Podcasts about Toks

Valdantieji socialdemokratai skuba dar šioje besibaigiančioje Seimo sesijoje atšaukti ankstesnės kadencijos Seimo sprendimą, kad viduriniam išsilavinimui įgyti yra reikalingi išlaikyti trys valstybiniai brandos egzaminai. Tokia nuostata turėjo įsigalioti jau nuo rugsėjo.Vyriausybė, beje, jau pritarė siūlymui grąžinti šiuo metu galiojantį modelį, kad viduriniam išsilavinimui įgyti pakanka dviejų egzaminų – lietuvių kalbos ir literatūros bei dar vieno pasirinktino.Be to, siūloma atsisakyti ir Švietimo įstatymo nuostatos, kad, norint įgyti pagrindinį išsilavinimą ir tęsti mokymąsi gimnazijoje, yra būtina išlaikyti dešimtoje klasėje pagrindinio ugdymo pasiekimų patikrinimus (PUPP).Toks barjeras, pereinant į vienuoliktą klasę, buvusios valdančiosios konservatorių ir liberalų daugumos sprendimu turėjo atsirasti šių metų rugsėjį.Kaip šių siūlymų reikalingumą argumentuoja patys pataisų teikėjai? Bei kaip tai prisidės prie geresnės švietimo kokybės?LRT radijo švietimo laidoje diskutuoja Seimo Švietimo ir mokslo komiteto pirmininkė Jurgita Šukevičienė bei vienas iš pataisų autorių, parlamentaras Darius Jakavičius.Ved. Jonė Kučinskaitė

Rašytoja, muziejininkė Aldona Ruseckaitė kasdien radijo klausosi jau beveik 70 metų. Sako, jei sugestų radijas, ji būtų labai nelaiminga.Visuomenei pristatytas filmas apie Šiaulių berniukų ir jaunuolių choro „Dagilėlis“ gyvenimą.Domanto Razausko muzikinės naujienos.Vilniuje įteikti 17-ieji nacionaliniai kino apdovanojimai „Sidabrinė gervė“. Šiais metais daugiausiai apdovanojimų susižėrė Aistės Žegulytės ir Vytauto Katkaus filmai.Naktinių klubų vieta – muziejuje? Toks klausimas gali kilti stebint jų uždarymo dinamiką.Pirmąsias dvi birželio savaites Vilniaus dailės akademija kviečia į baigiamųjų darbų parodą „Graduation Show 2026“.LRT KLASIKA nuo birželio 1-osios pradeda savo vasaros sezoną.Ved. Marius Eidukonis

„Turiu abejonių ar šis masinis, sakyčiau, „hipsteriškas“, ironiškas, „instagraminis“ renginys pritrauks tikruosius gurmanus iš Vakarų Europos . Karnavalinių eisenų programa į šalį nustumia gastronomiją ir jos esmę“, – vertindamas savaitgalį sostinėje vykstantį „Vilnius Pink Soup Fest“, sako gastronomijos publicistas Paulius Jurkevičius. Ar per šaltibarščius galime apie save pasakoti pasauliui?Naktinių klubų vieta – muziejuje? Toks klausimas gali kilti stebint jų uždarymo dinamiką.Kurortai Europoje ėmė plisti XIX a. pradžioje. Apie Lietuvos pajūrio kurortų ir paplūdimių madas ir taisykles pasakoja Lietuvos jūrų muziejaus paroda „Poilsiavimas Lietuvos pajūryje, 1806–1939 m.“Pasaulio kultūros įvykių apžvalgoje – apie Ukrainoje per pastarąją savaitę surengtas atakas nuniokotą šalies Nacionalinį dailės muziejų, pasakojimas apie 72 m. amžiaus traukinių stoties apsaugos darbuotoją, o kartu ir vieną paklausiausių Japonijoje grafikos dizainerių, bei naujausia Paulo McCartney muzika.„Smalsiai stebiu, į kokį archeologinį nuotykį leidžiasi vis daugiau didžiųjų Europos muziejų, sergstinčių senųjų civilizacijų paveldą. Paveldą, kurį XIX a. europietiškos imperijos neretai susigrobė iš okupuotų Afrikos ar Artimųjų Rytų kraštų“, – komentare sako vertėja Toma Gudelytė.Lietuvos audiosensorinė biblioteka išleido antrąjį grožinės literatūros kūrinį suaugusiems lengvai suprantama kalba – Žemaitės apsakymą „Marti“.Daugelis dizainerių yra egocentriški ir svajoja apie savo atskirus mados kolekcijų pristatymus – teigia Sandra Straukaitė. Tad ką egocentriškiesiems mados kūrėjams suteikia tokie kolektyviniai, bendruomenę apjungiantys renginiai kaip „Mados infekcija“?Ved. ir red. Indrė Kaminckaitė

Naktinių klubų vieta – muziejuje? Toks klausimas gali kilti stebint jų uždarymo dinamiką. Verta patikslinti – nebeišsilaiko tie klubai, kuriuose muzikinis turinys ne mažiau svarbus negu svaigalų vartojimas. Galbūt muzika tiesiog tapo nepakankamai svarbi, o gal jaunąją kartą namuose sulaiko kitos priežastys? Jų su šį savaitgalį uždaromo Kauno klubo „Lizdas“ atstovu Mantu Pakelčiu ir elektroninės muzikos apžvalgininku Justu Kontrimu ieško Kotryna Lingienė.

