Podcasts about IDE

Hypotéza 38: Ako Božia milosť často učí tých, ktorí sa o seba starajú a zverujú sa do jeho prozreteľnosti, ktorá ich vedie prostredníctvom jednoduchých ľudí a cudzincov; pokorní sa neodmietajú učiť od každého, koho môžu stretnúť.   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.  

Ryan Carson (ex-Treehouse, Intel; now Builder-in-Residence at Sourcegraph's AMP) shares his origin story and a practical playbook for shipping software with AI agents. We cover why “tokens aren't cheap,” how AMP made pro-level coding free via developer ads, a concrete workflow (PRD → atomic dev tasks → agent execution with self-tests), and why managers should spend time as ICs “managing AI.” We close with advice for raising AI-native kids and a perspective on this moment in tech (think integrated circuit–level shift).Timestamps00:00 – The beginning of intelligence: how LLMs changed Ryan's view of computing00:23 – Apple IIe → Turbo Pascal → Computer Science: the maker bug bites03:20 – DropSend: early SaaS, Dropbox name clash, first acquisition04:30 – Treehouse: teaching coding without a CS degree; $20M raised, acquired in 202105:02 – The “bigger than a computer” moment: discovering LLMs06:15 – Joining Intel: learning GPUs and the scale of silicon (“my adult internship”)07:09 – Building an AI divorce assistant → joining AMP as Builder-in-Residence09:38 – AMP vs ChatGPT/Claude/Cursor: agentic coding with contextual developer ads11:09 – Token economics: why AI isn't really cheap17:27 – Frontier vs Flash models (Sonnet 4.5 vs Gemini 2.5) — how costs scale21:31 – Private startup: vertical AI for specialized domains22:36 – The new wave of small, vertical AI businesses23:01 – Live demo: building a news app end-to-end with AMP28:18 – How to plan like a pro: write the PRD before you build30:02 – “Outsource the work, not your thinking.”32:28 – Turning PRDs into atomic tasks (1.0, 1.1…)35:50 – Competing in an AI world = planning well36:28 – Managers should schedule IC time to “manage AI”37:14 – Designing feedback loops so agents can test themselves39:47 – “AI lied to me”: why verifiable tests matter41:11 – Raising AI-native kids: build trust, context, and agency43:59 – “We're living in the integrated circuit moment of intelligence.”Tools & Technologies MentionedAMP (Sourcegraph) – Agentic coding tool/IDE copilot that plans, edits, and ships code. Now offers a high-end, ad-supported free tier; ads are contextual for developers and don't influence code outputs.Sourcegraph (Code Search) – Parent company; enterprise code intelligence/search.ChatGPT / Claude – General-purpose LLM assistants commonly used alongside coding agents.Cursor / Windsurf – AI-first code editors that integrate LLMs for completion and refactors.Bolt / Lovable – Text-to-app builders for rapid prototyping from prompts.WhisperFlow / SuperWhisper – Voice-to-text tools for fast prompting and dictation.Anthropic Sonnet 4.5 – Frontier-grade reasoning/coding model; powerful but pricier per token.Google Gemini 2.5 Flash – Fast, lower-cost model; “good enough” for many workloads.Auth0 (example) – Authentication-as-a-service mentioned as a contextual ad use case.GPUs / TPUs – Compute for training/inference; token cost drivers behind AI pricing.PRD + Atomic Tasks Workflow – Ryan's method: record spec → generate PRD → expand to dot-notated tasks → let the agent implement.Self-testing Scripts – Ask agents to generate runnable tests/health checks and loop until passing to reduce back-and-forth and prevent “it passed” hallucinations.Family ChatGPT Accounts – Tip for raising AI-native kids; teach sourcing, context, and trust calibration.Subscribe at⁠ thisnewway.com⁠ to get the step-by-step playbooks, tools, and workflows.

Santo Espírito (parte 10) - Gabriel Manzoni by IDE

Digitálne väzenie, digitálna mena. Drahota. Úpadok spoločnosti. ( INFO: Podujatia ❤ - https://www.40plus.sk/podujatia-odznova/ ❤Info o overených vychytávkach z podcastu LINK: https://www.40plus.sk/vychytavky/ )O tom všetkom sa dnes budem rozprávať so známou ekonómkou, Markétou Šichtařovou Ako presne by vyzeralo digitálne väzenie? Čo nám hrozí? A ako sa tomu vyhnúť?Všetko v rozhovore... a nielen o novej knihe, ktorú Markéta napísala spolu s pánom Zítkom..Kniha Markety tu: https://nextfinance.cz/knihy/P.S: Lístky na Emila Páleša vypíšem lístky čoskoro... (termín už je jasný - 11.12.2025)********************************************************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

31 Naquela hora, alguns fariseus aproximaram-se e disseram a Jesus: "Tu deves ir embora daqui, porque Herodes quer te matar". 32 Jesus disse: "Ide dizer a essa raposa: eu expulso demônios e faço curas hoje e amanhã; e no terceiro dia terminarei o meu trabalho. 33 Entretanto, preciso caminhar hoje, amanhã e depois de amanhã, porque não convém que um profeta morra fora de Jerusalém. 34 Jerusalém, Jerusalém! Tu que matas os profetas e apedrejas os que te foram enviados! Quantas vezes eu quis reunir teus filhos, como a galinha reúne os pintainhos debaixo das asas, mas tu não quiseste! 35 Eis que vossa casa ficará abandonada. Eu vos digo: não me vereis mais, até que chegue o tempo em que vós mesmos direis: 'Bendito aquele que vem em nome do Senhor'".

Ide O'Carroll is a Social Researcher, author, and former teacher who undertook a 30-year project for her latest book.In this unique book, we hear from Irish women who stayed living on the island, who did not emigrate, describe their lives and perspectives on a dramatically changed social context from the 1990s to 2023.‘Thirty Years of Change Through Women's Eyes' releases officially tomorrow, and Ide joins Seán to discuss.

Ide O'Carroll is a Social Researcher, author, and former teacher who undertook a 30-year project for her latest book.In this unique book, we hear from Irish women who stayed living on the island, who did not emigrate, describe their lives and perspectives on a dramatically changed social context from the 1990s to 2023.‘Thirty Years of Change Through Women's Eyes' releases officially tomorrow, and Ide joins Seán to discuss.

Building a UI in Python usually means choosing between "quick and limited" or "powerful and painful." What if you could write modern, component-based web apps in pure Python and still keep full control? NiceGUI, pronounced "Nice Guy" sits on FastAPI with a Vue/Quasar front end, gives you real components, live updates over websockets, and it's running in production at Zauberzeug, a German robotic company. On this episode, I'm talking with NiceGUI's creators, Rodja Trappe and Falko Schindler, about how it works, where it shines, and what's coming next. With version 3.0 releasing around the same time this episode comes out, we spend the end of the episode celebrating the 3.0 release. Episode sponsors Posit Agntcy Talk Python Courses Links from the show Rodja Trappe: github.com Falko Schindler: github.com NiceGUI 3.0.0 release: github.com Full LLM/Agentic AI docs instructions for NiceGUI: github.com Zauberzeug: zauberzeug.com NiceGUI: nicegui.io NiceGUI GitHub Repository: github.com NiceGUI Authentication Examples: github.com NiceGUI v3.0.0rc1 Release: github.com Valkey: valkey.io Caddy Web Server: caddyserver.com JustPy: justpy.io Tailwind CSS: tailwindcss.com Quasar ECharts v5 Demo: quasar-echarts-v5.netlify.app AG Grid: ag-grid.com Quasar Framework: quasar.dev NiceGUI Interactive Image Documentation: nicegui.io NiceGUI 3D Scene Documentation: nicegui.io Watch this episode on YouTube: youtube.com Episode #525 deep-dive: talkpython.fm/525 Episode transcripts: talkpython.fm Theme Song: Developer Rap

