat Lot melihat tanah Sodom yang sangat subur, ia melihat tempat itu penuh berkat. Apa yang kelihatan menjanjikan, nyatanya di kemudian hari malah menjerumuskan. Sebaliknya, Abraham mulanya mungkin hanya melihat tanah Kanaan yang gersang, yang jauh dari kata subur, namun ujungnya tanah itu limpah dengan susu dan madu. Apa yang kita lihat hari-hari ini dalam pekerjaan kita ? Mungkin kita melihat hal yang masih kecil, sesuatu yang belum menjanjikan apa-apa, atau hal yang jauh dari berkat. Namun apa yang kita lihat hari ini seolah nampak hanya 'batu', suatu saat dapat berubah menjadi 'berlian' jika saja kita mau tetap setia ada di situ. Ketahuilah, Allah mampu memunculkan berkat dan kebaikan dari hal-hal, dari tempat yang tak pernah kita duga sama sekali. Maka, jangan mengecilkan pekerjaan dan usaha kita hari ini. Jangan meremehkan tempat kerja yang kecil, perusahaan yang belum maju. Ingatlah bahwa yang memberi berkat itu adalah Kristus sendiri. Pekerjaan, atasan, usaha hanyalah saluran-Nya. Jika hubungan kita dengan Allah benar, tidak mungkin berkat-Nya tidak mengalir dalam hidup kita. Maka dari itu, mari jalin relasi yang intim, yang rukun, yang tak ada permusuhan dengan Tuhan. Niscaya, la akan memerintahkan berkat-berkat tercurah dalam hidup kita. Tuhan Yesus memberkati. Doa:Tuhan Yesus, ajarilah aku untuk setia dan bersyukur atas pekerjaan yang saat ini aku kerjakan. Lepaskanlah sungut-sungut dan gerutuanku, agar tidak menjadi penghalang bagi berkat-Mu masuk dalam diriku dan tempat kerjaku. Amin. (Dod).

Topics covered in this episode: Has the cost of building software just dropped 90%? More on Deprecation Warnings How FOSS Won and Why It Matters Should I be looking for a GitHub alternative? 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. HEADS UP: We are taking next week off, happy holiday everyone. Michael #1: Has the cost of building software just dropped 90%? by Martin Alderson Agentic coding tools are collapsing “implementation time,” so the cost curve of shipping software may be shifting sharply Recent programming advancements haven't been that great of a true benefit: Cloud, TDD, microservices, complex frontends, Kubernetes, etc. Agentic AI's big savings are not just code generation, but coordination overhead reduction (fewer handoffs, fewer meetings, fewer blocks). Thinking, product clarity, and domain decisions stay hard, while typing and scaffolding get cheap. Is it the end of software dev? Not really, see Jevons paradox: when production gets cheaper, total demand can rise rather than spending simply falling. (Historically: the efficiency of coal use led to the increased consumption of coal) Pushes back on “only good for greenfield” by arguing agents also help with legacy code comprehension and bug-fixing. I 100% agree. #Legacy code for the win. Brian #2: More on Deprecation Warnings How are people ignoring them? yep, it's right in the Python docs: -W ignore::DeprecationWarning Don't do that! Perhaps the docs should give the example of emitting them only once -W once::::DeprecationWarning See also -X dev mode , which sets -W default and some other runtime checks Don't use warn, use the @warnings.deprecated decorator instead Thanks John Hagen for pointing this out Emits a warning It's understood by type checkers, so editors visually warn you You can pass in your own custom UserWarning with category mypy also has a command line option and setting for this --enable-error-code deprecated or in [tool.mypy] enable_error_code = ["deprecated"] My recommendation Use @deprecated with your own custom warning and test with pytest -W error Michael #3: How FOSS Won and Why It Matters by Thomas Depierre Companies are not cheap, companies optimize cost control. They do this by making purchasing slow and painful. FOSS is/was a major unlock hack to skip procurement, legal, etc. Example is months to start using a paid “Add to calendar” widget! It “works both ways”: the same bypass lowers the barrier for maintainers too, no need for a legal entity, lawyers, liability insurance, or sales motion. Proposals that “fix FOSS” by reintroducing supply-chain style controls (he name-checks SBOMs and mandated processes) risk being rejected or gamed, because they restore the very friction FOSS sidesteps. Brian #4: Should I be looking for a GitHub alternative? Pricing changes for GitHub Actions The self-hosted runner pricing change caused a kerfuffle. It's has been postponed But… if you were to look around, maybe pay attention to These 4 GitHub alternatives are just as good—or better Codeburg, BitBucket, GitLab, Gitea And a new-ish entry, Tangled Extras Brian: End of year sale for The Complete pytest Course Use code XMAS2025 for 50% off before Dec 31 Writing work on Lean TDD book on hold for holidays Will pick up again in January Michael: PyCharm has better Ruff support now out of the box, via Daniel Molnar This is from the release notes of 2025.3: "PyCharm 2025.3 expands its LSP integration with support for Ruff, ty, Pyright, and Pyrefly.” If you check out the LSP section it will land you on this page and you can go to Ruff. The Ruff doc site was also updated. Previously it was only available external tools and a third party plugin, this feels like a big step. Fun quote I saw on ExTwitter: May your bug tracker be forever empty. Joke: Try/Catch/Stack Overflow Create a super annoying linkedin profile - From Tim Kellogg, submitted by archtoad

Koniec roka 2025 sa na Slovensku nesie v znamení napätia, neistoty a rastúcej nespokojnosti, hodnotia ekonóm Viliam Páleník a sociológ Bohumil Búzik v relácii Ide o pravdu.

Есть предположение, что злоупотребление LLM в общем и вайбкодинг в частности отупляет программистов. С другой стороны, этот наброс похож на квохтание Vim-еров на IDE-шников. Где же правда?Спасибо всем, кто нас слушает. Ждем Ваши комментарии.Музыка из выпуска: - https://artists.landr.com/056870627229- https://t.me/angry_programmer_screamsВесь плейлист курса "Kubernetes для DotNet разработчиков": https://www.youtube.com/playlist?list=PLbxr_aGL4q3SrrmOzzdBBsdeQ0YVR3Fc7Бесплатный открытый курс "Rust для DotNet разработчиков": https://www.youtube.com/playlist?list=PLbxr_aGL4q3S2iE00WFPNTzKAARURZW1ZShownotes: 00:00:00 Вступление00:06:15 Из-за чего тупеют люди?00:09:00 Если LLM не подошел, проблема в тебе00:15:35 Плохо ли генерить тесты LLM?00:20:00 Терминальный вайбкодинг00:29:00 Поиск API через LLM 00:34:30 Проектирует человек, а кодит LLM00:42:40 Катастрофа мотивации00:46:15 Эффект циганского гипноза00:51:20 Тупеем ли от поиска через LLM?01:00:00 LLM ловит нас на крючекСсылки:- https://www.youtube.com/watch?v=COovfRQ9hRM : Наше будущее - https://www.linkedin.com/posts/nityan_we-all-know-vibe-coding-has-technical-debt-activity-7339687364216193025-nY2E : Исследование отупения от ИИ - https://codeua.com/ai-coding-tools-can-reduce-productivity-study-results/ : AI Coding Tools Can Reduce Productivity: Study ResultsВидео: https://youtube.com/live/HU7m31-NZmM Слушайте все выпуски: https://dotnetmore.mave.digitalYouTube: https://www.youtube.com/playlist?list=PLbxr_aGL4q3R6kfpa7Q8biS11T56cNMf5Twitch: https://www.twitch.tv/dotnetmoreОбсуждайте:- Telegram: https://t.me/dotnetmore_chatСледите за новостями:– Twitter: https://twitter.com/dotnetmore– Telegram channel: https://t.me/dotnetmoreCopyright: https://creativecommons.org/licenses/by-sa/4.0/

TRAGÉD ROKA HLASOVANIE A LÍSTKY: https://piatocek.com/home/ V NR SR bolo posledné rokovanie, lebo šak do konca roka je toho treba ešte veľa poschvaľovať. Ideálne tak, aby koalícia mohla ešte viac zdeštruovať právny štát. Dopadlo to tak, že v pléne sa poslanci a poslankyne bili, sácali, škrtili a nadávali si pod vplyvom alkoholu. Tragédom týždňa sa stáva muž, ktorý podrazil českú tajnú službu a zase raz nám narobil za hranicami hanbu. HEROHERO: ⁠https://herohero.co/piatocek/subscribe - FOLLOWNI SI NÁŠ YOUTUBE: ⁠http://youtube.com/@piatocek⁠ - Instagram:⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.instagram.com/piatocek_podcast/⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ - Náš Discord nebol nikdy lepší:⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠bit.ly/piatockaren⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠See omnystudio.com/listener for privacy information.