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In this episode of Tech Talks, Mahima Singh interviews Siddharth Singh, a published AI researcher, engineer and MS Computer Science Candidate at Stony Brook University. Siddharth shares insights on bridging research and engineering in real-world AI systems. He highlights the fundamental difference between researchers and engineers—where researchers focus on truth and rigor, engineers focus on building reliable systems under real-world constraints—and emphasizes the importance of combining both mindsets to create impactful AI solutions.Siddharth discusses how to identify meaningful research problems, design robust evaluation frameworks, and navigate the transition from research to production. He explains that real-world AI systems must account for constraints like latency, compute, and unpredictable environments, making system design—not just model performance—critical. He also highlights common failure modes in AI, including distribution shifts, metric misalignment, and human behavior adaptation.In this conversation, Siddharth shares practical guidance for working across research, engineering, and product roles. He explains how strong product managers manage uncertainty, translate business problems into precise technical questions, and avoid premature assumptions. He also advises students to build technical literacy, understand the gap between research and deployment, and develop the ability to frame clear, actionable problems. The discussion concludes with insights on experimentation, iteration, and the critical role of human judgment in building reliable AI systems.

Kiek valstybinių egzaminų reikia išlaikyti, kad gautum brandos atestatą? Praėjusios kadencijos Seimas nutarė, kad vidurinis išsilavinimas įgyjamas išlaikius tris valstybinius brandos egzaminus, tokia nuostata turėtų įsigalioti nuo šių metų rugsėjo 1 d. Tačiau ją atšaukti ir palikti du egzaminus siūlo socialdemokratas Darius Jakavičius, tam šiandien po pateikimo pritarė parlamentarai.Prezidentūra su Lietuvos banku imasi iniciatyvų, kurios pensijas atsiėmusius gyventojus paskatintų investuoti, o neapsisprendusius - likti kaupimo sistemoje. Tarp svarstomų priemonių - siūlymas naikinti pensijų anuiteto reikalavimą. Tokiu atveju, sulaukęs pensinio amžiaus, asmuo galėtų iškart naudoti visą pensijų fonde sukauptą sumą.Seimas po pateikimo pritarė siūlymui nustatyti lengvatinį 5 proc. pridėtinės vertės mokesčio tarifą menstruacijų higienos priemonėms. Siūlymo autorė Agnė Jakavičiutė-Miliauskienė mano, kad tai padėtų spręsti nepakankamo tokių higienos priemonių prieinamumo klausimą.Vengrijoje pasikeitus valdžiai tikimasi patvirtinti 90 milijardų lengvatinę paskolą Ukrainą. Apie tai kalbasi Europos Sąjungos užsienio reikalų ministrai susirinkę Liuksemburge.Ar sporto pasaulis kada nors išvys greitesnį sprinterį negu Usainas Boltas? Toks klausimas keliamas jau ne vienerius metus, o konkretaus atsakymo į jį – vis dar nerasta. Tiesa, pastaruoju metu tokias kalbas labai stipriai pakurstė 18-metis Australijos bėgikas Goutas Goutas, sudrebinęs sprinto takelį.Ved. Agnė Skamarakaitė

Quote of The Day: "Sometimes your presence is the only medicine a person needs. Be in the moment!" - Bishop Bronner Some people are human medicine. You spend an hour with them and everything feels better” Host: TOLA Omoniyi

Gynybos monstras. Darbininkas. Kovos simbolis. Apie Arną Butkevičių šitai jau girdėjot. Kas naujo tada? Arnas dar ir žiauriai gerai kalba. Tuo čia ir įsitikinsite. Renginio partneriai: Red Bull suteikia sparnuuus. O daugiau Red Bull pasaulio akimirkų rasi čia: https://www.instagram.com/redbullltu?igsh=MXg0djMwZ2owYngxdw%3D%3D Inbank medicinos paskola – sprendimai dėl savijautos neturi laukti. Iki 15 000 € odontologijai, regos korekcijai ar kitoms sveikatos paslaugoms. Paraiška internetu, greitas sprendimas ir lėšos tiesiai į tavo sąskaitą. https://www.inbank.lt/ Biržų duona kartu su Kauno „Žalgiriu“ pristato naujus duonos traškučius „Doki Doki Žalgiris“. Trys klasikiniai skoniai – krapų ir grietinės, saldžiųjų paprikų bei česnakų su druska – sukurti tam, kad papildytų kiekvieno sirgaliaus krepšinio patirtį. https://namo.birzuduona.lt/

Vilniaus meras Valdas Benkunskas nepritaria idėjai sostinėje statyti mečetę ir sako, kad valdžia turėtų griežčiau valdyti migrantų srautus ir reikalauti, jog į Lietuvą atvykę migrantai mokytųsi lietuvių kalbos. Toks mero pareiškimas papiktino dalį Lietuvoje gyvenančių musulmonų. Reikia Vilniuje mečetės ar ne?Aktualus klausimas. Dalis savivaldybių jau šiomis dienomis ketina baigti šildymo sezoną. Koks jums buvo šis šildymo sezonas?20-imt metų Lietuvoje yra įstatymas, leidžiantis atsirasti profesiniams pensijų fondams. Bet tokių fondų taip ir neatsirado. Kodėl?Daliai žmonių jau atgavus antrojoje pensijų pakopoje sukauptus pinigus, pardavimai praėjusį savaitgalį šoktelėjo ir siekia Kalėdų laikotarpį. Bankų duomenimis, daugiausia lėšų nukeliavo atsiskaitymams už baldus, elektronikos prekes, juvelyriką buitinę ir telekomunikacijų įrangą. Kur dar žmonės išleidžia iš pensijų fondų atgautus pinigus?Kokių pokyčių po Peterio Magyaro partijos „Tisza“ pergalės rinkimuose tikisi Vengrijos kultūros bendruomenė?Varėnos rajono Marcinkonių gyventojai prašo mažinti leistiną greitį kaimą kertančiame kelyje. Kodėl?Ved. Edvardas Kubilius

In this episode of Tech Toks, Mahima Singh interviews Akshata Parab, Executive Director at Morgan Stanley, who shares her inspiring career journey, key inflection points, and the impact of AI on the financial services industry. Akshata discusses the importance of self-awareness, adaptability, and the role of AI in shaping competitive dynamics and long-term impacts in finance. She emphasizes the need for firms to integrate AI responsibly while maintaining human oversight. In this conversation, Akshata discusses the integration of AI tools in the workplace, emphasizing their role in enhancing efficiency and decision-making. She highlights the importance of defining clear objectives for AI integration, ensuring data quality, and prioritizing security. Akshata also shares insights on personal branding, the significance of developing both vertical and horizontal skills, and the essential skills for students and young professionals in a tech-driven world. The discussion concludes with rapid-fire insights on current AI trends and predictions for the future.