Topics covered in this episode: Cyclopts: A CLI library * The future of Python web services looks GIL-free* * Free-threaded GC* * Polite lazy imports for Python package maintainers* 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: Cyclopts: A CLI library A CLI library that fixes 13 annoying issues in Typer Much of Cyclopts was inspired by the excellent Typer library. Despite its popularity, Typer has some traits that I (and others) find less than ideal. Part of this stems from Typer's age, with its first release in late 2019, soon after Python 3.8's release. Because of this, most of its API was initially designed around assigning proxy default values to function parameters. This made the decorated command functions difficult to use outside of Typer. With the introduction of Annotated in python3.9, type-hints were able to be directly annotated, allowing for the removal of these proxy defaults. The 13: Argument vs Option Positional or Keyword Arguments Choices Default Command Docstring Parsing Decorator Parentheses Optional Lists Keyword Multiple Values Flag Negation Help Defaults Validation Union/Optional Support Adding a Version Flag Documentation Brian #2: The future of Python web services looks GIL-free Giovanni Barillari “Python 3.14 was released at the beginning of the month. This release was particularly interesting to me because of the improvements on the "free-threaded" variant of the interpreter. Specifically, the two major changes when compared to the free-threaded variant of Python 3.13 are: Free-threaded support now reached phase II, meaning it's no longer considered experimental The implementation is now completed, meaning that the workarounds introduced in Python 3.13 to make code sound without the GIL are now gone, and the free-threaded implementation now uses the adaptive interpreter as the GIL enabled variant. These facts, plus additional optimizations make the performance penalty now way better, moving from a 35% penalty to a 5-10% difference.” Lots of benchmark data, both ASGI and WSGI Lots of great thoughts in the “Final Thoughts” section, including “On asynchronous protocols like ASGI, despite the fact the concurrency model doesn't change that much – we shift from one event loop per process, to one event loop per thread – just the fact we no longer need to scale memory allocations just to use more CPU is a massive improvement. ” “… for everybody out there coding a web application in Python: simplifying the concurrency paradigms and the deployment process of such applications is a good thing.” “… to me the future of Python web services looks GIL-free.” Michael #3: Free-threaded GC The free-threaded build of Python uses a different garbage collector implementation than the default GIL-enabled build. The Default GC: In the standard CPython build, every object that supports garbage collection (like lists or dictionaries) is part of a per-interpreter, doubly-linked list. The list pointers are contained in a PyGC_Head structure. The Free-Threaded GC: Takes a different approach. It scraps the PyGC_Head structure and the linked list entirely. Instead, it allocates these objects from a special memory heap managed by the "mimalloc" library. This allows the GC to find and iterate over all collectible objects using mimalloc's data structures, without needing to link them together manually. The free-threaded GC does NOT support "generations” By marking all objects reachable from these known roots, we can identify a large set of objects that are definitely alive and exclude them from the more expensive cycle-finding part of the GC process. Overall speedup of the free-threaded GC collection is between 2 and 12 times faster than the 3.13 version. Brian #4: Polite lazy imports for Python package maintainers Will McGugan commented on a LI post by Bob Belderbos regarding lazy importing “I'm excited about this PEP. I wrote a lazy loading mechanism for Textual's widgets. Without it, the entire widget library would be imported even if you needed just one widget. Having this as a core language feature would make me very happy.” https://github.com/Textualize/textual/blob/main/src/textual/widgets/__init__.py Well, I was excited about Will's example for how to, essentially, allow users of your package to import only the part they need, when they need it. So I wrote up my thoughts and an explainer for how this works. Special thanks to Trey Hunner's Every dunder method in Python, which I referenced to understand the difference between __getattr__() and __getattribute__(). Extras Brian: Started writing a book on Test Driven Development. Should have an announcement in a week or so. I want to give folks access while I'm writing it, so I'll be opening it up for early access as soon as I have 2-3 chapters ready to review. Sign up for the pythontest newsletter if you'd like to be informed right away when it's ready. Or stay tuned here. Michael: New course!!! Agentic AI Programming for Python I'll be on Vanishing Gradients as a guest talking book + ai for data scientists OpenAI launches ChatGPT Atlas https://github.com/jamesabel/ismain by James Abel Pets in PyCharm Joke: You're absolutely right

Školská reforma nie je o likvidácii škôl, ale o spravodlivosti a rovnakom prístupe, uviedol minister školstva Tomáš Drucker (Hlas) v relácii Ide o pravdu.

Jeho pseudonym Neuer je dnes názvom úspešného kriminálneho seriálu, ktorý vznikol na motívy jeho bestsellerov. Nie každý vie, že autor Václav Neuer, vlastným menom Kincl, nie je len spisovateľom s bujnou fantáziou. Príbehy, ktoré dnes s napätím čítajú tisíce ľudí, kedysi sám vyšetroval ako elitný kriminalista na oddelení vrážd. Autentické skúsenosti z divokých 90. rokov sú základom úspechu jeho kníh. O drsnej realite boja s mafiou, ktorá bola vtedy na vrchole moci, prehovoril otvorene v relácii Ide o nás. Psychický nápor a hrôzy, ktoré videl na miestach činu, sa naučil zvládať absolútnym sústredením na prácu. Dnes tieto zážitky premieňa na napínavé príbehy, v ktorých však, na rozdiel od reality, vždy zvíťazí spravodlivosť. „Moje knihy sú tak trochu rozprávky pre dospelých. V nich je zlo vždy potrestané. V skutočnosti to tak, žiaľ, nebolo,“ dodáva s tým, že jeho cieľom je predovšetkým baviť čitateľa. Cesta od policajta k spisovateľovi bola pre neho prirodzeným naplnením snov. „Mal som obrovské šťastie, že som celý život robil to, čo ma baví, a že sa mi sny plnili tak nejako postupne a nenásilne. Som za to nesmierne vďačný,“ pokračoval autor, ktorého predlohu vzali aj tvorcovia jojkárskeho seriálu Neuer. Prvé oslovanie prišlo už pred troma rokmi a reakcia Václava Neuera bola prekvapivá. Myslel si, že si z neho robia žarty. Nerobili. Na obrazovkách je aktuálne miniséria, v ktorej hrá hlavnú rolu Marián Miezga a sekundujú mu herci ako Marko Igonda, Jana Kvantíková či Ladislav Bédi. Aj o nakrúcaní či rozhovoroch s hercami prehovoril Václav Neuer v našom štúdiu. Dozviete sa tiež, či si spomína ešte na prvú vraždu, ktorú vyšetroval, či má vo vlastnom zozname nevyriešený prípad alebo ako bojoval s pohľadom na krutosť a čo bolo pre neho najdôležitejšie pri práci vyšetrovateľa. Viac si pozrite v relácii Ide o nás.

Už o pár dní sa predstaví slovenským divákom ako slovenský športovec 20. storočia - krasokorčuliar Ondrej Nepela. Český herec Josef Trojan niekdajšieho olympionika zo ZOH v Sapore pred nakrúcaním nepoznal. "Je to vlastne smutné a poukazuje, že jeho odkaz bol vo vtedajšom komunistickom Československu, po jeho odchode do západného Nemecka, takmer úplne potlačený a odsunutý na vedľajšiu koľaj. Veľmi málo sa o ňom potom písalo. Jeho hviezda teda nepokračovala v žiarení, skôr zhasínala. Aj to je dôležitý dôvod, prečo točiť filmy o podobných osudoch a pripomínať si ich," uviedol v relácii Ide o nás potomok zo slávnej hereckej rodiny. Pre úlohu Nepelu sa Josef Trojan snažil vycibriť si slovenčinu a, samozrejme, nechýbali ani tréningy na ľade. Najradšej vraj rozpráva príhodu, že keď sa na ľade ocitol so svojím dablérom - slovenským krasokorčuliarom Adamom Hagarom - štáb si pri nakrúcaní scén mýlil. "Bolo fajn zistenie, že som sa v základných prvkoch dokázal pohybovať s takou samozrejmosťou, až to mohlo niekoho pomýliť," vysvetlil spokojne Trojan. Slovo spokojnosť však v jeho profesionálnom slovníku nie je časté. A dokonalosť tiež nie - vraj sa o ňu ani nesnaží, chce sa však príbližiť tomu, aby stvárnil každú postavu čo najlepšie. V relácii sme sa pozreli na obety, ktoré si pýtala rola Nepelu, ale aj motivácie a zručnosti, ktoré si Josef Trojan zobral z predchádzajúcich projektov.  Nehovorili sme však len o príprave na nakrúcanie. Témou sa stali aj jeho názory na politiku a občianske postoje. Hovorili sme o rodine, keďže jeho otcom je herec Ivan Trojan a mamou herečka Klára Pollertová. A nevyhli sme sa ani téme duševných problémov, ktoré musel v minulosti riešiť. Hovoriť o nich sa nehanbí a pre ľudí, ktorí zľahčujú mentálne problémy, má jasný odkaz. Aký? Pozrite si v novej epizóde Ide o nás.

Rozvody budú jednoduchšie a súdy sa prestanú pýtať na váš intímny život. Zaniká bezdpodielové spoluvlastníctvo manželov (BSM) a zavádzajú sa (pred)manželské zmluvy. Ak si niekto zmení pohlavie, štát ho automaticky rozvedie.Pri dedičstve príde celá séria radikálnych zmien - rodičia budú môcť rozdeliť dedičstvo medzi svoje deti takmer ľubovoľne, uzatvárať s nimi zmluvy o doopatrovaní, a kto napadne závet na súde, vysúdi menej ako doteraz.Socialistický zákon z roku 1964 úplne zmizne a od roku 2027 ho v prípade schválenia nahradí nový zákonník, ktorý pohltí aj zákon o rodine alebo celý obchodný zákonník. Ide tak o najväčšiu zmenu zákona s najväčším praktickým dosahom na denný život obyčajných ľudí od vzniku modernej Slovenskej republiky.Budete počuť ministra spravodlivosti Borisa Suska (SMER), šéfa rekodifikačnej komisie Mareka Števčeka, opozičnú poslankyňu Irenu Bihariovú z PS a advokáta Milana Ficeka.Nahrával Peter Hanák.