Have you ever thought about getting your small product into production, but are worried about the cost of the big cloud providers? Or maybe you think your current cloud service is over-architected and costing you too much? Well, in this episode, we interview Michael Kennedy, author of "Talk Python in Production," a new book that guides you through deploying web apps at scale with right-sized engineering. Episode sponsors Seer: AI Debugging, Code TALKPYTHON Agntcy Talk Python Courses Links from the show Christopher Trudeau - guest host: www.linkedin.com Michael's personal site: mkennedy.codes Talk Python in Production Book: talkpython.fm glances: github.com btop: github.com Uptimekuma: uptimekuma.org Coolify: coolify.io Talk Python Blog: talkpython.fm Hetzner (€20 credit with link): hetzner.cloud OpalStack: www.opalstack.com Bunny.net CDN: bunny.net Galleries from the book: github.com Pandoc: pandoc.org Docker: www.docker.com Watch this episode on YouTube: youtube.com Episode #531 deep-dive: talkpython.fm/531 Episode transcripts: talkpython.fm Theme Song: Developer Rap

Hypotéza 40: Aby človek nevychádzal ľahko z monastiera v ktorom pred Bohom sľúbil, že tam zostane až do konca svojho života; pretože otcovia ani nevychádzali zo svojich ciel, v ktorých našli veľký úžitok. Filokalia Live - pravidelné online formačné stretnutia. Zámerom je spoznávanie a osvojovanie umenia duchovného života štúdiom učenia svätých otcov. Štvrtkové stretnutia sú venované uvažovaniu nad dielom Evergetinos. Ide o rozsiahlu zbierku výrokov a krátkych príbehov zo života púštnych otcov, ktorá bola zostavená mníchom Pavlom v 11. storočí. Každá kapitola dáva dôkladné vysvetlenie predstavenej témy a postupne čitateľa sprevádza od položenia základných kameňov duchovného život až po jeho výšiny. Stretnutia sa konajú každý pondelok a štvrtok o 20.00 hod. V prípade záujmu sa môžete zaregistrovať a e-mailom Vám bude zaslaný link pre vstup na stretnutie.  

Santo Espírito (parte 18) - Gabriel Manzoni by IDE

„Putinova vojna akoby mi zobrala život, odvtedy žijem v zlom sne“, hovorí Oleksandra Sherhina, ktorú vojna vyhnala z domova na predmestí Kyjeva. Ráno 24. februára. Malo byť dňom narodenín jej syna. Stalo sa dňom vojny. Tiež dňom, keď prišla o prácu. A o pár dní prišla k bolestnému rozhodnutiu, že príde aj o domov. To všetko pre agresiu, za ktorou stál Vladimír Putin. Nemá preňho iné pomenovanie ako terorista. A s teroristom sa nerokuje. Je presvečená, že s takými ľuďmi sa ani neuzatvárajú dohody. Tobôž mierové. Oleksandra Sherhina. Ukrajinka, ktorá našla svoj druhý domov na Slovensku. „Keby som nemala syna, zostala by som tam a šla by som aj na front“, hovorí. Z Ukrajiny ju vyhnala zodpovednosť za jeho bezpečie, vysvetľuje.Na Slovensko ich vojna vyhnala podľa rôznych zdrojov do 400-tisíc. Tie oficiálne hovoria o približne 200-tisíc občanoch Ukrajiny, ktorí tu našli svoj domov v čase vojnového besnenia Putinovej mašinérie. Ide o tých, čo sú pod dočasnou ochranou, s dočasným pobytom či pobytom trvalým. Pre zvyšok bolo Slovensko prestupnou krajinou. Speváci, hudobníci, vedci, ale i ľudia s prozaickejšími povolaniami, ktorí denne nastupujú do prevádzok s pásovou výrobou, či vozia nás v taxíkoch našich miest. Spája ich osud vyhnancov vojnového besnenia. Jednou z nich je Oleksandra Sherhina. Z Kyjeva. S bytom z predmestia, ktoré je neďaleko smutne známej Irpine. Domov opustila už v prvé dni invázie, keďže ruské vojská sa dostali nebezpečne blízko. V okupovanej oblasti – v rodisku mamy – v Berďansku zostala zo zdravotných dôvodov časť príbuzenstva. A ona -Oleksandra – zakotvila v Bratislave. Fotografka Pohody, či Novej cvernovky. A najnovšie aj so skúsenosťou vlastnej kaviarne. Čo robí so životmi vojna? Ako ich premieňa rozpínavosť mocných? A aká perspektíva sa črtá v časoch, keď akoby rástlo porozumenie medzi Trumpom a Putinom, no na úkor záujmov Ukrajincov? Témy pre Oleksandru Sherhinu, Ukrajinku, ktorá našla útočisko v Bratislave. Podcast pripravil Jaroslav Barborák.

„Putinova vojna akoby mi zobrala život, odvtedy žijem v zlom sne“, hovorí Oleksandra Sherhina, ktorú vojna vyhnala z domova na predmestí Kyjeva. Ráno 24. februára. Malo byť dňom narodenín jej syna. Stalo sa dňom vojny. Tiež dňom, keď prišla o prácu. A o pár dní prišla k bolestnému rozhodnutiu, že príde aj o domov. To všetko pre agresiu, za ktorou stál Vladimír Putin. Nemá preňho iné pomenovanie ako terorista. A s teroristom sa nerokuje. Je presvečená, že s takými ľuďmi sa ani neuzatvárajú dohody. Tobôž mierové. Oleksandra Sherhina. Ukrajinka, ktorá našla svoj druhý domov na Slovensku. „Keby som nemala syna, zostala by som tam a šla by som aj na front“, hovorí. Z Ukrajiny ju vyhnala zodpovednosť za jeho bezpečie, vysvetľuje.Na Slovensko ich vojna vyhnala podľa rôznych zdrojov do 400-tisíc. Tie oficiálne hovoria o približne 200-tisíc občanoch Ukrajiny, ktorí tu našli svoj domov v čase vojnového besnenia Putinovej mašinérie. Ide o tých, čo sú pod dočasnou ochranou, s dočasným pobytom či pobytom trvalým. Pre zvyšok bolo Slovensko prestupnou krajinou. Speváci, hudobníci, vedci, ale i ľudia s prozaickejšími povolaniami, ktorí denne nastupujú do prevádzok s pásovou výrobou, či vozia nás v taxíkoch našich miest. Spája ich osud vyhnancov vojnového besnenia. Jednou z nich je Oleksandra Sherhina. Z Kyjeva. S bytom z predmestia, ktoré je neďaleko smutne známej Irpine. Domov opustila už v prvé dni invázie, keďže ruské vojská sa dostali nebezpečne blízko. V okupovanej oblasti – v rodisku mamy – v Berďansku zostala zo zdravotných dôvodov časť príbuzenstva. A ona -Oleksandra – zakotvila v Bratislave. Fotografka Pohody, či Novej cvernovky. A najnovšie aj so skúsenosťou vlastnej kaviarne. Čo robí so životmi vojna? Ako ich premieňa rozpínavosť mocných? A aká perspektíva sa črtá v časoch, keď akoby rástlo porozumenie medzi Trumpom a Putinom, no na úkor záujmov Ukrajincov? Témy pre Oleksandru Sherhinu, Ukrajinku, ktorá našla útočisko v Bratislave. Podcast pripravil Jaroslav Barborák.