Karas Artimuosiuose Rytuose smogė ir dėl Rusijos karo nualintam Ukrainos žemės ūkio sektoriui.Savaitgalį pasibaigė 10 dienų keturių astronautų kelionė kosmose. Jos metu jie dukart apskrido žemę ir vieną kartą mėnulį. O kokius duomenis iš šios misijos jau pavyko išanalizuoti ir ką naujo sužinojome?Karas Artimuosiuose Rytuose smarkiai išaugino degalų kainoms ir autobusų bendrovėms. Jos sako dirbančios nuostolingai, tačiau kol kas bilietų kainų nekelia ir piktinasi valdžios sprendimu laikinai sumažinti traukinių bilietų kainas. Toks aktualus klausimas: ar reikėtų keleiviams kompensuoti ir autobusų bilietų kainas?LRT Girdi tema apie panevėžiečių porą, kuriuos pasivijo dešimtmečio skola, nors sutuoktiniai sako, kad ją sumokėjo ir turi tai įrodančius kvitus. Kaip tokia situacija nutiko?Vakar įvyko parlamento rinkimai Vengrijoje. Balsuoti atėjo rekordinis kiekis žmonių, o opozicija triuškinamai laimėjo balsavimą ir viena užsitikrino daugumą parlamente.LRT prieš kurį laiką atlikto tyrimo pratęsimą apie įmonę, kuri ir Lietuvos oro uostuose valdo neapmuitintų prekių parduotuves, ir dirba su šaliai priešiškais režimais.Ved. Liuda Kudinova

We're proud to release this ahead of Ryan's keynote at AIE Europe. Hit the bell, get notified when it is live! Attendees: come prepped for Ryan's AMA with Vibhu after.Move over, context engineering. Now it's time for Harness engineering and the age of the token billionaires.Ryan Lopopolo of OpenAI is leading that charge, recently publishing a lengthy essay on Harness Eng that has become the talk of the town:In it, Ryan peeled back the curtains on how the recently announced OpenAI Frontier team have become OpenAI's top Codex users, running a >1m LOC codebase with 0 human written code and, crucially for the Dark Factory fans, no human REVIEWED code before merge. Ryan is admirably evangelical about this, calling it borderline “negligent” if you aren't using >1B tokens a day (roughly $2-3k/day in token spend based on market rates and caching assumptions):Over the past five months, they ran an extreme experiment: building and shipping an internal beta product with zero manually written code. Through the experiment, they adopted a different model of engineering work: when the agent failed, instead of prompting it better or to “try harder,” the team would look at “what capability, context, or structure is missing?”The result was Symphony, “a ghost library” and reference Elixir implementation (by Alex Kotliarskyi) that sets up a massive system of Codex agents all extensively prompted with the specificity of a proper PRD spec, but without full implementation:The future starts taking shape as one where coding agents stop being copilots and start becoming real teammates anyone can use and Codex is doubling down on that mission with their Superbowl messaging of “you can just build things”.Across Codex, internal observability stacks, and the multi-agent orchestration system his team calls Symphony, Ryan has been pushing what happens when you optimize an entire codebase, workflow, and organization around agent legibility instead of human habit.We sat down with Ryan to dig into how OpenAI's internal teams actually use Codex, why the real bottleneck in AI-native software development is now human attention rather than tokens, how fast build loops, observability, specs, and skills let agents operate autonomously, why software increasingly needs to be written for the model as much as for the engineer, and how Frontier points toward a future where agents can safely do economically valuable work across the enterprise.We discuss:* Ryan's background from Snowflake, Brex, Stripe, and Citadel to OpenAI Frontier Product Exploration, where he works on new product development for deploying agents safely at enterprise scale* The origin of “harness engineering” and the constraint that kicked off the whole experiment: Ryan deliberately refused to write code himself so the agent had to do the job end to end* Building an internal product over five months with zero lines of human-written code, more than a million lines in the repo, and thousands of PRs across multiple Codex model generations* Why early Codex was painfully slow at first, and how the team learned to decompose tasks, build better primitives, and gradually turn the agent into a much faster engineer than any individual human* The obsession with fast build times: why one minute became the upper bound for the inner loop, and how the team repeatedly retooled the build system to keep agents productive* Why humans became the bottleneck, and how Ryan's team shifted from reviewing code directly to building systems, observability, and context that let agents review, fix, and merge work autonomously* Skills, docs, tests, markdown trackers, and quality scores as ways of encoding engineering taste and non-functional requirements directly into context the agent can use* The shift from predefined scaffolds to reasoning-model-led workflows, where the harness becomes the box and the model chooses how to proceed* Symphony, OpenAI's internal Elixir-based orchestration layer for spinning up, supervising, reworking, and coordinating large numbers of coding agents across tickets and repos* Why code is increasingly disposable, why worktrees and merge conflicts matter less when agents can resolve them, and what it really means to fully delegate the PR lifecycle* “Ghost libraries”, spec-driven software, and the idea that a coding agent can reproduce complex systems from a high-fidelity specification rather than shared source code* The broader future of Frontier: safely deploying observable, governable agents into enterprises, and building the collaboration, security, and control layers needed for real-world agentic workRyan Lopopolo* X: https://x.com/_lopopolo* Linkedin: https://www.linkedin.com/in/ryanlopopolo/* Website: https://hyperbo.la/contact/Timestamps00:00:00 Introduction: Harness Engineering and OpenAI Frontier00:02:20 Ryan's background and the “no human-written code” experiment00:08:48 