Imagine a world where handoff no longer exists and designers are moving fluidly in code…[Drew Wilson](https://x.com/drewwilson) is one of the people pulling that future into the present so this week's episode is a deep dive into his vision for the new design tool [Opacity](https://opacity.app/).Some highlights:- How team structures are changing- How to stand out when everyone is a builder- What design's “Github moment” will look like- The fracturing of the market for design talent- How Drew is approaching this startup differently- Where the new technical threshold is for designers- + a lot moreDrew is also building his new IDE called Loop - https://loupe.build/

Predseda KDH Milan Majerský v relácii Ide o pravdu obhajoval rozhodnutie svojho hnutia hlasovať za novelu ústavy, ktorú predložila Ficova vláda. Podľa neho väčšina pozmeňujúcich návrhov vychádzala práve z dielne KDH a cieľom hnutia je „vymeniť neschopnú vládu Roberta Fica“. Majerský odmietol obvinenia z kolaborácie so Smerom.

Bývalý futbalový reprezentant Ján Ďurica má za sebou úspešnú kariéru, počas ktorej si zahral na Majstrovstvách sveta v Afrike aj na Majstrovstvách Európy vo Francúzsku. Koniec profesionálneho športového života však pre neho nebol jednoduchý. V relácii Ide o nás po prvýkrát otvorene prehovoril o strate identity, psychických pádoch aj o tom, ako v sebe našiel silu začať odznova a pomáhať iným. Napríklad najnovšie aj ako ambasádor kampane o.z. Divé maky Pomôžte talentom. Podcast sme nahrávali 9. októbra 2025. V rozhovore s bývalým futbalistom Jánom Ďuricom sa dozviete: - ako prežíval koniec profesionálnej kariéry a prečo hovorí o „páde úplne na dno“. - prečo mal pocit, že stratil samého seba a svoju identitu. - o najťažších momentoch, keď bojoval s psychikou a mal aj tie najčiernejšie myšlienky - ako vníma tlak verejnosti na výkony futbalistov - myslí si, že existuje dostatočná psychologická podpora v slovenskom športe - čo si myslí o neúčasti Dávida Hancka a Dominika Greifa na zápasoch v Severnom Írsku - prečo je pre neho reprezentácia cťou a nie prácou za peniaze - ego jednotlivca verzus tím v športe - ako mu skúsenosti z detstva, keď prespával na štadióne, pomohli prekonať najťažšie obdobie - prečo podporil rómskych chlapcov v projekte Pomôžte talentom - o tom, ako sa ako jediný Slovák v maďarskom tíme postavil za spoluhráčov a prečo je dôležité búrať predsudky. - ako vedie vlastnú dcéru a čo tvorí základy jeho výchovy - o jeho novej ceste mentora a kouča mladých športovcov - čo by dnes odkázal svojmu mladšiemu ja

Rozvody budú jednoduchšie a súdy sa prestanú pýtať na váš intímny život. Zaniká bezdpodielové spoluvlastníctvo manželov (BSM) a zavádzajú sa (pred)manželské zmluvy. Ak si niekto zmení pohlavie, štát ho automaticky rozvedie.Pri dedičstve príde celá séria radikálnych zmien - rodičia budú môcť rozdeliť dedičstvo medzi svoje deti takmer ľubovoľne, uzatvárať s nimi zmluvy o doopatrovaní, a kto napadne závet na súde, vysúdi menej ako doteraz.Socialistický zákon z roku 1964 úplne zmizne a od roku 2027 ho v prípade schválenia nahradí nový zákonník, ktorý pohltí aj zákon o rodine alebo celý obchodný zákonník. Ide tak o najväčšiu zmenu zákona s najväčším praktickým dosahom na denný život obyčajných ľudí od vzniku modernej Slovenskej republiky.Budete počuť ministra spravodlivosti Borisa Suska (SMER), šéfa rekodifikačnej komisie Mareka Števčeka, opozičnú poslankyňu Irenu Bihariovú z PS a advokáta Milana Ficeka.Nahrával Peter Hanák.

Hypotéza 38: Ako Božia milosť často učí tých, ktorí sa o seba starajú a zverujú sa do jeho prozreteľnosti, ktorá ich vedie prostredníctvom jednoduchých ľudí a cudzincov; pokorní sa neodmietajú učiť od každého, koho môžu stretnúť.   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.  

Minister vnútra a predseda strany Hlas-SD Matúš Šutaj Eštok v relácii Ide o pravdu reagoval na aktuálne politické a spoločenské témy. Vyjadril sa k prípadu vládneho splnomocnenca Petra Kotlára, k zrážke vlakov v Jablonove nad Turňou aj k výhradám voči štátnemu rozpočtu. Energopomoc bude podľa Šutaja Eštoka hradená z eurofondov, „ľudí nezaujíma, z ktorého balíka to pôjde, hlavné je, že im štát pomôže.“

Santo Espírito (parte 9) - Shaila Manzoni by IDE

Python in 2025 is different. Threads really are about to run in parallel, installs finish before your coffee cools, and containers are the default. In this episode, we count down 38 things to learn this year: free-threaded CPython, uv for packaging, Docker and Compose, Kubernetes with Tilt, DuckDB and Arrow, PyScript at the edge, plus MCP for sane AI workflows. Expect practical wins and migration paths. No buzzword bingo, just what pays off in real apps. Join me along with Peter Wang and Calvin Hendrix-Parker for a fun, fast-moving conversation. Episode sponsors Seer: AI Debugging, Code TALKPYTHON Agntcy Talk Python Courses Links from the show Calvin Hendryx-Parker: github.com/calvinhp Peter on BSky: @wang.social Free-Threaded Wheels: hugovk.github.io Tilt: tilt.dev The Five Demons of Python Packaging That Fuel Our ...: youtube.com Talos Linux: talos.dev Docker: Accelerated Container Application Development: docker.com Scaf - Six Feet Up: sixfeetup.com BeeWare: beeware.org PyScript: pyscript.net Cursor: The best way to code with AI: cursor.com Cline - AI Coding, Open Source and Uncompromised: cline.bot Watch this episode on YouTube: youtube.com Episode #524 deep-dive: talkpython.fm/524 Episode transcripts: talkpython.fm Theme Song: Developer Rap

Topics covered in this episode: * djrest2 -* A small and simple REST library for Django based on class-based views. Github CLI caniscrape - Know before you scrape. Analyze any website's anti-bot protections in seconds. *

Prof. Petr Dulák: Potrebujeme zmenu režimu a viac spolupracovať v strede Európy. ( pozrite aj ❤Link na živé podujatia: https://www.40plus.sk/podujatia-odznova/ ❤Link na vychytávky a zľavy: https://www.40plus.sk/vychytavky/ ) Petr. Drulák: Dlhé roky pôsobil ako diplomat, vysokoškolský profesor. Pôsobil v zahraničí i v Čechách. Mojim hosťom v podcaste ODznova je po 9 mesiacoch profesor Petr Drulák. Pýtala som sa aj na tieto témy: Čo sa za tých 9 mesiacov udialo v spoločenskej klíme a stojí za povšimnutie? - protesty v Európe ...jednotlive krajiny, - Bezpečnosť... ako sa napríklad zo Švédska stáva krajina s veľkou kriminalitou.. - ako vnímate recesiu v Nemecku... - čo čakať v otázkach vojny na Ukrajine... -Vy hovoríte o potrebe zmeny režimu. Ako to myslíte? Hovoríte o spojení strednej Európy a pripúšťate spoluprácu so všetkými.. -Čo je to podľa vás politika všetkých smerov? -Jednotlivé krajiny sú už veľmi zadlžené. Celosvetovo. Niekto vypočítal, že ten dlh sa vlastne ani nedá splatiť. Čo podľa vás nastane? Môže prísť k niečomu podobnému ako v roku 1953... teda menová reforma? V ČR sa schyľuje k voľbám. -Aké sú šance na zmenu u vás? Záverečný odkaz bol pozitívny.Ďakujem, že ste tu so mnou a že podporujete tvorbu obsahu. Na podujatie 30.9.2025 je posledných 6 lístkov.. ak sa chcete pridať, tak odporúčam kúpiť ihneď (link na všetky podujatia https://40plus.sk/podujatia-odznovaNa Festival ODznova máme posledných 49 lístkov. Podujatie je o 6 týždňov, preto tiež odporúčam zakúpiť lístky obratom...Na víkendovku ešte sú voľné miesta. ********************************************************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

Кажется пока еще разные Ai инструменты не могут делать работу современного тулинга встроенного в IDE, говорим об этом с Ильей из Amplicode. Вспоминаем Ли Робинсона https://t.me/taoplive/909 и Cursor. Еще раз вертим шутку про Мартина Фаулера. Именно об этом наш 335-й подкаст The Art of Programming — «Читать код придется». Участники @golodnyj Илья Кучмин (Developer Advocate, Amplicode) Telegram канал VK группа Яндекс Музыка iTunes подкаст Поддержи подкаст