Chris Hermansen: Don't be Afraid to Create Summary Jim Grisanzio from Java Developer Relations talks with Chris Hermansen, a Java developer, consultant, and data analyst from Canada. Chris discovered Java in the 1990s and was drawn to its free accessibility and object-oriented design. He particularly appreciated Java's straightforward single inheritance model over C++'s complexity. But Chris's path to technology came through mathematics rather than computer science. He identifies streams as Java's most transformative feature for data analysis work and praises how it improved code readability and maintainability. On consulting, Chris cautions against Silicon Valley mantras like "fail often" when applied outside prototyping contexts, and he observes cultural differences in how engineers approach problem-solving with some preferring abstract discussion while others focusing on concrete data. Chris emphasizes that technology work remains fundamentally human and stresses the importance of listening, maintaining humanity in professional life, and avoiding corporate stereotypes. For students, he notes the differences between learning with modern IDEs versus the command line tools of his era when he learned to code, so he advises that new learners to try multiple approaches to deepen their understanding. His core message, which became the episode's title, is simple: "Don't be afraid to create." Discovering Java in the 1990s Chris discovered Java in the mid-1990 when Java was announced while working as a data analyst. "Java came along and it was free to use. It wasn't open source at that point, but it was free to use," he says. "And it really intrigued me because of its object-oriented approach to things, which was something that didn't come with the platform we were working on." Unlike the purchased software products he was using at the time, Java offered a free and accessible alternative that promised serious long-term value. He also appreciated how Java's design avoided the complexities of C++, especially the problems with multiple inheritance. He and a colleague had been discussing moving from Pascal to either C or C++, but his colleague had concerns about C++'s complexity, particularly around multiple inheritance. "The first thing that really jumped out to me was the straightforward single inheritance pathway and the use of interfaces to define contractual relations between code," Chris says. Java's approach to inheritance immediately stood out as cleaner and more maintainable. Features like array bounds checking and interfaces for defining contractual relationships between code further convinced him he was learning something that would age well. "I felt that I was learning something that would wear well over time. I wouldn't turn around and look at what I'd done 10 or 15 or 20 years later and say, yuck, what was I thinking?" After committing to Java and sticking with it through the learning process, he found it repaid his effort many times over. "I liked it and I stuck with it, and I found it paid me back enormously for my investment in learning." Career Path Through Mathematics Chris's path to technology came through math rather than traditional computer science. He actually stumbled into science during the registration process at school in the 1970s and eventually pursued math after deciding against engineering. His career took him through various mathematical applications, including consulting and data analysis positions in forestry. Java's Evolution: Streams and Beyond Regarding Java's evolution, Chris identified streams as the biggest feature improvement for his work. When asked about new features that have been useful in his applications, he immediately identifies streams as transformative. "I mean, streams was the big one. Streams just made a whole difference to the way you would handle data," he says. He contrasts the old approach of writing hundreds of lines of nested for loops with the more elegant stream-based approach: "And so streams has just made that a whole lot easier. And the code is so much more readable and maintainable than the old 500 line do loops that we used to have in Fortran that turned into the 375 line for loops in Java. Anyway, so streams is a big one, a really big one for me. The biggest, I would say." He also valued the introduction of templates (generics) in Java 5 or 6, which represented a significant evolution in the language and allowed applying libraries to custom classes. He praised the Java community for keeping the platform and ecosystem viable, noting that the combination of an active developer community and a satisfied user base creates a virtuous cycle that keeps the platform evolving and improving: "There's enough Java programmers out there, enough people interested in the continuing viability of Java that they keep it going, that they modernize it, that they solve new problems with it, that they make it perform better than it ever has before." He added a "big shout out to the garbage collection people that do that amazing stuff," acknowledging the often-invisible work that performance engineers at Oracle do to make Java faster and more efficient for developers. Throughout the discussion, Chris talked at length about developers, the user community, and the technology. He has a nice habit of mixing the issues seamlessly. Check out this gem below where he beautifully concluded that Java is far more than a language because it's really a movement. "The user community is, generally speaking, pretty satisfied with it. And it's a broad enough user community. It's got people like me. It's got people still doing desktop Java. It's got people using it on servers. And there's a whole tool ecosystem out there. Personally, I prefer working right at the command line. I always have. But the application that I mentioned we built using NetBeans, which came out of Sun originally. And it's quite a nice IDE. I don't think it's the most popular one. It doesn't really matter. It's still a very nice one. And it gave us a big part of that long-term support. And lately, I find myself using other JVM languages. So it's not just Java. It's the JVM that underpins it, that has permitted a flowering of alternative approaches to things that, generally speaking, work very well together with Java. So, it's a pretty cool thing. It's a movement. It's not just a programming language." Consulting, Professionalism, and Cultural Differences On consulting and professionalism, Chris stresses the importance of contributing to the team to best serve customers. He cautions against embracing some Silicon Valley software mantras — such as "fail early, fail often" — when applied outside their intended prototyping context. "And I know failure is a thing that people talk about in software development. Fail early, fail often. But you don't hear consultants saying fail often. It's not a good look for a consulting company," he says. Instead, Chris focuses on engineering being technically excellent and using open communications to help ensure the team's success. "In a consulting organization, you really have to be a team player," he says. He clarifies that getting prototypes out for feedback certainly has merit: "Get something out there and [letting] people throw rocks at it and [recording] what they say [that's] false and recognize that, okay, you failed, but at least you moved the ball down the field. I'm a huge fan of prototyping." Throughout the years in his career Chris also observed cultural differences in problem-solving approaches around the world. He says that some cultures prefer abstract discussion while others focus on concrete data. "Never mind all these grand theories. Let's actually look what we have. And really, you know, like don't go down that rabbit hole either. Look at what you have and base things on the reality that you know about," he advises. He warns against getting lost in theoretical discussions: "Resist the old, you know, the medieval concept of how many angels on the head of a pin kind of thing. Just don't go there." The Human Side of Technology Work Chris emphasizes that technology work remains fundamentally human. Near the end of the conversation, Chris focuses what he sees as most important: "I would just emphasize maybe that we're human beings here and we're driven by our human desires and wills. And as you rightly pointed out, cultural things roll into that," he says. Despite all the technical discussion about tools, languages, methods, and preferences, the work is ultimately done by human beings with human needs and motivations. Cultural factors, listening skills, and collaborative team approaches matter as much as technical competence. "Remember, you spend a long time of your life at your job. And so, it's important that that contributes to your humanity and that your humanity contributes back." He encourages developers to remember their humanity throughout their careers, to contribute meaningfully to their teams and communities, and to avoid becoming caricatures of the latest corporate culture. "It's really important to remember that you're part of a group of human beings here. You don't want to be a Dilbert comic," he says, using the comic strip as a reference point for the dehumanized corporate worker trapped in absurd bureaucracy. On the importance of listening, Chris shares wisdom from a sign he saw years ago: "If God had intended man to speak more than he listened, he would have given him two mouths and one ear. Listen more, say less." When discussing custom solutions versus off-the-shelf tools, and after discussing how being familiar with algorithms allows you to blend approaches for better solutions, Chris delivers what became the title of the episode: "Basically, you know, if there's not something off the shelf that —  Don't be afraid to create!" This is a message that Chris encourages all developers to embrace because they have such advanced skills right at their fingertips. Advice for Students: Learning Then and Now That creation framework extends to Chris's advice to students learning software development. Students today face different challenges than he did decades ago. Chris compared his learning experience years ago with his daughter's more recent computer science education. Modern students learn differently through sophisticated IDEs that suggest improvements and refactor code automatically, while Chris and his colleagues back in the day learned using only a command line, a text editor, and a compiler. "The difference is really striking between the two because the only tool we had was the command line, the text editor, and the compiler," he says. Modern IDEs provide capabilities like automatic refactoring and code suggestions that fundamentally change what students focus on during their education. He notes that learning with modern tools creates almost a different world than learning in his era: "And so it was really almost learning a different discipline for her than it was for me." He advises students to try multiple approaches to problem-solving and to explore all their options to apply their technical skills in many diverse fields. "And I think if there's a lesson to be taken from that, sometimes it might be fun once you've learned how to do something in the IDEs to try and do it the old way and see what it's like just creating from nothing, you know, and starting out that way. And vice versa, guys like me that always insist on using VI at the command line, we should learn an IDE. It's time." Finally, Chris reflects on the value of learning multiple approaches to solving problems. This goes beyond just technical skills to understanding the problem itself more deeply: "I think learning several different ways to solve a problem ultimately teaches you more about the problem. And learning more about the problem, I think, teaches you a bit about yourself and how you go about solving things and your value to your organization." During the entire conversation on technology, Chris consistently wove in the human element. We are people, after all. We're just using digital tools to create.  Duke's Corner Java Podcast  https://dukescorner.libsyn.com/site   Jim Grisanzio, Host, Duke's Corner  https://x.com/jimgris | https://grisanzio.com/duke/  

In this episode of the Interventional Glaucoma Podcast, Prof. Gus Gazzard is joined by Prof. Cédric Schweitzer and Dr. Marc Töteberg-Harms to explore what the data tell us about interventional glaucoma. They discuss the robustness of Elios peer-reviewed evidence on efficacy, safety, and long-term outcomes, the crucial role of high-quality data in guiding everyday clinical decisions, and the continued commitment to ongoing research and future data collection in glaucoma care.   The ELIOS system (Bausch & Lomb) is manufactured by MLase GmbH, located at 82110 Germering, Industriestr. 17, Germany and by WEINERT Fiber Optics GmbH, Mittlere-Motsch-Strasse 26, 96515 Sonneberg, Germany.  ELIOS is CE marked for use in adult patients with glaucoma and is currently under investigational use in the US as part of an ongoing IDE study (FDA). The ExTra II (laser class 4) has the brand name ELIOS. The ExTra II is equivalent to ExTra and AIDA devices.  Find out more about ELIOS : http://bit.ly/4lWBJZ1