Humans as the bottleneck: systems thinking, observability, and agent workflows00:12:24 Skills, scaffolds, and encoding engineering taste into context00:17:17 What humans still do, what agents already own, and why software must be agent-legible00:24:27 Delegating the PR lifecycle: worktrees, merge conflicts, and non-functional requirements00:31:57 Spec-driven software, “ghost libraries,” and the path to Symphony00:35:20 Symphony: orchestrating large numbers of coding agents00:43:42 Skill distillation, self-improving workflows, and team-wide learning00:50:04 CLI design, policy layers, and building token-efficient tools for agents00:59:43 What current models still struggle with: zero-to-one products and gnarly refactors01:02:05 Frontier's vision for enterprise AI deployment01:08:15 Culture, humor, and teaching agents how the company works01:12:29 Harness vs. training, Codex model progress, and “you can just do things”01:15:09 Bellevue, hiring, and OpenAI's expansion beyond San FranciscoTranscriptRyan Lopopolo: I do think that there is an interesting space to explore here with Codex, the harness, as part of building AI products, right? There's a ton of momentum around getting the models to be good at coding. We've seen big leaps in like the task complexity with each incremental model release where if you can figure out how to collapse a product that you're trying to.Build a user journey that you're trying to solve into code. It's pretty natural to use the Codex Harness to solve that problem for you. It's done all the wiring and lets you just communicate in prompts. To let the model cook, you have to step back, right? Like you need to take a systems thinking mindset to things and constantly be asking, where is the Asian making mistakes?Where am I spending my time? How can I not spend that time going forward? And then build confidence in the automation that I'm putting in place. So I have solved this part of the SDLC.swyx: [00:01:00] All right.[00:01:03] Meet Ryan swyx: We're in the studio with Ryan from OpenAI. Welcome.Ryan Lopopolo: Hi,swyx: Thanks for visiting San Francisco and thanks for spending some time with us.Ryan Lopopolo: Yeah, thank you. I'm super excited to be here.swyx: You wrote a blockbuster article on harness engineering. It's probably going to be the defining piece of this emerging discipline, huh?Ryan Lopopolo: Thank you. It is it's been fun to feel like we've defined the discourse in some sense.swyx: Let's contextualize a little bit, this first podcast you've ever done. Yes. And thank you for spending with us. What is, where is this coming from? What team are you in all that jazz?Ryan Lopopolo: Sure, sure.Ryan Lopopolo: I work on Frontier Product Exploration, new product development in the space of OpenAI Frontier, which is our enterprise platform for deploying agents safely at scale, with good governance in any business. And. The role of VMI team has been to figure out novel ways to deploy our models into package and products that we can sell as solutions to enterprises.swyx: And you have a background, I'll just squeeze it in there. Snowflake, brick, [00:02:00] stripe, citadel.Ryan Lopopolo: Yes. Yes. Same. Any kind of customerswyx: entire life. Yes. The exact kind of customer that you want to,Vibhu: so I'll say, I was actually, I didn't expect the background when I looked at your Twitter, I'm seeing the opposite.Stuff like this. So you've got the mindset of like full send AI, coding stuff about slop, like buckling in your laptop on your Waymo's. Yes. And then I look at your profile, I'm like, oh, you're just like, you're in the other end too. Oh, perfect. Makes perfect.Ryan Lopopolo: I it's quite fun to be AI maximalist if you're gonna live that persona.Open eye is the place to do it. And it'sswyx: token is what you say.Ryan Lopopolo: Yeah. Certainly helps that we have no rate limits internally. And I can go, like you said, full send at this stay.swyx: Yeah. Yeah. So the Frontier, and you're a special team within O Frontier.Ryan Lopopolo: We had been given some space to cook, which has been super, super exciting.[00:02:47] Zero Code ExperimentRyan Lopopolo: And this is why I started with kind of a out there constraint to not write any of the code myself. I was figuring if we're trying to make agents that can be deployed into end to enterprises, they should be [00:03:00] able to do all the things that I do. And having worked with these coding models, these coding harnesses over 6, 7, 8 months, I do feel like the models are there enough, the harnesses are there enough where they're isomorphic to me in capability and the ability to do the job.So starting with this constraint of I can't write the code meant that the only way I could do my job was to get the agent to do my job.Vibhu: And like a, just a bit of background before that. This is basically the article. So what you guys did is five months of working on an internal tool, zero lines of code over a mi, a million lines of code in the total code base.You say it was cenex, more like it was cenex faster than you would've. If you had done it by end. SoRyan Lopopolo: yeah, thatVibhu: was the mindset going into this, right?Ryan Lopopolo: That's right.[00:03:46] Model Upgrades LessonsRyan Lopopolo: Started with some of the very first versions of Codex CLI, with the Codex Mini model, which was obviously much less capable than the ones we have today.Which was also a very good constraint, right? Quite a visceral feeling to ask the [00:04:00] model to build you a product feature. And it just not being able to assemble the pieces together.Which kind of defined one of the mindsets we had for going into this, which is whenever the model just cannot, you always pop open at the task, double click into it, and build smaller building blocks that then you can reassemble into the broader objective.And it was quite painful to do this. Honestly, the first month and a half was. 10 times slower than I would be. But because we paid that cost, we ended up getting to something much more productive than any one engineer could be because we built the tools, the assembly station for the agent to do the whole thing.