Topics covered in this episode: * PyPI+* * uv-ship - a CLI-tool for shipping with uv* * How fast is 3.14?* * air - a new web framework built with FastAPI, Starlette, and Pydantic.* 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: PyPI+ Very nice search and exploration tool for PyPI Minor but annoying bug: content-types ≠ content_types on PyPI+ but they are in Python itself. Minimum Python version seems to be interpreted as max Python version. See dependency graphs and more Examples content-types jinja-partials fastapi-chameleon Brian #2: uv-ship - a CLI-tool for shipping with uv “uv-ship is a lightweight companion to uv that removes the risky parts of cutting a release. It verifies the repo state, bumps your project metadata and optionally refreshes the changelog. It then commits, tags & pushes the result, while giving you the chance to review every step.” Michael #3: How fast is 3.14? by Miguel Grinberg A big focus on threaded vs. non-threaded Python Some times its faster, other times, it's slower Brian #4: air - a new web framework built with FastAPI, Starlette, and Pydantic. An very new project in Alpha stage by Daniel & Audrey Felderoy, the “Two Scoops of Django” people. Air Tags are an interesting thing. Also Why? is amazing “Don't use AIR” “Every release could break your code! If you have to ask why you should use it, it's probably not for you.” “If you want to use Air, you can. But we don't recommend it.” “It'll likely infect you, your family, and your codebase with an evil web framework mind virus, , …” Extras Brian: Python 3.15a1 is available uv python install 3.15 already works Python lazy imports you can use today - one of two blog posts I threatened to write recently Testing against Python 3.14 - the other one Free Threading has some trove classifiers Michael: Blog post about the book: Talk Python in Production book is out! In particular, the extras are interesting. AI Usage TUI Show me your ls Helium Browser is interesting. But also has Python as a big role. GitHub says Languages Python 97.4%

Hypotéza 37: Nikto by nemal odsudzovať svojho učiteľa, aj keď jeho učiteľ robí niektoré veci v rozpore s tým, čo učí; lebo mnohí učeníci sa zverili nedbalým učiteľom a neodsúdili ich, ale zostali im podriadení v Pánovi, a tak sa zachránili a stali sa príčinou spásy svojich učiteľov.   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 8) - Gabriel Manzoni by IDE

In this episode of Peer2Peer by Rayner, host Dr Ben LaHood (Australia) is joined by Mr Allon Barsam (UK) and Dr Deb Ristvedt (USA) to discuss the exciting news that RayOne EMV Toric has received FDA approval. Together, they explore: The clinical pathway and IDE study behind FDA approval. How RayOne EMV Toric's global success shaped its journey to the US market. Surgical pearls and insights from experienced international users. Why this milestone represents a new era for astigmatism correction in cataract surgery. With RayOne EMV and EMV Toric lenses implanted worldwide in 75+ countries, this episode highlights how proven performance and surgeon trust have paved the way for US approval.

Want to implement AI agents like $50M startups do? Get our ultimate guide: https://clickhubspot.com/fcv Episode 80: Are coders really being replaced by AI agents, or is this just the next tech hype cycle? Nathan Lands (https://x.com/NathanLands) is joined by repeat guest Matan Grinberg (https://x.com/matansf), co-founder of Factory—an agent-native software development platform backed by NEA, Sequoia, JP Morgan, and Nvidia. This episode dives deep into Factory's ambitious mission to transform software engineering by enabling developers—and entire organizations—to delegate painful, repetitive coding tasks to “droids,” Factory's intelligent agents. Matan shares strategies for helping massive enterprises adopt new workflows, how Factory's platform is built for surface/interface agnosticism (terminal, IDE, Slack, and more), and why optimization for teams—not individuals—will define the future of AI-powered development. Plus, debate about GPT-5's impact, the myth of “AI winters,” and what the real business ROI of AI looks like in the enterprise. Check out The Next Wave YouTube Channel if you want to see Matt and Nathan on screen: https://lnk.to/thenextwavepd — Show Notes: (00:00) Scaling Teams to Empower Enterprises (03:54) Agent Native, Surface Agnostic Approach (09:07) Prioritizing Business ROI Over Code (12:10) Assessing Expertise Levels Quickly (16:01) AI Model Nuances and RL Shift (18:26) AI Enterprise Market Dynamics (22:41) Choosing AI Subscription Plans (25:43) Future-Focused, IDE-Agnostic Development (27:30) Adapting Cities and Enterprises (30:11) Embracing Change and Growth — Mentions: HubSpot Inbound: https://www.inbound.com/ Matan Grinberg: https://www.linkedin.com/in/matan-grinberg Factory: https://factory.ai/ Docusign: https://www.docusign.com/ Nvidia: https://www.nvidia.com/ Anthropic: https://www.anthropic.com/ Cursor: https://cursor.com/ Get the guide to build your own Custom GPT: https://clickhubspot.com/tnw — Check Out Matt's Stuff: • Future Tools - https://futuretools.beehiiv.com/ • Blog - https://www.mattwolfe.com/ • YouTube- https://www.youtube.com/@mreflow — Check Out Nathan's Stuff: Newsletter: https://news.lore.com/ Blog - https://lore.com/ The Next Wave is a HubSpot Original Podcast // Brought to you by Hubspot Media // Production by Darren Clarke // Editing by Ezra Bakker Trupiano

Po troch konsolidačných vlnách sme tam, kde sme boli. Rozpočet je nerealistický a čaká nás ďalšie viac miliardové uťahovanie opaskov, hovorí člen Rady pre rozpočtovú zodpovednosť Martin Šuster. Kam zmizli všetky tie skonsolidované miliardy, v čom všetkom si žijeme na privysokej nohe a prečo je hrozba bankrotu Slovenska čoraz reálnejšia? Opäť vyššie odvody a zasa vyššie dane. Vláda pre nás prichystala ďalší konsolidačný balíček, tentoraz za takmer 3 miliardy. Ide už o tretie kolo uťahovania opaskov, problém však je, že ani po ňom rozpočtový deficit zásadne neklesne a vláda svoj cieľ ako ozdraviť verejné financie zjavne nenaplní. Svedčí o tom aj vládou schválený štátny rozpočet, v ktorom Ficov kabinet akosi prestal vnímať surovú realitu tvrdých čísiel. Podľa Rady pre rozpočtovú zodpovednosť je vládny rozpočet nerealistický.My si žijeme extrémne nad pomery. Tento štát každoročne minie o 6 až 8 miliárd viac, než zarobí, hovorí ekonóm Martin Šuster. Z nahromadených dlhov pritom už nevyrastieme iba šliapajúcou ekonomikou, tak komu ešte v tejto krajine brať - a dá sa to vôbec, keď naše daňovo-odvodové zaťaženie atakuje európske rekordy? Pomohlo by zdanenie miliardárov či nehnuteľnosti? Prečo vláda dusí ekonomický rast a ako to, že štát nedokáže šetriť sám na sebe? No a napokon, kam zmizli všetky tie vládou skonsolidované miliardy z našich daní, odvodov či poplatkov? Zvaliť potrebu konsolidácie výlučne na roky 2020 - 2023 je nepravdivé, k zlému stavu verejných financií prispeli prakticky všetky vlády a najväčšie zhoršenie dlhodobej udržateľnosti verejných financií bolo v čase 2015 - 2019, pripomína Martin Šuster.V čom všetkom si tu - od penzií až po sociálne dávky, žijeme na privysokej nohe no a stáva sa tým hrozba štátneho bankrotu už príliš blízka a aj reálna?Ráno Nahlas a ekonóm Rady pre rozpočtovú zodpovednosť Martin Šuster. Pekný deň a pokoj v duši praje Braňo Dobšinský.

Po troch konsolidačných vlnách sme tam, kde sme boli. Rozpočet je nerealistický a čaká nás ďalšie viac miliardové uťahovanie opaskov, hovorí člen Rady pre rozpočtovú zodpovednosť Martin Šuster. Kam zmizli všetky tie skonsolidované miliardy, v čom všetkom si žijeme na privysokej nohe a prečo je hrozba bankrotu Slovenska čoraz reálnejšia? Opäť vyššie odvody a zasa vyššie dane. Vláda pre nás prichystala ďalší konsolidačný balíček, tentoraz za takmer 3 miliardy. Ide už o tretie kolo uťahovania opaskov, problém však je, že ani po ňom rozpočtový deficit zásadne neklesne a vláda svoj cieľ ako ozdraviť verejné financie zjavne nenaplní. Svedčí o tom aj vládou schválený štátny rozpočet, v ktorom Ficov kabinet akosi prestal vnímať surovú realitu tvrdých čísiel. Podľa Rady pre rozpočtovú zodpovednosť je vládny rozpočet nerealistický.My si žijeme extrémne nad pomery. Tento štát každoročne minie o 6 až 8 miliárd viac, než zarobí, hovorí ekonóm Martin Šuster. Z nahromadených dlhov pritom už nevyrastieme iba šliapajúcou ekonomikou, tak komu ešte v tejto krajine brať - a dá sa to vôbec, keď naše daňovo-odvodové zaťaženie atakuje európske rekordy? Pomohlo by zdanenie miliardárov či nehnuteľnosti? Prečo vláda dusí ekonomický rast a ako to, že štát nedokáže šetriť sám na sebe? No a napokon, kam zmizli všetky tie vládou skonsolidované miliardy z našich daní, odvodov či poplatkov? Zvaliť potrebu konsolidácie výlučne na roky 2020 - 2023 je nepravdivé, k zlému stavu verejných financií prispeli prakticky všetky vlády a najväčšie zhoršenie dlhodobej udržateľnosti verejných financií bolo v čase 2015 - 2019, pripomína Martin Šuster.V čom všetkom si tu - od penzií až po sociálne dávky, žijeme na privysokej nohe no a stáva sa tým hrozba štátneho bankrotu už príliš blízka a aj reálna?Ráno Nahlas a ekonóm Rady pre rozpočtovú zodpovednosť Martin Šuster. Pekný deň a pokoj v duši praje Braňo Dobšinský.