Topics covered in this episode: Deprecations via warnings docs PyAtlas: interactive map of the top 10,000 Python packages on PyPI. Buckaroo Extras Joke Watch on YouTube About the show 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: Deprecations via warnings Deprecations via warnings don't work for Python libraries Seth Larson How to encourage developers to fix Python warnings for deprecated features Ines Panker Michael #2: docs A collaborative note taking, wiki and documentation platform that scales. Built with Django and React. Made for self hosting Docs is the result of a joint effort led by the French

For years, building interactive widgets in Python notebooks meant wrestling with toolchains, platform quirks, and a mountain of JavaScript machinery. Most developers took one look and backed away slowly. Trevor Manz decided that barrier did not need to exist. His idea was simple: give Python users just enough JavaScript to unlock the web's interactivity, without dragging along the rest of the web ecosystem. That idea became anywidget, and it is quickly becoming the quiet connective tissue of modern interactive computing. Today we dig into how it works, why it has taken off, and how it might change the way we explore data. Episode sponsors Seer: AI Debugging, Code TALKPYTHON PyCharm, code STRONGER PYTHON Talk Python Courses Links from the show Trevor on GitHub: github.com anywidget GitHub: github.com Trevor's SciPy 2024 Talk: www.youtube.com Marimo GitHub: github.com Myst (Markdown docs): mystmd.org Altair: altair-viz.github.io DuckDB: duckdb.org Mosaic: uwdata.github.io ipywidgets: ipywidgets.readthedocs.io Tension between Web and Data Sci Graphic: blobs.talkpython.fm Quak: github.com Walk through building a widget: anywidget.dev Widget Gallery: anywidget.dev Video: How do I anywidget?: www.youtube.com PyCharm + PSF Fundraiser: pycharm-psf-2025 code STRONGER PYTHON Watch this episode on YouTube: youtube.com Episode #530 deep-dive: talkpython.fm/530 Episode transcripts: talkpython.fm Theme Song: Developer Rap

Nová epizóda video podcastu je o teste novej Kie K4, ktorá nahradila populárny Ceed, a o tom, ako autopredajcovia zvyšujú ceny jazdeniek zatajovaním opráv. Poradíme, ako tieto poškodenia odhaliť.Kia K4. Ide o nástupcu modelu Ceed, ktorý prichádza s cieľom pozdvihnúť segment kompaktov na vyššiu úroveň. Podarilo sa?Nový rodinný štandard?Kia K4 jasne signalizuje evolučný prerod. Je väčšia, pôsobí sebavedomejšie a celou svojou koncepciou sa približuje k vozidlám vyššej triedy. Jej línia s decentnou zadnou časťou a LED pásom ju vizuálne posúva skôr k menším fastbackom než k tradičným hatchbackom.Na test sme mali k dispozícii verziu Gold s benzínovým motorom 1.6 T-GDi, ktorá je zameraná na vyvážený pomer výkonu a spotreby, presne tak, ako to väčšina vodičov na bežných cestách potrebuje.V interiéri je jasné, že K4 cieli vyššie. Kabína je moderná a uprataná. Dominantou sú dva displeje fakticky spojené jedného panela. Grafika je čistá, reakcie svižné a ovládanie je logické.K4 však prekvapuje najmä v priestore. Vzadu je miesta nielen pre nohy, ale aj nad hlavou, čo vytvára vzdušnejší pocit, než by ste čakali od vozidla tejto triedy. Praktickosť podčiarkuje aj kufor s objemom 438 litrov, ktorý patrí medzi silné stránky modelu.Jazda a pohonMotor 1.6 T-GDi predstavuje ideálny stred. Ponúva dostatok sily na svižné zrýchlenie, predbiehanie aj na dlhé presuny. Jeho prejav je plynulý.Čo si vyžaduje zvyk, je 7-stupňová dvojspojková prevodovka. Najmä v nižších rýchlostiach pôsobí občas trochu neisto. Paradoxne, najplynulejšie a najkultivovanejšie sa auto správalo v režime Eco, kde prevodovka nepôsobila tak nervózne.Na ceste sa v K4 cítime stabilne. V zákrutách sa nenakláňa a drží stopu s istotou. Je to auto stavané na bezstarostné diaľničné presuny, kde pôsobí pokojne a bezpečne.Výrobca udáva kombinovanú spotrebu okolo 6,8 až 6,9 litra. V našom zmiešanom teste, ktorý zahŕňal všetky typy ciest, sa spotreba ustálila na 8,0 litra na 100 km. Pri plynulej jazde sme sa dostali na 7,4 l/100 km, čo nie je zlá hodnota, ale radšej by sme videli ešte nižšie čísla.Náš názor na Kiu K4 a jej cenyKia K4 vyrástla správnym smerom. Je to auto, ktoré je mimoriadne vyvážené a praktické. Ponúka priestor, moderné technológie a kultivovanú jazdu.Základná cena tohto nového modelu začína od 20 790 €, pričom testované vozidlo vo výbave Gold stojí 26 580 €. Pre porovnanie, stále aktuálny a skvelý odchádzajúci Ceed sa predáva ako nový už od 18 490 €. Nový model K4 je teda len o približne dvetisíc eur drahší.V ponuke je aj verzia s manuálnou 6-stupňovou prevodovkou s motorom 1.0 T-GDi s výkonom 84 kW. Vrcholná výbava GT Line s motorom 1.6 T-GDi s výkonom 132 kW a 7-stupňovým automatom je v predaji za akciových 31 590 €, čo je stále veľmi prijateľná cena na dnešné pomery. Model K4 nájdete v ponuke nových áut na portáli Autobazar.EU s cenami od 22 270 € vo výbave Silver.Každé druhé mladé auto má za sebou poškodenieSpoločnosť Cebia, ktorá sa detailne zaoberá preverovaním histórie vozidiel, sa pozrela na viac ako 52-tisíc áut vyrobených v rokoch 2021 až 2025, ktoré sa predávali na európskom trhu. Výsledky sú znepokojujúce: Viac ako 50% analyzovaných mladých áut (presne 50,93%) má za sebou škodovú udalosť. To znamená, že približne každé druhé vozidlo v ponuke bolo v minulosti poškodené. Priemerný počet poškodení na jedno vozidlo sa pohyboval na úrovni 1,62 škody.Všeobecne platí, že menšie poškodenia sú bežné bez ohľadu na pôvod vozidla. Avšak...

Íme pár újdonság, ami miatt érdemes kipróbálnod a Biznisz Boyz PRO-t még december 15. előtt: ⭐️ 2026 elejére már közzétettük az induló kurzusokat, és még nekem is elképesztően izgalmas a felhozatal: ▪️ AI kódolós eszközök használata programozói tudás nélkül;  ▪️ Román piacra lépés praktikái és tapasztalatai; ▪️ Short videó készítés;  ▪️ Social media best practices a gyakorlatban,  ▪️ Kockázati tőkés matek,  ▪️ Projektmenedzsment,  ▪️ AI-first cégvezetés... és ez még csak az a lista, amit most biztosan látok. Ezekről beszélek részletesen az adásban. ⭐️ A Tanuló Körök immár átlépnek teljesen Mastermind funkcióba és 5 téma köré szervezzük az összeset Így több idő jut mindenkinek az egyéni elakadásaira. A témák, amikben tartjuk a mastermindot minden hónapban: Ügyfélszerzés, AI + Automatizáció, Pénzügyek, Szervezetfejleszt és Vállalkozói önismeret. Pár elég fontos téma :) ⭐️ Idén már elindultak a rendszeres hanganyagok tőlem, amik könnyen, gyorsan fogyasztható üzleti tanácsok, felismerések. Ezeket azért fejlesztettem ki, hogy ne kelljen megvárni egy rendes Biznisz Boyz adást, egyből meg tudjam osztani Veletek a tanulságaimat. A legutóbbi két anyagban a kereskedelmi marketingről beszéltem. Ide beteszem őket ingyen, hogy lásd, mi ez a formátum: "Ne engedd még el az évet! Gondolkodj jó kereskedőként és maxold ki a decembert!" https://share.transistor.fm/e/433ae0a6 "Nagy márkák kereskedelmi marketing praktikái, amiket egy KKV és egy egyéni vállalkozó is kipróbálhat:" https://share.transistor.fm/e/818adc2c ⭐️ Megújult a BB PRO Könyvtár felülete, hogy könnyebb legyen tájékozódni. Ha rég jártál nálunk, nézz körül, ilyen lett a könyvtár főoldala: https://bbpro.hu/bb-pro-konyvtar/ Most 790 Ft-ért benézhetsz 7 napra, az éves csomaghoz pedig évindító konzultációt kapsz velem! December 15. 20:00-ig tudsz csatlakozni a nagy jövő évi áremelés előtt. » https://bbpro.hu