[00:04:43] Model Generations, Build Systems & Background ShellsRyan Lopopolo: But yeah, so onward to G BT 5, 5, 1, 5, 2, 5, 3, 5 4. To go through all these model generations and see their kind of corks and different working styles also meant we had to adapt the code base to change things up when the model was revved. [00:05:00] One interesting thing here is five two, the Codex harness at the time did not have background shells in it, which means we were able to rely on blocking scripts to perform long horizon work.But with five, three and background shells, it became less patient, less willing to block. So we had to retool the entire build system to complete in under a minute and. This is not a thing I would expect to be able to do in a code base where people have opinions. But because the only goal was to make the Asian productive over the course of a week, we went from a bespoke make file build to Basil, to turbo to nx and just left it there because builds were fast at that point.swyx: Interesting. Talk more about Turbo TenX. That's interesting ‘cause that's the other direction that other people have been doing.Ryan Lopopolo: Ultimately I have. Not a lot of experience with actual frontend repo architecture.swyx: You're talking that Jessica built the sky. So I'm like, I know the NX team. I know Turbo from Jared [00:06:00] Palmer.And I'm like, yeah, that's an interesting comparison.[00:06:02] One Minute Build LoopRyan Lopopolo: The hill we were climbing right, was make it fast.swyx: Is there a micro front end involved? Is it how how complex reactRyan Lopopolo: electron base single app sort of thingswyx: And must be under a minute. That's an interesting limitation. I'm actually not super familiar with the background shelf stuff.Probably was talked about in the fight three release.Ryan Lopopolo: BA basically means that codex is able to spawn commands in the background and then go continue to work while it waits for them to finish. So it can spawn an expensive build and then continue reviewing the code, for example.swyx: Yeah.Ryan Lopopolo: And this helps it be more time efficient for the user invoking the harness.swyx: And I guess and just to really nail this, like what does one minute matter? Like why not five, okay, good. We want no. WeRyan Lopopolo: want the inner loop to be as fast as possible. Okay. One minute was just a nice round number and we were able to hit it.swyx: And if it doesn't complete, it kills it or some something,Ryan Lopopolo: No.We just take that as a signal that we need to stop what we're doing, double click, decompose a build graph a bit to get us to high back under so that we [00:07:00] can able the agent continue to operate.swyx: It's almost like you're, it's like a ratchet. It's like you're forcing build time discipline, because if you don't, it'll just grow and grow.That's right. And you mentioned that my current, like the software I work on currently is at 12 minutes. It sucks.Ryan Lopopolo: This has been my experience with platform teams in the past, where you have an envelope of acceptable build times and you let it go up to breach and then you spend two, three weeks to bring it back down to the lower end of the average low bed stop.But because tokens are so cheap Yeah. And we're so insanely parallel with the model, we can just constantly be gardening this thing to make sure that we maintain these in variants, which means. There's way less dispersion in the code and the SDLC, which means we can simplify in a way and rely on a lot more in variance as we write the software.[00:07:45] Observability, Traces & Local Dev StackVibhu: Lovely.[00:07:46] Humans Are BottleneckVibhu: You mentioned in your article, like humans became the bottleneck, right? You kicked off as a team of three people. You're putting out a million line of code, like 1500 prs, basically. What's the mindset there? So as much as code is disposable, you're doing a lot of review. A lot [00:08:00] of the article talks about how you wanna rephrase everything is prompting everything, is what the agent can't see.It's kind of garbage, right? You shouldn't have it in there. So what's like the high level of how you went about building it, and then how you address okay, humans are just PR review. Like how is human in the loop for this?Ryan Lopopolo: We've moved beyond even the humans reviewing the code as well.[00:08:19] Human Review, PR Automation & Agent Code ReviewRyan Lopopolo: Most of the human review is post merge at this point.But post, post merge, that's not even reviewed. That's justswyx: Oh, let's just make ourselves happy by YouRyan Lopopolo: haven't used fundamentally. The model is trivially paralyzable, right? As many GPUs and tokens as I am willing to spend, I can have capacity to work with my hood base.The only fundamentally scarce thing is the synchronous human attention of my team. There's only so many hours in the day we have to eat lunch. I would like to sleep, although it's quite difficult to, stop poking the machine because it makes me want to feed it. You have to step back, right?Like you need to take a systems thinking mindset to things and [00:09:00] constantly be asking where is the agent making mistakes? Where am I spending my time? How can I not spend that time going forward? And then build confidence in the automation that I'm putting in place. So I have solved this part of the SDLC, and usually what that has looked like is like we started needing to pay very close attention to the code because the agent did not have the right building blocks to produce.Modular software that decomposed appropriately that was reliable and observable and actually accrued a working front end in these things, right?