Python typing got fast enough to feel invisible. Pyrefly is a new, open source type checker and IDE language server from Meta, written in Rust, with a focus on instant feedback and real-world DX. Today, we will dig into what it is, why it exists, and how it plays with the rest of the typing ecosystem. We have Abby Mitchell, Danny Yang, and Kyle Into from Pyrefly here to dive into the project. Episode sponsors Sentry Error Monitoring, Code TALKPYTHON Agntcy Talk Python Courses Links from the show Abby Mitchell: linkedin.com Danny Yang: linkedin.com Kyle Into: linkedin.com Pyrefly: pyrefly.org Pyrefly Documentation: pyrefly.org Pyrefly Installation Guide: pyrefly.org Pyrefly IDE Guide: pyrefly.org Pyrefly GitHub Repository: github.com Pyrefly VS Code Extension: marketplace.visualstudio.com Introducing Pyrefly: A New Type Checker and IDE Experience for Python: engineering.fb.com Pyrefly on PyPI: pypi.org InfoQ Coverage: Meta Pyrefly Python Typechecker: infoq.com Pyrefly Discord Invite: discord.gg Python Typing Conformance (GitHub): github.com Typing Conformance Leaderboard (HTML Preview): htmlpreview.github.io Watch this episode on YouTube: youtube.com Episode #523 deep-dive: talkpython.fm/523 Episode transcripts: talkpython.fm Theme Song: Developer Rap

Minister zahraničných vecí Juraj Blanár (Smer-SD) v relácii Ide o pravdu hovoril o kľúčových zahraničnopolitických témach – od spolupráce Vyšehradskej štvorky cez vojnu na Ukrajine až po postoje Slovenska k Európskej únii, sankciám proti Rusku a ústavným zmenám.

Jej herecká dráha sa začala prirodzene už v detstve, no osud jej do cesty postavil aj náročné životné skúšky. Dnes je mladá herečka Viktória Harkabus Jurištová nielen tvárou úspešných filmov a seriálov, ale aj spoluzakladateľkou vlastného divadla a ženou, ktorá presne vie, aké úlohy chce stvárňovať. „Myslím, že ma to veľmi v dobrom sformovalo,“ priznala otvorene v relácii Ide o nás na margo smrti svojho otca, ktorému musela dať zbohom, keď mala rovných osemnásť. Skúsenosť, hoci bolestivá, ju podľa jej slov posunula ako človeka a zmenila jej pohľad na životné priority. Diváci ju poznajú z úspešných rozprávok ako Čarovné jablko či Zlatovláska. Jej najnovším filmovým počinom je však veľkolepý dobrodružný rodinný film Fichtelberg, ktorého natáčanie bolo podľa jej slov plné adrenalínu a nebezpečných momentov. Popri práci si buduje aj osobný život. Vydala sa za kameramana Adama Harkabusa, ktorý má pre jej povolanie a časovú náročnosť projektov plné pochopenie. „Vlastne má úplné pochopenie pre všetko, čo robím a je obrovskou podporou,“ prezradila pre Pravdu.  S Viktóriou Harkabus Jurištovou sme sa rozprávali aj o tom, ako jej podnikateľský duch z rodiny pomohol pri zakladaní divadla, o jej priateľstve s hereckou kolegyňou Katkou Krajčovičovou, ale aj o jej profesionálnych snoch a o tom, aké postavy ju najviac lákajú. Viac už sa dozviete v relácii Ide o nás.

Topics covered in this episode: * Python 3.14* * Free-threaded Python Library Compatibility Checker* * Claude Sonnet 4.5* * Python 3.15 will get Explicit lazy imports* Extras Joke Watch on YouTube About the show Sponsored by DigitalOcean: pythonbytes.fm/digitalocean-gen-ai Use code DO4BYTES and get $200 in free credit Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: Python 3.14 Released on Oct 7 What's new in Python 3.14 Just a few of the changes PEP 750: Template string literals PEP 758: Allow except and except* expressions without brackets Improved error messages Default interactive shell now highlights Python syntax supports auto-completion argparse better support for python -m module has a new suggest_on_error parameter for “maybe you meant …” support python -m calendar now highlights today's date Plus so much more Michael #2: Free-threaded Python Library Compatibility Checker by Donghee Na App checks compatibility of top PyPI libraries with CPython 3.13t and 3.14t, helping developers understand how the Python ecosystem adapts to upcoming Python versions. It's still pretty red, let's get in the game everyone! Michael #3: Claude Sonnet 4.5 Top programming model (even above Opus 4.1) Shows large improvements in reducing concerning behaviors like sycophancy, deception, power-seeking, and the tendency to encourage delusional thinking Anthropic is releasing the Claude Agent SDK, the same infrastructure that powers Claude Code, making it available for developers to build their own agents, along with major upgrades including checkpoints, a VS Code extension, and new context editing features And Claude Sonnet 4.5 is available in PyCharm too. Brian #4: Python 3.15 will get Explicit lazy imports Discussion on discuss.python.org This PEP introduces syntax for lazy imports as an explicit language feature: lazy import json lazy from json import dumps BTW, lazy loading in fixtures is a super easy way to speed up test startup times. Extras Brian: Music video made in Python - from Patrick of the band “Friends in Real Life” source code: https://gitlab.com/low-capacity-music/r9-legends/ Michael: New article: Thanks AI Lots of updates for content-types Dramatically improved search on Python Bytes (example: https://pythonbytes.fm/search?q=wheel use the filter toggle to see top hits) Talk Python in Production is out and for sale Joke: You do estimates?

In this episode of JavaScript Jabber, I sit down with AWS's Clare Liguori and Erik Hanchett to talk about Kiro, a brand-new AI-powered IDE that's reimagining the way developers build software. We dive into how Kiro takes “AI-assisted coding” to a new level through spec-driven development — a process that focuses on defining requirements and collaborating with AI to break projects into clear, manageable tasks.We unpack what sets Kiro apart from tools like Cursor and Copilot, explore its supervised vs. autopilot coding modes, and even talk about how it handles UI design, planning, and complex legacy codebases. Clare and Erik share behind-the-scenes insights on how Kiro was built using Kiro itself, what's coming next for the platform, and how developers can join the early-access community to help shape its future.

Aydin and Kieran Klaassen (Cora) unpack Compound Engineering—treating every task as an investment so the next time is faster. Kieran shares his path from film composer to startup CTO and live-demos how he plans → prototypes → ships a feature using AI agents (Claude Code), then runs multi-agent reviews. They discuss why managers are primed to orchestrate agents, how to capture your own feedback patterns, and why there's “no excuse not to have a prototype” anymore.Timestamps0:07 — “Every piece of work should be an investment.”2:15 — What Cora is: an AI Gmail layer that auto-archives ~80% and briefs you twice daily.3:32 — Launch notes & early user reactions.5:21 — The Claude Code pricing saga and “finding the limits.”8:06 — Compound Engineering defined (codify how you work so AI does it next time).15:01 — From “automation” to pattern-capturing systems; natural-language rules over brittle workflows. 22:03 — Demo kickoff: planning the “Invite friends” improvement inside Cora.26:11 — Rapid mockups from a screenshot + voice description; iterate in seconds.33:06 — Multi-agent planning: repo research, best-practices scout, framework researcher.41:01 — Human judgment on plans; simplify when encryption/perf add hidden complexity.50:00 — Feature running end-to-end; agentic PR + test flow; sub-agent code reviews.Tools & Technologies MentionedCora — AI inbox copilot for Gmail that prioritizes, summarizes, and drafts replies; batches the rest into twice-daily briefs.Claude Code (Anthropic) — Agentic coding/terminal assistant used for planning, building, and reviews.Monologue — Voice-to-text for quickly describing UI and generating mockups.Every.to — Partner/design/content hub Kieran collaborates with; also publishes his writing on Compound Engineering.GitHub + GitHub CLI — Issues, branches, PRs automated by agents from plan → code → review.VS Code (with Claude Code extension) — IDE setup for hands-on edits when needed.Anthropic Console Prompt Generator — Used to scaffold robust prompts/agents, then refined manually.Model mix for reviews (e.g., “GPT-5 Codecs,” “Claude Opus”) — Alternative model passes for plan/code critique.Fellow.ai — Aydin's AI meeting assistant for accurate notes, actions, and privacy-aware summaries.Subscribe at⁠ thisnewway.com⁠ to get the step-by-step playbooks, tools, and workflows.