This week in our technical segment, you will learn how to build a MITM proxy device using Kali Linux, some custom scripts, and a Raspberry PI! In the security news: Hacking Smart BBQ Probes China uses us as a proxy LOLPROX and living off the Hypervisor Are we overreating to React4Shell? Prolific Spyware vendors EDR evaluations and tin foil hats Compiling to Bash! How e-waste became a conference badge Overflows via underflows and reporting to CERT Users are using AI to complete mandatory infosec training! AI in your IDE is not a good idea Cybercrime is on the rise, and its the kids AI can replace humans in power plants Will AI prompt injection ever go away? To use a VPN or to not use a VPN, that is the question Visit https://www.securityweekly.com/psw for all the latest episodes! Show Notes: https://securityweekly.com/psw-904

This week in our technical segment, you will learn how to build a MITM proxy device using Kali Linux, some custom scripts, and a Raspberry PI! In the security news: Hacking Smart BBQ Probes China uses us as a proxy LOLPROX and living off the Hypervisor Are we overreating to React4Shell? Prolific Spyware vendors EDR evaluations and tin foil hats Compiling to Bash! How e-waste became a conference badge Overflows via underflows and reporting to CERT Users are using AI to complete mandatory infosec training! AI in your IDE is not a good idea Cybercrime is on the rise, and its the kids AI can replace humans in power plants Will AI prompt injection ever go away? To use a VPN or to not use a VPN, that is the question Show Notes: https://securityweekly.com/psw-904

This week in our technical segment, you will learn how to build a MITM proxy device using Kali Linux, some custom scripts, and a Raspberry PI! In the security news: Hacking Smart BBQ Probes China uses us as a proxy LOLPROX and living off the Hypervisor Are we overreating to React4Shell? Prolific Spyware vendors EDR evaluations and tin foil hats Compiling to Bash! How e-waste became a conference badge Overflows via underflows and reporting to CERT Users are using AI to complete mandatory infosec training! AI in your IDE is not a good idea Cybercrime is on the rise, and its the kids AI can replace humans in power plants Will AI prompt injection ever go away? To use a VPN or to not use a VPN, that is the question Visit https://www.securityweekly.com/psw for all the latest episodes! Show Notes: https://securityweekly.com/psw-904

This week in our technical segment, you will learn how to build a MITM proxy device using Kali Linux, some custom scripts, and a Raspberry PI! In the security news: Hacking Smart BBQ Probes China uses us as a proxy LOLPROX and living off the Hypervisor Are we overreating to React4Shell? Prolific Spyware vendors EDR evaluations and tin foil hats Compiling to Bash! How e-waste became a conference badge Overflows via underflows and reporting to CERT Users are using AI to complete mandatory infosec training! AI in your IDE is not a good idea Cybercrime is on the rise, and its the kids AI can replace humans in power plants Will AI prompt injection ever go away? To use a VPN or to not use a VPN, that is the question Show Notes: https://securityweekly.com/psw-904

Santo Espírito (parte 17) - Gabriel Manzoni by IDE

Hypotéza 39: Skutočný kresťan by si nemal dôverovať, ale mal by veriť, že skrze svojho duchovného otca je spasený a uschopnený konať všetko dobro; a mal by vzývať modlitby svojho starca, pretože majú veľkú moc. Hypotéza 40: Aby človek nevychádzal ľahko z monastiera v ktorom pred Bohom sľúbil, že tam zostane až do konca svojho života; pretože otcovia ani nevychádzali zo svojich ciel, v ktorých našli veľký úžitok. Filokalia Live - pravidelné online formačné stretnutia. Zámerom je spoznávanie a osvojovanie umenia duchovného života štúdiom učenia svätých otcov. Štvrtkové stretnutia sú venované uvažovaniu nad dielom Evergetinos. Ide o rozsiahlu zbierku výrokov a krátkych príbehov zo života púštnych otcov, ktorá bola zostavená mníchom Pavlom v 11. storočí. Každá kapitola dáva dôkladné vysvetlenie predstavenej témy a postupne čitateľa sprevádza od položenia základných kameňov duchovného život až po jeho výšiny. Stretnutia sa konajú každý pondelok a štvrtok o 20.00 hod. V prípade záujmu sa môžete zaregistrovať a e-mailom Vám bude zaslaný link pre vstup na stretnutie.  

Topics covered in this episode: PEP 798: Unpacking in Comprehensions Pandas 3.0.0rc0 typos A couple testing topics 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: PEP 798: Unpacking in Comprehensions After careful deliberation, the Python Steering Council is pleased to accept PEP 798 – Unpacking in Comprehensions. Examples [*it for it in its] # list with the concatenation of iterables in 'its' {*it for it in its} # set with the union of iterables in 'its' {**d for d in dicts} # dict with the combination of dicts in 'dicts' (*it for it in its) # generator of the concatenation of iterables in 'its' Also: The Steering Council is happy to unanimously accept “PEP 810, Explicit lazy imports” Brian #2: Pandas 3.0.0rc0 Pandas 3.0.0 will be released soon, and we're on Release candidate 0 Here's What's new in Pands 3.0.0 Dedicated string data type by default Inferred by default for string data (instead of object dtype) The str dtype can only hold strings (or missing values), in contrast to object dtype. (setitem with non string fails) The missing value sentinel is always NaN (np.nan) and follows the same missing value semantics as the other default dtypes. Copy-on-Write The result of any indexing operation (subsetting a DataFrame or Series in any way, i.e. including accessing a DataFrame column as a Series) or any method returning a new DataFrame or Series, always behaves as if it were a copy in terms of user API. As a consequence, if you want to modify an object (DataFrame or Series), the only way to do this is to directly modify that object itself. pd.col syntax can now be used in DataFrame.assign() and DataFrame.loc() You can now do this: df.assign(c = pd.col('a') + pd.col('b')) New Deprecation Policy Plus more - Michael #3: typos You've heard about codespell … what about typos? VSCode extension and OpenVSX extension. From Sky Kasko: Like codespell, typos checks for known misspellings instead of only allowing words from a dictionary. But typos has some extra features I really appreciate, like finding spelling mistakes inside snake_case or camelCase words. For example, if you have the line: *connecton_string = "sqlite:///my.db"* codespell won't find the misspelling, but typos will. It gave me the output: *error: `connecton` should be `connection`, `connector` ╭▸ ./main.py:1:1 │1 │ connecton_string = "sqlite:///my.db" ╰╴━━━━━━━━━* But the main advantage for me is that typos has an LSP that supports editor integrations like a VS Code extension. As far as I can tell, codespell doesn't support editor integration. (Note that the popular Code Spell Checker VS Code extension is an unrelated project that uses a traditional dictionary approach.) For more on the differences between codespell and typos, here's a comparison table I found in the typos repo: https://github.com/crate-ci/typos/blob/master/docs/comparison.md By the way, though it's not mentioned in the installation instructions, typos is published on PyPI and can be installed with uv tool install typos, for example. That said, I don't bother installing it, I just use the VS Code extension and run it as a pre-commit hook. (By the way, I'm using prek instead of pre-commit now; thanks for the tip on episode #448!) It looks like typos also publishes a GitHub action, though I haven't used it. Brian #4: A couple testing topics slowlify suggested by Brian Skinn Simulate slow, overloaded, or resource-constrained machines to reproduce CI failures and hunt flaky tests. Requires Linux with cgroups v2 Why your mock breaks later Ned Badthelder Ned's taught us before to “Mock where the object is used, not where it's defined.” To be more explicit, but probably more confusing to mock-newbies, “don't mock things that get imported, mock the object in the file it got imported to.” See? That's probably worse. Anyway, read Ned's post. If my project myproduct has user.py that uses the system builtin open() and we want to patch it: DONT DO THIS: @patch("builtins.open") This patches open() for the whole system DO THIS: @patch("myproduct.user.open") This patches open() for just the user.py file, which is what we want Apparently this issue is common and is mucking up using coverage.py Extras Brian: The Rise and Rise of FastAPI - mini documentary “Building on Lean” chapter of LeanTDD is out The next chapter I'm working on is “Finding Waste in TDD” Notes to delete before end of show: I'm not on track for an end of year completion of the first pass, so pushing goal to 1/31/26 As requested by a reader, I'm releasing both the full-so-far versions and most-recent-chapter Michael: My Vanishing Gradient's episode is out Django 6 is out Joke: tabloid - A minimal programming language inspired by clickbait headlines

Bývalý predseda SaS a dnes čestný predseda strany Richard Sulík v relácii Ide o pravdu prehovoril o svojom odchode z politiky, vzťahoch v strane, sporoch s nástupcom Branislavom Gröhlingom, o možnom návrate aj o kontroverziách, ktoré ho sprevádzali.