[00:09:35] Observability First SetupRyan Lopopolo: So in order to not spend all of our time sitting in front of a terminal at most, doing one or two things at a time, invested in giving the model that observability, which is that that graph in the post here.swyx: Yeah. Let's walk through this traces and which existed firstRyan Lopopolo: we started with just the app and the whole rest of it. From vector through to all these login metrics, APIs was, I dunno, half an [00:10:00] afternoon of my time. We have intentionally chosen very high level fast developer tools. There's a ton of great stuff out there now.We use me a bunch, which makes it trivial to pull down all these go written Victoria Stack binaries in our local development. Tiny little bit of python glue to spin all these up. And off you go. One neat thing here is we have tried to invert things as much as possible, which is instead of setting up an environment to spawn the coding agent into, instead we spawn the coding agent, like that's the entry point.It's just Codex. And then we give Codex via skills and scripts the ability to boot the stack if it chooses to, and then tell it how to set some end variables. So the app and local Devrel points at this stack that it has chosen to spin up. And this I think is like the fundamental difference between reasoning models and the four ones and four ohs of the past, where these models could not think so you had to put them in [00:11:00] boxes with a predefined set of state transitions.Whereas here we have the model, the harness be the whole box. And give it a bunch of options for how to proceed with enough context for it to make intelligent choices. SoVibhu: sales, so like a lot of that is around scaffolding, right? Yes. Previous agents, you would define a scaffold. It would operate in that.Lube, try again. That's pivoted off from when we've had reasoning models. They're seeming to perform better when you don't have a scaffold, right? That's right.[00:11:28] Docs Skills GuardrailsVibhu: And you go into like niches here too, like your SPEC MD and like having a very short agent MG Agent md.swyx: Yes. Yes.Vibhu: Yeah. So you even lay out what it is here, but I likeswyx: the table contents.Vibhu: Yeah.swyx: Like stuff like this, it really helps guide people because everyone's trying to do this.Ryan Lopopolo: This structure also makes it super cheap to put new content into the repository to steer both the humans and the agents.swyx: You, you reinvented skills, right?Vibhu: One big agents andswyx: skills from first princip holdsRyan Lopopolo: all skills did not exist when we started doing this.Vibhu: You have a short [00:12:00] one 100 line overall table of contents and then you have little skills, right? Core beliefs, MD tech tracker. Yeah. Yeah. The scale is overRyan Lopopolo: The tech jet tracker and the quality score are pretty interesting because this is basically a tiny little scaffold, like a markdown table, which is a hook for Codex to review all the business logic that we have defined in the app, assess how it matches all these documented guardrails and propose follow up work for itself.Before beads and all these ticketing systems, we were just tracking follow up work as notes in a markdown file, which, we could spa an agent on Aron to burn down. There's this really neat thing that like the models fundamentally crave text. So a lot of what we have done here is figure out ways to inject textswyx: intoRyan Lopopolo: the system right when we get a page, because we're missing a timeout, for example.I can just add Codex in Slack on that page and say, I'm gonna fix this by adding a timeout. Please update our reliability documentation. To require that all network calls have [00:13:00] timeouts. So I have not only made a point in time fix, but also like durably encoded this process knowledge around what good looks like.swyx: Yeah.Ryan Lopopolo: And we give that to the root coding agent as it goes and does the thing. But you can also use that to distill tests out of, or a code review agent, which is pointed at the same things to narrow the acceptable universe of the code that's produced.swyx: I think one of the concerns I have with that kind of stuff is you think you're making the right call by making, it's persisted for all time across everything.Yes. But then you didn't think about the exceptions that you need to make, right? And that you have to roll it back.Vibhu: Part of it isswyx: also sometimes it can follow your s instructions too.Vibhu: It's somewhat a skill, right? So it determines when it uses the tools, right? Like it's not like it'll run outta every call.It'll determine when it wants to check quality score, right?Ryan Lopopolo: Yeah. And we do in the prompts we give these agents, allow them to push back,[00:13:51] Agent Code Review RulesRyan Lopopolo: When we first started adding code review agents to the pr, it would be Codex, CLI. Locally writes the change, pushes up a PR on [00:14:00] those PR synchronizations of review agent fires.It posts a comment. We instruct Codex that it has to at least acknowledge and respond to that feedback. And initially the Codex driving the code author was willing to be bullied by the PR reviewer, which meant you could end up in a situation where things were not converging. So yeah, we had to,swyx: he's just a thrash.Ryan Lopopolo: We had to add more optionality to the prompts on both of these things, right? The reviewer agents were instructed to bias toward merging the thing to not surface anything greater than a P two in priority. We didn't really define P two, but we gave it, youswyx: did define P two.Ryan Lopopolo: We gave it a framework within which to score its outputswyx: and then greater than P zero is worse, right?Yes. P two is very good.Ryan Lopopolo: P zero is you will mute the code place ifswyx: you merch thisRyan Lopopolo: thing, right?swyx: Yeah.Ryan Lopopolo: But also on the code authoring agent side, we also gave it the flexibility to either defer or push back against review feedback, right? This happens all the time, right? Like I happen to notice something and leave a code review, [00:15:00] which.Could blow up the scope by a factor of two. I usually don't mean for that to be addressed Exactly. In the moment. It's more of an FYI file it to the backlog, pick it up in the next fix it week sort of thing. And without the context that this is permissible, the coding agents are gonna bias toward what they do, which is following instructions.swyx: Yeah.