Santo Espírito (parte 7) - Gabriel Manzoni by IDE

Will this be the AI update that finally brings AI agents to millions?

Profesionálne herné a filmové trailery nie sú len efektným zostrihom scén a dramatickou hudbou. Ide o komplexný kreatívny proces, ktorý kombinuje dramaturgiu, strih, zvukový dizajn, hudbu, a niekedy aj dávku diplomacie. Slovensko-české štúdio 4Boars má za sebou desiatky takýchto trailerov pre klientov z celého sveta. V portfóliu má mená ako Ubisoft, Bethesda, Netflix, Disney+, Activision, ale aj lokálnych tvorcov.V novej epizóde podcastu SHARE sa zhovárame so spoluzakladateľmi 4Boars Martinom Hatašom a Tomášom Olivom. Podelili sa s nami o zákulisie tvorby trailerov pre najväčších hráčov herného a filmového sveta.V podcaste hovoríme o týchto témach:čo by mal mať dobrý trailer aby zaujal nielen divákov a hráčov, ale aj investorov,ako prebieha spolupráca so špičkovými spoločnosťami,v čom sa v rámci spolupráce líšia menší lokálni tvorcovia,ako prebieha práca v tíme 4Boars a ako dlho trvá produkcia jedného videa,prečo bola hudba k Assassin's Creed: Shadows ich doteraz najnáročším projektom,aký je rozdiel medzi výrobou traileru pre film/seriál a digitálnu hru,koľko stojí tvorba traileru,ako využívajú v rámci práce umelú inteligenciu,akú hudbu počúvajú vo svojom voľnom čase.Redaktori Živé.sk vydávajú knihu: Zo série rozhovorov sa dozviete, ako umelá inteligencia čoskoro zásadne zmení svet okolo nás:https://zive.aktuality.sk/clanok/0RfdZVW/nahliadnite-do-buducnosti-vydavame-knihu-o-umelej-inteligencii/ Ďalšie témy súvisiace s podcastom:Tibor Repta o novej hre Gravelord: Vychválil nás aj tvorca God of War (podcast)Andor je bezkonkurenčne najlepším seriálom zo sveta Star Wars (recenzia)Zabudnite na Schwarzeneggera, Predátor: Korisť má oveľa bližšie k oscarovému filmu Revenant (recenzia)Kvíz pre fanúšikov série Predátor: Kultoví lovci z vesmíru poľujú na ľudí už 35 rokov, čo o nich viete?Prvá veľká ochutnávka chystaného Assassin's Creed Shadows: Pozrite si upútavku na japonský Assassin's CreedSlovák tvorí filmové efekty pre hollywoodske trháky. Koniec Endgame poznal roky dopredu (rozhovor)Podcast SHARE pripravuje magazín Živé.sk.

Today we're turning tiny tips into big wins. Khuyen Tran, creator of CodeCut.ai, has shipped hundreds of bite-size Python and data science snippets across four years. We dig into open-source tools you can use right now, cleaner workflows, and why notebooks and scripts don't have to be enemies. If you want faster insights with fewer yak-shaves, this one's packed with takeaways you can apply before lunch. Let's get into it. Episode sponsors Sentry Error Monitoring, Code TALKPYTHON Agntcy Talk Python Courses Links from the show Khuyen Tran (LinkedIn): linkedin.com Khuyen Tran (GitHub): github.com CodeCut: codecut.ai Production-ready Data Science Book (discount code TalkPython): codecut.ai Why UV Might Be All You Need: codecut.ai How to Structure a Data Science Project for Readability and Transparency: codecut.ai Stop Hard-coding: Use Configuration Files Instead: codecut.ai Simplify Your Python Logging with Loguru: codecut.ai Git for Data Scientists: Learn Git Through Practical Examples: codecut.ai Marimo (A Modern Notebook for Reproducible Data Science): codecut.ai Text Similarity & Fuzzy Matching Guide: codecut.ai Loguru (Python logging made simple): github.com Hydra: hydra.cc Marimo: marimo.io Quarto: quarto.org Show Your Work! Book: austinkleon.com Watch this episode on YouTube: youtube.com Episode #522 deep-dive: talkpython.fm/522 Episode transcripts: talkpython.fm Theme Song: Developer Rap

AI Assisted Coding: Beyond AI Code Assistants: How Moldable Development Answers Questions AI Can't With Tudor Girba In this BONUS episode, we explore Moldable Development with Tudor Girba, CEO of feenk.com and creator of the Glamorous Toolkit. We dive into why developers spend over 50% of their time reading code—not because they want to, but because they lack the answers they need. Tudor shares how building contextual tools can transform software development, making systems truly understandable and enabling decisions at the speed of thought. The Hidden System: A Telco's Three-Year Quest "They had a system consisting of five boxes, but they could only enumerate four. If this is your level of awareness about what is reality around you, you have almost no chance of systematically affecting that reality." Tudor opens with a striking case study from a telecommunications company that spent three years and hundreds of person-years trying to optimize a data pipeline. Despite massive effort and executive mandate, the pipeline still took exactly one day to process data—no improvement whatsoever. When Tudor's team investigated, they asked for an architecture diagram. The team drew four boxes representing their system. But when Tudor's team started building tools to mirror this architecture back from the actual code, they discovered something shocking: there was an entire fifth system between the first and second boxes that nobody knew existed. This missing system was likely the bottleneck they'd been trying to optimize for three years. Why Reading Code Doesn't Scale "Developers spend more than 50% of their time reading code. The problem is that our systems are typically larger than anyone can read, and by the time you finish reading, the system has already changed many times." The real issue isn't the time spent reading—it's that reading is the most manual, least scalable way to extract information from systems. When developers read code, they're actually trying to answer questions so they can make decisions. But a 250,000-line system would take one person-month to read at high speed, and the system changes constantly during that time. This means everything you learned yesterday becomes merely a hypothesis, not a reliable answer. The fundamental problem is that we cannot perceive anything in a software system except through tools, yet we've never made how we read code an explicit, optimizable activity. The Context Problem: Why Generic Tools Fail "Software is highly contextual, which means we can predict classes of problems people will have, but we cannot predict specific problems people will have." Tudor draws a powerful parallel with testing. Nobody downloads unit tests from the web and applies them to their system—that would be absurd. Instead, we download test frameworks and build tests contextually for our specific system, encoding what's valuable about our particular business logic. Yet for almost everything else in software development, we download generic tools and expect them to work. This is why teams have tens of thousands of static analysis warnings they ignore, while a single failing test stops deployment. The test encodes contextual value; the generic warning doesn't. Moldable Development extends this principle: every question about your system should be answered by a contextual tool you build for that specific question. Tools That Mirror Your Mental Model "Whatever you draw on the whiteboard—that's your mental model. But as soon as the system exists, we want the system to mirror you back that thing. We make it the job of the system to show our mental model back to us." When someone draws an architecture diagram on a whiteboard, they're not documenting the system—they're documenting their beliefs about the system. The diagram represents wishes when drawn before the system exists, but beliefs when drawn after. Moldable Development flips this: instead of humans reading code and creating approximations, the system itself generates the visualization directly from the actual code. This eliminates the layers of belief and inference. Whether you're looking at high-level architecture, data lineage across multiple technologies, performance bottlenecks, or business domain structure, you build small tools that extract and present exactly the information you need from the system as it actually is. The Test-Driven Development Parallel "Testing was a way to find some kind of class of answers. But there are many other questions we have, and the question is: is there a systematic way to approach arbitrary questions?" Tudor explains that Moldable Development applies test-driven development principles to all forms of system understanding. Just as we write tests after we understand the functionality we need, we build visualization and analysis tools after we understand the questions we need answered. Both approaches share key characteristics: they're built contextually for the specific system, created by developers during development, and composed of many small tools that collectively model the system. The difference is that TDD focuses on functional decomposition and known expectations, while Moldable Development addresses architecture, security, domain structure, performance, and any other perspective where functional tests aren't the most useful decomposition. From Thousands of Features to Thousands of Tools "In my development environment, I don't have features. I have thousands of tools that coexist. Development environments should be focused not on what exists out of the box, but on how quickly you can create a contextual tool." Traditional development environments offer dozens of features—buttons, plugins, generic views. But Moldable Development environments contain thousands of micro-tools, each answering a specific question about a specific system. The key is making these tools composable and fast to create. Rather than building monolithic tools that try to handle every scenario, you build small inspectors that show one perspective on one object or concept. These inspectors chain together naturally as you drill down from high-level questions to detailed investigations. You might have one inspector showing test failures grouped by exception type, another showing PDF document comparisons, another showing cluster performance, and another showing memory usage—all coexisting and available when needed. The Real Bottleneck To Learning A System: Time to the Next Question "Once you do this, you will see that the interesting bottleneck is in the time to the next interesting question. This is by far the most interesting place to be spending energy." When you commoditize access to answers through contextual tools, something remarkable happens: the bottleneck shifts from getting answers to asking better questions. Right now, because answers come so slowly through manual reading and analysis, we rarely exercise the skill of formulating good questions. We make decisions based on gut feelings and incomplete data because we can't afford to dig deeper. But when answers arrive at the speed of thought, you can explore, follow hunches, test hypotheses, and develop genuine insight. The conversation between person and system becomes fluid, enabling decision-making based on actual evidence rather than belief. Moldable Development in Practice: The Lifeware Case "They are investing in software engineering as their competitive advantage. They have 150,000 tests that would take 10 days to run on a single machine, but they run them in 16 minutes distributed across AWS." Tudor shares a powerful case study of Lifeware, a life insurance software company that was featured in Kent Beck's "Test-Driven Development by Example" in 2002 with 4,000 tests. Today they have 150,000 tests and have fully adopted Moldable Development as their core practice. Their business model is remarkable: they take data from insurance companies, throw away the old systems, and reverse-engineer new systems by TDD-ing the business—replaying history to produce pixel-identical documents. They've deployed Glamorous Toolkit as their sole development environment across 100+ developers. Their approach demonstrates that Moldable Development isn't just a research concept but a practical competitive advantage that scales to large teams and complex systems. Why AI Doesn't Solve This Problem "When you ask AI, you will get exactly the same kind of answers. The answer comes quickly, but you will not know whether this is accurate, whether this represents the whole thing, and you definitely do not have an explanation as to why the answer is the way it is." In the age of AI code assistants, it might seem like language models could solve the problem of understanding systems. But Tudor explains why they can't. When you ask an AI about your architecture, you get an opinion—fast but unverifiable. Just like asking a developer to draw the architecture on a whiteboard, you receive filtered information without knowing if it's complete or accurate. Moldable Development, by contrast, extracts answers deterministically from the actual system. Software systems have almost no ambiguity in meaning—they're mathematical, not linguistic. We don't need probabilistic interpretation of source code; we need precise extraction and presentation. The tools you build give you not just answers but explanations of how those answers were derived from the actual system state. Scaling Through Language, Not Features "You need a new kind of development environment where the goal is to create tools much quicker. You need some sort of language in which to express development environments." The technical challenge of Moldable Development is enabling thousands of tools to coexist productively. This requires a fundamentally different approach to development environments. Instead of adding features—buttons and menu items that quickly become overwhelming—you need a language for expressing tools and a system for composing them. Glamorous Toolkit demonstrates this through its inspector architecture, where any object can define custom views that appear contextually. These views compose naturally as you navigate through your investigation, reusing earlier perspectives while adding new ones. The environment becomes a medium for tool creation, not just a collection of pre-built features. Making the Invisible Visible "We cannot perceive anything in a software system except through a tool. If that's so important, then the ability to control that shape is probably kind of important too." Software has no inherent shape—it's just data. Every perception we have of it comes through some tool that renders it into a form we can reason about. This means tools aren't nice-to-have accessories; they're fundamental to our ability to work with software at all. The text editor showing code is a tool. The debugger showing variables is a tool. But these are generic tools built once and reused everywhere, which means they show generic perspectives. What if we could control the shape of our software as easily as we write it? What if the system could show us exactly the view we need for exactly the question we have? That's the promise of Moldable Development. About Tudor Girba Tudor Girba is CEO of feenk.com and creator of Moldable Development. He leads the team behind Glamorous Toolkit, a novel IDE that helps developers make sense of complex systems. His work focuses on transforming how teams understand, navigate, and modernize legacy software through custom, insightful tools. Tudor and Simon Wardley are writing a book about Moldable Development which you can get at: https://moldabledevelopment.com/, and read more about in this Medium article. You can link with Tudor Girba on LinkedIn.