Psychológovia naozaj hovoria, že ak máme málo peňazí, máme sklony robiť hlúpe rozhodnutia. Ako nepodliehať tlaku vianočného nakupovania a ako sa stať sebavedomejším zákazníkom, ktorý nakupuje šetrí a rozhoduje sa lepšie? V podcaste sa dozviete: Čo s nami robí vianočná reklama a ako prekonať pocit, že musíme nakupovať draho? Ako "vycvičiť" náš mozog, aby nepodliehal tlaku akcií typu Black Friday? Prečo šetríme na maličkostiach, no utekajú nám stovky eur na veľkých poplatkoch? Aké sú najväčšie chyby v rozhodovaní pri finančnej úzkosti? Ako rozpoznať triky predajcov, nenápadné frázy a hlavný znak neférovej hry, aby ste si udržali kontrolu nad peňaženkou? Čo musíte vedieť, kým poviete "áno" zložitému produktu ako hypotéka či poistenie? Aký je najlepší prvý krok, ak chcete začať investovať alebo zmeniť banku? V relácii Ide o peniaze odpovedá Matej Šucha, riaditeľ spoločnosti Mindworx.

Santo Espírito (parte 16) - Gabriel Manzoni by IDE

Koalícia na poslednú chvíľu mení stratégiu. Poslanci Hlasu predložili pozmeňujúci návrh, ktorým zo zákona o zrušení Úradu na ochranu oznamovateľov vypúšťajú niektoré časti sporného zákona. Ide napríklad o možnosť zamestnávateľa každých šesť mesiacov preskúmavať ochranu oznamovateľa.Dôvodom je tlak z Bruselu. „Chcela by som požiadať o potlesk pre stranu Hlas, ktorá nás zachránila pred infringementom proti vlastnému návrhu zákona,“ reagovala v parlamente poslankyňa PS Zuzana Števulová.Napriek ústupkom podstata zákona zostáva: súčasný úrad sa ruší a predsedníčka Zuzana Dlugošová vo funkcii končí. Nového dočasného šéfa vyberie priamo predseda parlamentu Richard Raši. Podľa Števulovej tento manéver „obnažil na kosť“ skutočné úmysly koalície – zbaviť sa nepohodlného vedenia a ovládnuť inštitúciu.V dnešnom podcaste budete počuť reakciu poslanca Hlasu Michala Barteka aj rozhovor s poslankyňou Zuzanou Števulovou.

A lot of people building software today never took the traditional CS path. They arrived through curiosity, a job that needed automating, or a late-night itch to make something work. This week, David Kopec joins me to talk about rebuilding computer science for exactly those folks, the ones who learned to program first and are now ready to understand the deeper ideas that power the tools they use every day. Episode sponsors Sentry Error Monitoring, Code TALKPYTHON NordStellar Talk Python Courses Links from the show David Kopec: davekopec.com Classic Computer Science Book: amazon.com Computer Science from Scratch Book: computersciencefromscratch.com Computer Science from Scratch at NoStartch (CSFS30 for 30% off): nostarch.com Watch this episode on YouTube: youtube.com Episode #529 deep-dive: talkpython.fm/529 Episode transcripts: talkpython.fm Theme Song: Developer Rap

We often look for ways to reduce the load on our brains, seeking shortcuts and optimizations to get ahead. Sometimes this works, reinforcing the belief that we can hack our way around every problem. However, this episode addresses the truth that many fundamental aspects of your career require something difficult, messy, slow, or inefficient, demanding deep thought and repeated failure.This episode details the difficult truths about facing the most essential challenges in your career:Understand the Hard Path: Recognize that many aspects of your career, skill set, relationships, and hobbies require something difficult, messy, slow, or inefficient, demanding deep thought and repeated failure.Identify Your Primary Obstacles: Pinpoint the hard things you are procrastinating on, such as developing essential domain knowledge, deepening relationships with crucial co-workers or your manager, or getting the necessary "reps" of difficult building and practice.The Path to Mastery: Realize that becoming a great engineer (e.g., a great Python developer) is achieved not by reading books or finding perfect tools, but by building things over and over. This practice includes receiving feedback from peers and applying what you learn under challenge.The Pain of Decision: Explore why it is difficult to even decide to do a hard thing. By committing to the challenging path, you are choosing to cut off your optionality and giving up the hope of finding an easier, lower-investment alternative.Sustaining Commitment: Understand that initial motivation or an energetic feeling will not carry you through the obstacle when the development process becomes awkward, slow, or frustrating. Staying committed requires reinforcing your core underlying reason for doing the hard work.The Reward: Recognize that if you successfully address the hard thing you know needs doing, everything else in your life and career becomes easier.

Nathan Sobo has spent nearly two decades pursuing one goal: building an IDE that combines the power of full-featured tools like JetBrains with the responsiveness of lightweight editors like Vim. After hitting the performance ceiling with web-based Atom, he founded Zed and rebuilt from scratch in Rust with GPU-accelerated rendering. Now with 170,000 active developers, Zed is positioned at the intersection of human and AI collaboration. Nathan discusses the Agent Client Protocol that makes Zed "Switzerland" for different AI coding agents, and his vision for fine-grained edit tracking that enables permanent, contextual conversations anchored directly to code—a collaborative layer that asynchronous git-based workflows can't provide. Nathan argues that despite terminal-based AI coding tools visual interfaces for code aren't going anywhere, and that source code is a language designed for humans to read, not just machines to execute. Hosted by Sonya Huang and Pat Grady, Sequoia Capital

Topics covered in this episode: Advent of Code starts today Django 6 is coming Advanced, Overlooked Python Typing codespell 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. Brian #1: Advent of Code starts today A few changes, like 12 days this year, which honestly, I'm grateful for. See also: elf: Advent of Code CLI helper for Python Michael #2: Django 6 is coming Expected December 2025 Django 6.0 supports Python 3.12, 3.13, and 3.14 Built-in support for the Content Security Policy (CSP) standard is now available, making it easier to protect web applications against content injection attacks such as cross-site scripting (XSS). The Django Template Language now supports template partials, making it easier to encapsulate and reuse small named fragments within a template file. Django now includes a built-in Tasks framework for running code outside the HTTP request–response cycle. This enables offloading work, such as sending emails or processing data, to background workers. Email handling in Django now uses Python's modern email API, introduced in Python 3.6. This API, centered around the email.message.EmailMessage class Brian #3: Advanced, Overlooked Python Typing get_args, TypeGuard, TypeIs, and more goodies Michael #4: codespell Learned from this PR for the Talk Python book. Fix common misspellings in text files. It's designed primarily for checking misspelled words in source code (backslash escapes are skipped), but it can be used with other files as well. It does not check for word membership in a complete dictionary, but instead looks for a set of common misspellings. Therefore it should catch errors like "adn", but it will not catch "adnasdfasdf". It shouldn't generate false-positives when you use a niche term it doesn't know about. Extras Brian: Is mkdocs maintained? Hatch 1.16 Michael: Follow up on tach from Gerben Dekker: tach has been unmaintained for a bit but is not anymore. It was the main product from Gauge which is a Y combinator startup that pivoted to something unrelated and abandoned tach. However, https://github.com/DetachHead forked it but now got access to the main repo and has committed to maintaining it. ruff analyze graph is fully independent of tach - we actually started to look into alternatives for tach when it became unmaintained and then found ruff analyze graph. For our use case, with just a bit of manipulation on top of ruff analyze graph we replaced our use of deptry (which was slower - and I try to be careful depending on one-man projects). A Review of Michael Kennedy's book, “Talk Python in Production” - Thanks Doug Joke: NoaaS