[00:15:19] Autonomous Merging Flowswyx: I do wanted to check in on a couple things, right? Sure. All the coding review agent, it can merge autonomously. I think that's something that a lot of people aren't comfortable with. And you have a list here of how much agents do they do Product code and tests, CI configuration and release tooling, internal Devrel tools, documentation eval, harness review, comments, scripts that manage the repository itself, production dashboard definition files, like everything.Yes. And so they're just all churning at the same time, is there like a record that, that any human on the team pulls to stop everythingRyan Lopopolo: Because we are building a native application here. We're not doing continuous deploy. So there's still a human in the loop for cutting the release branch.I see. We require a blessed [00:16:00] human approved smoke test of the app before we promote it to distribution, these sort of things.swyx: So you're working on the app, you're not building like infrastructure where you have like nines of reliability, that kinda stuff?Ryan Lopopolo: That's correct. That's correct. Okay. And also like full recognition here that all of this activity took in a completely greenfield repository.There's. Should be no script that this applies generally toswyx: this is a production thing, you're gonna shipRyan Lopopolo: toswyx: customers. Of course. Yeah, of course. So this is realVibhu: And like one of the things there is, you mentioned you started this as a repo from scratch. The onboarding first month or so was pretty, it was like working backwards, right?Yeah. And then you had to work with the system and now you're at that point where you know, you're very autonomous. I'm curious like, okay, so what, how human in the loop is it? So what are the bottlenecks that you wish you could still automate? And part of that is also like, where do you see the model trajectory improving and offloading more human in the loop?We just got 5.4. It's a really good,Ryan Lopopolo: fantastic model, by the way.Vibhu: Yeah. Yeah. It's the first one that's merged. Top tier coding. So it's codex level coding and reasoning. So general reasoning both in one model. SoRyan Lopopolo: andVibhu: computer [00:17:00] use vision.Ryan Lopopolo: Now we now with five four, I can just have Codex write the blog post, whereas for this one I had to balance between chat.swyx: Oh, I need to, I might be out of a job. Oh my God.Ryan Lopopolo: Oh,swyx: I know. You just gave me an idea for a completely AI newsletter that five four could do. Yeah, I get it Now.Ryan Lopopolo: This sort of thing is just one example of closing the loop, right? Like the dashboard thing you mentioned. We have Codex authoring the Js ON, for the Grafana dashboards and publishing them and also responding to the pages, which means when it gets the page, it knows exactly which dashboards are defined and what alerts.What alert was triggered by which exact log in the code base. ‘cause all of this stuff is collated together.swyx: It has to own everything.Yes. Yeah. Yeah.Ryan Lopopolo: And it means that if we have an outage that did not result in a page. It has the existing set of dashboards available to it. It has the existing set of metrics and logs and can figure out where the gaps in the dashboard are or [00:18:00] in the underlying metrics and fix them in one go.In the same way, you would have a full stack engineer be able to drive a feature from the backend all the way to the front end.Vibhu: So it, it seems like a lot of the work you guys had to do was you as a small team are fully working for a way that the model wants the software to be written. It's like less human legible for better. Code legibility, agent legibility. How do you think that affects broader teams? So one at OpenAI, do liaison, like this is how software should be written. Like I can imagine, say you join a new team with this methodology, this mindset there's ways that, teams do code review, teams write code, like teams are structured and a lot of it is for human legibility.So should we all swap? Like how does this play back one broader into OpenAI and then like broader into the software engineering, right? Is it like teams that pick this up will it's pretty drastic, right? You have to make a pretty big switch. Should they just full send Yeah.Ryan Lopopolo: The mindset is very much that I'm removed from the process, right? I can't really have deep code level opinions about [00:19:00] things. It's as if I'm. Group tech leading a 500 person organization.Vibhu: Yeah.Ryan Lopopolo: Like it's not appropriate for me to be in the weeds on every pr. This is why that post merge code review thing is like a good analog here, right?Like I have some representative sample of the code as it is written, and I have to use that to infer what the teams are struggling with, where they could use help, where they're already moving quickly and I can pivot my focus elsewhere.Vibhu: Yeah.Ryan Lopopolo: So I don't really have too many opinions around the code as it is written.I do, however, have a command based class, which is used to have repeatable chunks of business logic that comes with tracing and metrics and observability for free. And the thing to focus on is not how that business logic is structured, but that it uses this primitive ‘cause I know that's gonna give leverage by default.Vibhu: Yeah.Ryan Lopopolo: Yeah, back to that sort of systems stinking,Vibhu: and you have part of that in your blog post, enforcing architecture and ta taste how you set boundaries for what's used. There's also a section on redefining [00:20:00] engineering and stuff, but yeah, it's just, it's interesting to hear,Ryan Lopopolo: and as the models have gotten better, they have gotten better