Ľudia z pozadia Progresívneho Slovenska (PS) a strany Hlas spolu dlhodobo rokujú, viem to, vyhlásil šéf Hnutia Slovensko Igor Matovič v relácii Ide o pravdu. "Matovič vie trošku viac, ako sa možno zdá," uviedol. K tlačovej besede, na ktorej chce uviesť "zásadné a rozhodujúce" informácie týkajúce sa PS a jej lídra Michala Šimečku a ktorú odložil na 17. októbra, povedal, že "dovoľte, aby som sa s nimi trošku pohral" ako mačka s myšou. Chce dotlačiť stranu PS k uzneseniu, ktorým vylúči Hlas z povolebnej spolupráce.

Join an epic panel of AWS Heroes as they dive into their experiences with Kiro, the AI-powered IDE shaking up development workflows. From spec-driven coding to pricing discussions and game demos, this conversation mixes deep tech insights with fun moments. Whether curious about AI's impact on coding or just looking for some cloud community vibes, this session offers laughs, honest feedback, and expert viewpoints.

English is now an API. Our apps read untrusted text; they follow instructions hidden in plain sight, and sometimes they turn that text into action. If you connect a model to tools or let it read documents from the wild, you have created a brand new attack surface. In this episode, we will make that concrete. We will talk about the attacks teams are seeing in 2025, the defenses that actually work, and how to test those defenses the same way we test code. Our guides are Tori Westerhoff and Roman Lutz from Microsoft. They help lead AI red teaming and build PyRIT, a Python framework the Microsoft AI Red Team uses to pressure test real products. By the end of this hour you will know where the biggest risks live, what you can ship this quarter to reduce them, and how PyRIT can turn security from a one time audit into an everyday engineering practice. Episode sponsors Sentry AI Monitoring, Code TALKPYTHON Agntcy Talk Python Courses Links from the show Tori Westerhoff: linkedin.com Roman Lutz: linkedin.com PyRIT: aka.ms/pyrit Microsoft AI Red Team page: learn.microsoft.com 2025 Top 10 Risk & Mitigations for LLMs and Gen AI Apps: genai.owasp.org AI Red Teaming Agent: learn.microsoft.com 3 takeaways from red teaming 100 generative AI products: microsoft.com MIT report: 95% of generative AI pilots at companies are failing: fortune.com A couple of "Little Bobby AI" cartoons Give me candy: talkpython.fm Tell me a joke: talkpython.fm Watch this episode on YouTube: youtube.com Episode #521 deep-dive: talkpython.fm/521 Episode transcripts: talkpython.fm Developer Rap Theme Song: Served in a Flask: talkpython.fm/flasksong --- Stay in touch with us --- Subscribe to Talk Python on YouTube: youtube.com Talk Python on Bluesky: @talkpython.fm at bsky.app Talk Python on Mastodon: talkpython Michael on Bluesky: @mkennedy.codes at bsky.app Michael on Mastodon: mkennedy