On this episode I sit down with indie app builder and designer Chris ****Raroque to walk through his real AI coding workflow. Chris explains how he ships a portfolio of productivity apps doing thousands in MRR by pairing Claude Code and Cursor instead of picking just one tool. He live-demos “vibe coding” an iOS animation, then compares how Claude Code and Cursor's plan mode tackle the same task. The episode closes with concrete tips on plan mode, MCP servers, AI code review, dictation, and deep research so solo devs can build bigger apps than they could alone. Timestamps 00:00 – Intro 03:04 – Which Tools & Models to Use 09:16 – Thoughts on the Vibe Coding Mobile App Landscape 11:14 – Live demo: prompting Claude Code to build an iOS “AI searching” animation 18:07 – Live demo: prompting Cursor with same task 21:02 – Chris's Best Tips for Vibe Coders Key Points You don't have to pick one IDE copilot: Chris actively switches between Claude Code and Cursor because they have different strengths. For very complex bug-hunting, he prefers Cursor with plan mode; for big-picture app architecture, he leans on Claude Code with Opus. Non-developers should start on higher-level “vibe coding” platforms like Create Anything for mobile apps before graduating to Claude/Cursor. Plan mode plus detailed, spoken prompts dramatically improves code quality, especially for UI and animation work. MCP servers and AI code review bots let solo developers safely set up infra, enforce security, and catch bugs they'd otherwise miss. Claude's deep research is a powerful way to choose the right patterns and libraries before handing implementation back to Claude Code or Cursor. The #1 tool to find startup ideas/trends - https://www.ideabrowser.com LCA helps Fortune 500s and fast-growing startups build their future - from Warner Music to Fortnite to Dropbox. We turn 'what if' into reality with AI, apps, and next-gen products https://latecheckout.agency/ The Vibe Marketer - Resources for people into vibe marketing/marketing with AI: thevibemarketer.com Startup Empire - get your free builders toolkit to build cashflowing business - https://startup-ideas-pod.link/startup-empire-toolkit Become a member - https://startup-ideas-pod.link/startup-empire FIND ME ON SOCIAL X/Twitter: https://twitter.com/gregisenberg Instagram: https://instagram.com/gregisenberg/ LinkedIn: https://www.linkedin.com/in/gisenberg/ FIND CHRIS ON SOCIAL Youtube: https://www.youtube.com/@raroque X/Twitter: https://x.com/raroque Instagram: https://www.instagram.com/chris.raroque/

In this episode, I'm talking with Vincent Warmerdam about treating LLMs as just another API in your Python app, with clear boundaries, small focused endpoints, and good monitoring. We'll dig into patterns for wrapping these calls, caching and inspecting responses, and deciding where an LLM API actually earns its keep in your architecture. Episode sponsors Seer: AI Debugging, Code TALKPYTHON NordStellar Talk Python Courses Links from the show Vincent on X: @fishnets88 Vincent on Mastodon: @koaning LLM Building Blocks for Python Co-urse: training.talkpython.fm Top Talk Python Episodes of 2024: talkpython.fm LLM Usage - Datasette: llm.datasette.io DiskCache - Disk Backed Cache (Documentation): grantjenks.com smartfunc - Turn docstrings into LLM-functions: github.com Ollama: ollama.com LM Studio - Local AI: lmstudio.ai marimo - A Next-Generation Python Notebook: marimo.io Pydantic: pydantic.dev Instructor - Complex Schemas & Validation (Python): python.useinstructor.com Diving into PydanticAI with marimo: youtube.com Cline - AI Coding Agent: cline.bot OpenRouter - The Unified Interface For LLMs: openrouter.ai Leafcloud: leaf.cloud OpenAI looks for its "Google Chrome" moment with new Atlas web browser: arstechnica.com Watch this episode on YouTube: youtube.com Episode #528 deep-dive: talkpython.fm/528 Episode transcripts: talkpython.fm Theme Song: Developer Rap

"Porque, assim como desce a chuva e a neve dos céus, e para lá não tornam, mas regam a terra, e a fazem produzir, e brotar, e dar semente ao semeador, e pão ao que come, Assim será a Minha Palavra, que sair da Minha boca; Ela não voltará para Mim vazia, antes fará o que Me apraz, e prosperará naquilo para que a enviei." Isaías 55:10-11"E disse-lhes: Ide por todo o mundo, pregai o Evangelho a toda criatura. Quem crer e for batizado será salvo; mas quem não crer será condenado." Marcos 16:15-16

Oznamovateľom korupcie ide veľakrát o živobytie, do problematickej situácie sa môže dostať aj ich rodina a nekončiaci pocit neistoty im je veľakrát odplatou za to, že zachránili peniaze daňových poplatníkov či súkromníkov. Ich ochrana teraz visí na vlásku, pretože vláda aj parlament prišli s návrhmi, ktoré rušia Úrad na ochranu oznamovateľov a nahrádzajú ho novým - Úradom na ochranu obetí trestných činov a oznamovateľov protispoločenskej činnosti. Skrátené legislatívne konanie, ako aj navrhované zmeny vzbudzujú veľké obavy o jeho nezávislosť a takisto nikto riadne nevysvetlil, prečo treba pôvodný úrad vôbec rušiť. Ide o čurillovcov? O pokuty pre ministra vnútra? Alebo nezáujem o nahlasovanie korupcie vo všeobecnosti? Aj to sa Nikola Šuliková Bajánová pýta výkonnej riaditeľky Via Iuris Kataríny Batkovej. Zdroje zvukov: TA3 Odporúčanie Blížia sa sviatky a pre mnohých to znamená trávenie času s blízkymi. Ruku na srdce, nie pre každého sú to príjemne pokojné a radostne strávené chvíle. Práve preto prichádza ten správny čas pripomenúť si starší text od Jancee Dunnovej pre NY Times, v ktorom so svojimi respondentmi, medzi nimi aj bývalým šéfom jednotky krízového vyjednávania v FBI, rozoberá, ako rozptýliť dusnú atmosféru počas rodinných stretnutí. Základné rady sa dajú zhrnúť takto: nepovzbudzujte, parafrázujte, označujte pocity, zrkadlite, pýtajte sa otvorené otázky, komunikujte cez „ja“, nechajte vyznieť ticho. – Všetky podcasty denníka SME nájdete na⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠sme.sk/podcasty⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ – Odoberajte aj audio verziu denného newslettra⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ SME.sk⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ s najdôležitejšími správami na⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠sme.sk/brifing⁠⁠⁠See omnystudio.com/listener for privacy information.

Panelists: Paul Hagstrom (hosting), Quinn Dunki, Jack Nutting, and Blake Patterson Topic: 1986 IDE, IMAP, IIGS, and even some other things that do not begin with “I” were introduced in 1986. Topic/Feedback links: Retro Computing News: Vintage Computer(-related) commercials: Retro Computing Gift Idea: Auction Picks: Closing notes: Other ways to experience this episode: Feedback/Discussion: Intro … Continue reading RCR Episode 286: Somehow all Myst →

Topics covered in this episode: PEP 814 – Add frozendict built-in type From Material for MkDocs to Zensical Tach Some Python Speedups in 3.15 and 3.16 Extras Joke 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 #0: Black Friday is on at Talk Python What's on offer: An AI course mini bundle (22% off) 20% off our entire library via the Everything Bundle (what's that? ;) ) The new Talk Python in Production book (25% off) Brian: This is peer pressure in action 20% off The Complete pytest Course bundle (use code BLACKFRIDAY) through November or use save50 for 50% off, your choice. Python Testing with pytest, 2nd edition, eBook (50% off with code save50) also through November I would have picked 20%, but it's a PragProg wide thing Michael #1: PEP 814 – Add frozendict built-in type by Victor Stinner & Donghee Na A new public immutable type frozendict is added to the builtins module. We expect frozendict to be safe by design, as it prevents any unintended modifications. This addition benefits not only CPython's standard library, but also third-party maintainers who can take advantage of a reliable, immutable dictionary type. To add to existing frozen types in Python. Brian #2: From Material for MkDocs to Zensical Suggested by John Hagen A lot of people, me included, use Material for MkDocs as our MkDocs theme for both personal and professional projects, and in-house docs. This plugin for MkDocs is now in maintenance mode The development team is switching to working on Zensical, a static site generator to overcome some technical limitations with MkDocs. There's a series of posts about the transition and reasoning Transforming Material for MkDocs Zensical – A modern static site generator built by the creators of Material for MkDocs Material for MkDocs Insiders – Now free for everyone Goodbye, GitHub Discussions Material for MkDocs still around, but in maintenance mode all insider features now available to everyone Zensical is / will be compatible with Material for Mkdocs, can natively read mkdocs.yml, to assist with the transition Open Source, MIT license funded by an offering for professional users: Zensical Spark Michael #3: Tach Keep the streak: pip deps with uv + tach From Gerben Decker We needed some more control over linting our dependency structure, both internal and external. We use tach (which you covered before IIRC), but also some home built linting rules for our specific structure. These are extremely easy to build using an underused feature of ruff: "uv run ruff analyze graph --python python_exe_path .". Example from an app I'm working on (shhhhh not yet announced!) Brian #4: Some Python Speedups in 3.15 and 3.16 A Plan for 5-10%* Faster Free-Threaded JIT by Python 3.16 5% faster by 3.15 and 10% faster by 3.16 Decompression is up to 30% faster in CPython 3.15 Extras Brian: LeanTDD book issue tracker Michael: No. 4 for dependencies: Inverted dep trees from Bob Belderbos Joke: git pull inception

This episode covers: • Nano CBD Pain Relief Without Cognitive Side Effects A new nano-micelle formulation of CBD called CBD-IN delivers fast, non-addictive pain relief in mice without memory issues, motor impairment or the usual cannabinoid “fog.” Because it crosses the blood brain barrier and directly targets hyperactive pain circuits, it sidesteps many opioid-type drawbacks. Dave explains why precision-designed cannabinoids could reshape chronic pain treatment and longevity support. Source: https://www.sciencedaily.com/releases/2025/11/251117095652.htm • Moderate Calorie Restriction Slows Biological Aging A long-term trial from the National Institute on Aging found that cutting calories by about 12% over two years slowed the pace of aging — measured by methylation clocks and metabolic markers — in lean and mildly overweight adults alike. Dave breaks down why small, manageable dietary tweaks can deliver big longevity gains, without crash dieting or extreme fasting. Source: https://www.nia.nih.gov/news/cutting-calories-may-slow-pace-aging-healthy-adults • FDA Approves AI-Guided Robotic Surgery Trials for Alzheimer's The U.S. Food and Drug Administration (FDA) has granted IDE approval for the first robotic microsurgical study targeting early stage Alzheimer's disease using AI and deep imaging. The trial uses adaptive robotics to target deep brain lymphatic pathways, potentially clearing amyloid/tau deposits with surgical precision. Dave explains why this signals a new era in neurodegeneration – moving from drug-only to machine-assisted brain repair. Source: https://www.mmimicro.com/ide-approval-for-first-robotic-microsurgery-alzheimers-study/ • Antibiotic Reprograms Gut Bacteria to Produce Anti-Aging Molecules Researchers demonstrated that the veterinary antibiotic cephaloridine can reprogram gut microbes to secrete colanic acid — a molecule linked to better mitochondrial health, reduced gut permeability and improved cholesterol/insulin balance in mice. Dave explores how this could evolve into a pipeline of engineered probiotics that act as internal “longevity factories.” Source: https://newatlas.com/aging/antibiotic-longevity-microbiome/ (link remains unchanged) • Klotho: The Longevity Protein Nears Clinical Reality The longevity protein Klotho, known for clearing toxic by-products, calming inflammation and protecting brain/organ networks, is now advancing toward human trials via injectables, oral formats and gene therapy. Dave explains why Klotho is shaping up as a foundational target for next-gen age-reversal strategies and stacking protocols. Source: https://investingnews.com/longevity-focused-health-fueling-u-s-anti-aging-products-market-projected-to-reach-27-billion-by-2033/ (link remains unchanged) All source links provided for easy reference to the original reporting and research above. This episode is essential listening for fans of biohacking, human performance, functional medicine and longevity who want practical tools from Host ­Dave Asprey and the latest breakthroughs shaping the future of health. Dave Asprey is a four-time New York Times bestselling author, founder of Bulletproof Coffee, and the father of biohacking. With over 1,000 interviews and 1 million monthly listeners, The Human Upgrade gives you the knowledge to take control of your biology, extend your longevity, and optimize every system in your body and mind. Each episode delivers cutting-edge insights in health, performance, neuroscience, supplements, nutrition, biohacking, emotional intelligence and conscious living. New episodes are released every Tuesday, Thursday, Friday (audio only) and Sunday (BONUS). Dave asks the questions no one else will and gives you real tools to become stronger, smarter, and more resilient. Keywords: nano CBD, CBD-IN, pain relief research, non opioid pain therapies, chronic pain and aging, caloric restriction aging, methylation clocks, metabolic resilience, AI robotics, Alzheimer's microsurgery, neurotech advancement, microbiome engineering, colanic acid, longevity probiotics, mitochondrial support, Klotho protein, anti aging gene therapy, cellular rejuvenation, longevity news, biohacking updates Thank you to our sponsors! LYMA | Go to https://lyma.sjv.io/gOQ545 and use code DAVE10 for 10% off the LYMA Laser. Vibrant Blue Oils | Grab a full-size bottle for over 50% off at https://vibrantblueoils.com/dave. Resources: • Subscribe to my weekly newsletter: https://substack.daveasprey.com/welcome • Danger Coffee: https://dangercoffee.com/discount/dave15 • My Daily Supplements: SuppGrade Labs (15% Off) • Favorite Blue Light Blocking Glasses: TrueDark (15% Off) • Dave Asprey's BEYOND Conference: https://beyondconference.com • Dave Asprey's New Book – Heavily Meditated: https://daveasprey.com/heavily-meditated • Upgrade Collective: https://www.ourupgradecollective.com • Upgrade Labs: https://upgradelabs.com • 40 Years of Zen: https://40yearsofzen.com Timestamps: 0:00 — Intro 0:19 — Story 1: Nano CBD for Pain Relief 1:53 — Story 2: Caloric Restriction and Aging 3:20 — Story 3: AI Robotic Surgery for Alzheimer's 4:50 — Story 4: Microbiome Reprogramming 6:05 — Substack Announcement 7:04 — Story 5: Klotho Longevity Protein 8:39 — Weekly Homework 9:31 — Outro See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

You ever see a new AI model drop and be like.... it's so good OMG how do I use it?

Gemini 3 is officially here. ✨ ✨ ✨For about 8 months, Gemini 2.5 Pro has mostly maintained its standing as the top LLM in the world yet Google just unleashed its successor in Gemini 3.0. So, what's new in Gemini 3? And whether you're a developer or casual user, what does Google's new model unlock? Join us as we chat with Google's Logan Kilpatrick's for all the answers. Gemini 3: What's new and what it unlocks for your business with -- An Everyday AI Chat with Google DeepMind's Logan Kilpatrick and Jordan WilsonNewsletter: Sign up for our free daily newsletterMore on this Episode: Episode PageJoin the discussion: Thoughts on this? Join the convo and connect with other AI leaders on LinkedIn.Upcoming Episodes: Check out the upcoming Everyday AI Livestream lineupWebsite: YourEverydayAI.comEmail The Show: info@youreverydayai.comConnect with Jordan on LinkedInTopics Covered in This Episode:Gemini 3 Release Overview & FeaturesState-of-the-Art AI Benchmarks ExceededGemini 3 in Google Ecosystem ProductsGemini 3 Vibe Coding Capabilities DemoNon-Developer Use Cases for Gemini 3Multimodal Understanding and VisualizationsAgentic AI Tools: Gemini Agent & Anti GravityBusiness Growth with Gemini 3 AI IntegrationTimestamps:00:00 Gemini 3: State-of-the-Art AI05:59 "Gemini 3: Build Ambitiously"08:16 "AI Studio: Bringing Ideas Alive"12:44 Gemini App Agents & Anti-Gravity14:57 "Enhancing AI as a Thought Partner"17:01 AI Studio: Build Apps FasterKeywords:Gemini 3, Gemini 3 Pro, Google AI, AI Studio, Vibe Coding, multimodal model, agentic coding, tool calling, anti gravity, generative interfaces, Gemini app, APIs, AI capabilities, interactive experience, visual dashboard, bespoke visualization, state-of-the-art model, developer platform, agentic developer tools, benchmark results, code editor, IDE integration, product experiences, infrastructure teams, triage inbox, personal assistant, proactive agents, 2.5 Pro, model capability, product feedback, code generation, gallery applets, build mode, ambition in AI, software engineering, feature enhancement, thought partner, AI-powered building, on demand experience, interactive visualizations, coding advancements, user engagement, real-time rollout.Send Everyday AI and Jordan a text message. (We can't reply back unless you leave contact info) Head to AI.studio/build to create your first app.  Head to AI.studio/build to create your first app. 

Topics covered in this episode: Possibility of a new website for Django aiosqlitepool deptry browsr 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. Brian #1: Possibility of a new website for Django Current Django site: djangoproject.com Adam Hill's in progress redesign idea: django-homepage.adamghill.com Commentary in the Want to work on a homepage site redesign? discussion Michael #2: aiosqlitepool