Topics covered in this episode: * PostgreSQL 18 Released* * Testing is better than DSA (Data Structures and Algorithms)* * Pyrefly in Cursor/PyCharm/VSCode/etc* * Playwright & pytest techniques that bring me joy* 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: PostgreSQL 18 Released PostgreSQL 18 is out (Sep 25, 2025) with a focus on faster text handling, async I/O, and easier upgrades. New async I/O subsystem speeds sequential scans, bitmap heap scans, and vacuum by issuing concurrent reads instead of blocking on each request. Major-version upgrades are smoother: pg_upgrade retains planner stats, adds parallel checks via -jobs, and supports faster cutovers with -swap. Smarter query performance lands with skip scans on multicolumn B-tree indexes, better OR optimization, incremental-sort merge joins, and parallel GIN index builds. Dev quality-of-life: virtual generated columns enabled by default, a uuidv7() generator for time-ordered IDs, and RETURNING can expose both OLD and NEW. Security gets an upgrade with native OAuth 2.0 authentication; MD5 password auth is deprecated and TLS controls expand. Text operations get a boost via the new PG_UNICODE_FAST collation, faster upper/lower, a casefold() helper, and clearer collation behavior for LIKE/FTS. Brian #2: Testing is better than DSA (Data Structures and Algorithms) Ned Batchelder If you need to grind through DSA problems to get your first job, then of course, do that, but if you want to prepare yourself for a career, and also stand out in job interviews, learn how to write tests. Testing is a skill you'll use constantly, will make you stand out in job interviews, and isn't taught well in school (usually). Testing code well is not obvious. It's a puzzle and a problem to solve. It gives you confidence and helps you write better code. Applies everywhere, at all levels. Notes from Brian Most devs suck at testing, so being good at it helps you stand out very quickly. Thinking about a system and how to test it often very quickly shines a spotlight on problem areas, parts with not enough specification, and fuzzy requirements. This is a good thing, and bringing up these topics helps you to become a super valuable team member. High level tests need to be understood by key engineers on a project. Even if tons of the code is AI generated. Even if many of the tests are, the people understanding the requirements and the high level tests are quite valuable. Michael #3: Pyrefly in Cursor/PyCharm/VSCode/etc Install the VSCode/Cursor extension or PyCharm plugin, see https://pyrefly.org/en/docs/IDE/ Brian spoke about Pyrefly in #433: Dev in the Arena I've subsequently had the team on Talk Python: #523: Pyrefly: Fast, IDE-friendly typing for Python (podcast version coming in a few weeks, see video for now.) My experience has been Pyrefly changes the feel of the editor, give it a try. But disable the regular language server extension. Brian #4: Playwright & pytest techniques that bring me joy Tim Shilling “I've been working with playwright more often to do end to end tests. As a project grows to do more with HTMX and Alpine in the markup, there's less unit and integration test coverage and a greater need for end to end tests.” Tim covers some cool E2E techniques Open new pages / tabs to be tested Using a pytest marker to identify playwright tests Using a pytest marker in place of fixtures Using page.pause() and Playwright's debugging tool Using assert_axe_violations to prevent accessibility regressions Using page.expect_response() to confirm a background request occurred From Brian Again, with more and more lower level code being generated, and many unit tests being generated (shakes head in sadness), there's an increased need for high level tests. Don't forget API tests, obviously, but if there's a web interface, it's gotta be tested. Especially if the primary user experience is the web interface, building your Playwright testing chops helps you stand out and let's you test a whole lot of your system with not very many tests. Extras Brian: Big O - By Sam Who Yes, take Ned's advice and don't focus so much on DSA, focus also on learning to test. However, one topic you should be comfortable with in algortithm-land is Big O, at least enough to have a gut feel for it. And this article is really good enough for most people. Great graphics, demos, visuals. As usual, great content from Sam Who, and a must read for all serious devs. Python 3.14.0rc3 has been available since Sept 18. Python 3.14.0 final scheduled for Oct 7 Django 6.0 alpha 1 released Django 6.0 final scheduled for Dec 3 Python Test Static hosting update Some interesting discussions around setting up my own server, but this seems like it might be yak shaving procrastination research when I really should be writing or coding. So I'm holding off until I get some writing projects and a couple SaaS projects further along. Joke: Always be backing up

A couple years ago, Charlie Marsh lit a fire under Python tooling with Ruff and then uv. Today he's back with something on the other side of that coin: pyx. Pyx isn't a PyPI replacement. Think server, not just index. It mirrors PyPI, plays fine with pip or uv, and aims to make installs fast and predictable by letting a smart client talk to a smart server. When the client and server understand each other, you get new fast paths, fewer edge cases, and the kind of reliability teams beg for. If Python packaging has felt like friction, this conversation is traction. Let's get into it. Episode sponsors Six Feet Up Talk Python Courses Links from the show Charlie Marsh on Twitter: @charliermarsh Charlie Marsh on Mastodon: @charliermarsh Astral Homepage: astral.sh Pyx Project: astral.sh Introducing Pyx Blog Post: astral.sh uv Package on GitHub: github.com UV Star History Chart: star-history.com Watch this episode on YouTube: youtube.com Episode #520 deep-dive: talkpython.fm/520 Episode transcripts: talkpython.fm Developer Rap Theme Song: Served in a Flask: talkpython.fm/flasksong --- Stay in touch with us --- Subscribe to Talk Python on YouTube: youtube.com Talk Python on Bluesky: @talkpython.fm at bsky.app Talk Python on Mastodon: talkpython Michael on Bluesky: @mkennedy.codes at bsky.app Michael on Mastodon: mkennedy

Topics covered in this episode: * pandas is getting pd.col expressions* * Cline, At-Cost Agentic IDE Tooling* * uv cheatsheet* Ducky Network UI 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: pandas is getting pd.col expressions Marco Gorelli Next release of Pandas will have pd.col(), inspired by some of the other frameworks I'm guessing Pandas 2.3.3? or 2.4.0? or 3.0.0? (depending on which version they bump?) “The output of pd.col is called an expression. You can think of it as a delayed column - it only produces a result once it's evaluated inside a dataframe context.” It replaces many contexts where lambda expressions were used Michael #2: Cline, At-Cost Agentic IDE Tooling Free and open-source Probably supports your IDE (if your IDE isn't a terminal) VS Code VS Code Insiders Cursor Windsurf JetBrains IDEs (including PyCharm) You pick plan or act (very important) It shows you the price as the AI works, per request, right in the UI Brian #3: uv cheatsheet Rodgrigo at mathspp.com Nice compact cheat sheet of commands for Creating projects Managing dependencies Lifecycle stuff like build, publish, bumping version uv tool (uvx) commands working with scripts Installing and updating Python versions plus venv, pip, format, help and update Michael #4: Ducky Network UI Ducky is a powerful, open-source, all-in-one desktop application built with Python and PySide6. It is designed to be the perfect companion for network engineers, students, and tech enthusiasts, combining several essential utilities into a single, intuitive graphical interface. Features Multi-Protocol Terminal: Connect via SSH, Telnet, and Serial (COM) in a modern, tabbed interface. SNMP Topology Mapper: Automatically discover your network with a ping and SNMP sweep. See a graphical map of your devices, color-coded by type, and click to view detailed information. Network Diagnostics: A full suite of tools including a Subnet Calculator, Network Monitor (Ping, Traceroute), and a multi-threaded Port Scanner. Security Toolkit: Look up CVEs from the NIST database, check password strength, and calculate file hashes (MD5, SHA1, SHA256, SHA512). Rich-Text Notepad: Keep notes and reminders in a dockable widget with formatting tools and auto-save. Customizable UI: Switch between a sleek dark theme and a clean light theme. Customize terminal colors and fonts to your liking. Extras Brian: Where are the cool kids hosting static sites these days? Moving from Netlify to Cloudflare Pages - Will Vincent from Feb 2024 Traffic is a concern now for even low-ish traffic sites since so many bots are out there Netlify free plan is less than 30 GB/mo allowed (grandfathered plans are 100 GB/mo) GH Pages have a soft limit of 100 GB/mo Cloudflare pages says unlimited Michael: PyCon Brazil needs some help with reduced funding from the PSF Get a ticket to donate for a student to attend (at the button of the buy ticket checkout dialog) I upgraded to macOS Tahoe Loving it so far. Only issue I've seen so far has been with alt-tab for macOS Joke: Hiring in 2025 vs 2021 2021: “Do you have an in-house kombucha sommelier?” “Let's talk about pets, are you donkey-friendly?”, “Oh you think this is a joke?” 2025: “Round 8/7” “Out of 12,000 resumes, the AI picked yours” “Binary tree? Build me a foundational model!” “Healthcare? What, you want to live forever?”

Today on Talk Python: What really happens when your data work outgrows your laptop. Matthew Rocklin, creator of Dask and cofounder of Coiled, and Nat Tabris a staff software engineer at Coiled join me to unpack the messy truth of cloud-scale Python. During the episode we actually spin up a 1,000 core cluster from a notebook, twice! We also discuss picking between pandas and Polars, when GPUs help, and how to avoid surprise bills. Real lessons, real tradeoffs, shared by people who have built this stuff. Stick around. Episode sponsors Seer: AI Debugging, Code TALKPYTHON Talk Python Courses Links from the show Matthew Rocklin: @mrocklin Nat Tabris: tabris.us Dask: dask.org Coiled: coiled.io Watch this episode on YouTube: youtube.com Episode #519 deep-dive: talkpython.fm/519 Episode transcripts: talkpython.fm Developer Rap Theme Song: Served in a Flask: talkpython.fm/flasksong --- Stay in touch with us --- Subscribe to Talk Python on YouTube: youtube.com Talk Python on Bluesky: @talkpython.fm at bsky.app Talk Python on Mastodon: talkpython Michael on Bluesky: @mkennedy.codes at bsky.app Michael on Mastodon: mkennedy

In this episode, we introduce a simple yet powerful mental model from the world of sports: forced vs. unforced errors. By understanding this concept, you can shift your focus from things outside your control to the simple, foundational behaviours that truly define a successful career.Understand the Difference: Learn the distinction between forced errors—mistakes caused by chance, situation, or randomness that are hard to prevent—and unforced errors, which are avoidable blunders resulting from a lack of attention or care.Focus on What You Control: Discover why the most successful engineers prioritise reducing their unforced errors. While most people worry about hard-to-predict "forced errors," top performers concentrate on the fundamentals they can directly influence.Identify Your Unforced Errors: Recognise common unforced errors in your career, such as not testing your work, being late for meetings, erratic communication, or posting unprofessional content online. These simple mistakes can significantly impact your career over time.Conduct a Self-Audit: Learn the value of regularly performing a "self-audit" to identify and correct the simple, common-sense things you may be failing at. By improving in these areas, you can dramatically increase your reliability and competitiveness.