at proposing these abstractions to unblock themselves, which again, lets me move higher and higher up the stack to look deeper into the future on what ultimately blocked the team from shipping.swyx: Yeah. You mentioned so you, this is primarily a, it is like a 1 million line of code base electron app. But it manages its own services as well, so it's like a backend for front end type thing.Ryan Lopopolo: We do have a backend in there, but that's hosted in the cloud.Yeah. This sort of structure is actually within the separate main and render processesWithin theswyx: electric.That's just how electronic works.Ryan Lopopolo: Yeah, of course. So have also treated like. MVC style decomposition with the same level of rigor, which has been very fun.swyx: I have a fun pun. This is a tangent, NVC is model view controller. Any sort of full stack web Devrel knows that.But my AI native version of this is Model view Claw, the clause the harness.Ryan Lopopolo: That's right. That's right. I do think that there is an interesting space to [00:21:00] explore here with Codex, the harness as part of building AI products, right? There's a ton of momentum around getting the models to be good at coding.We've seen big leaps in like the task complexity with each incremental model release where if you can figure out how to collapse a product that you're trying to build, a user journey that you're trying to solve into code, it's pretty natural to use the Codex Harness to solve that problem for you. It's done all the wiring and lets you just communicate and prompts to let the model cook.Yeah. It's been very fun. And there's also a very engineering legible way of increasing capabil. It's fantastic, right? Yeah. Just give you, just give the model scripts, the same scripts you would already build for yourself.swyx: Yeah.Yeah. So for listeners, this is Ryan saying that software engineering or coding against will eat knowledge work like the non-coding parts that you would normally think.Oh, you have to build a separate agent for it. No, start a coding agent and go out from there. Which open Claw has like it's pie Underhood.Ryan Lopopolo: [00:22:00] Yes.Vibhu: Basically define your task in code. Everything is a codingswyx: agent by the way. Since I brought it up, it's probably the only place we bring it up. Is any open claw usage from you?Any?Ryan Lopopolo: No. No. Not for me. I don't have any spare Mac Minis rattling around my house.swyx: You can afford it? No. I just, I'm curious if it's changed anything in opening eye yet, but it's probably early days. And then the other, the other thing I, I wanna pull on here is like you mentioned ticketing systems and you mentioned prs and I'm wondering if both those things have to go away or be reinvented for this kind of coding.So the git itself and is like very hostile to multi-agent.Ryan Lopopolo: Yeah. We make very heavy use of work trees.swyx: But like even then, like I just did a, dropped a podcast yesterday with Cursors saying, and they said they're getting rid of work trees ‘cause it still has too many merge conflicts.It's still un too un unintuitive. But go ahead.Ryan Lopopolo: The models are really great at resolving merge conflicts. Yeah. And to get to a state where I'm not synchronously in the loop in my terminal, I almost don't care that there are mergeswyx: with disposable.[00:23:00] Yeah.Ryan Lopopolo: We invoke a dollar land skill and that coaches codex to push the PR Wait for human and agent reviewers Wait for CI to be green.Fix the flakes if there are any merged upstream. If the PR comes into conflict, wait for everything to pass. Put it in the merge queue. Deal with flakes until it's in Maine. End. This is what it means to delegate fully, right? This is in a, very large model re probably a significant tax on humans to get PRS merged, but the agent is more than capable of doing this and I really don't have to think about it other than keep my laptop open.swyx: Yeah. I used to be much more of a control freak, but now I'm like, yeah, actually you could do a better job of this than me. Yeah. With the right context. Yes.[00:23:47] Encoding Requirementsswyx: Anything else in harness in general? Just this piece, I just wanna make sure we,Ryan Lopopolo: I think one thing that I maybe didn't make super clear in the article that I heard on Twitter as an interesting, that's respond [00:24:00]swyx: to them.What's the chatter and then what's your response?Ryan Lopopolo: Ultimately, all the things that we have encoded in docs and tests and review agents and all these things are ways to put all the non-functional requirements of building high scale, high quality, reliable software into a space that prompt injects the agent.We either write it down as docs, we add links where the error messages tell how to do the right thing. So the whole meta of the thing is to basically tease out of the heads of all the engineers on my team, what they think good looks like, what they would do by default, or what they would coach a new hire on the team to do to get things to merch.And that's why we pay attention to all the mistakes, mistakes that the agent makes, right? This is code being written that is misaligned with some as yet not written down, non-functional requirement.swyx: Sorry, what? Did the online people misunderstand orRyan Lopopolo: No,swyx: whatyouRyan Lopopolo: responded to? Somebody just literally said that.I was like, oh yeah,swyx: okay,Ryan Lopopolo: This is the [00:25:00] thing. This is what I've been doing. Oh, youswyx: agree? Yeah. I see. Interesting.Ryan Lopopolo: One other neat thing, which I did totally did not expect is folks were just. Taking the link to the article and giving it to pi or Codex and say, make my repo this,Vibhu: you achi a whole recursion.Ryan Lopopolo: And it was wildly effective. Really? It was wildly effective. NoVibhu: way. It just actually is something I tried with five, four yesterday. I didn't have time. Last time I was like out speaking of something, and this is one of my things, I was like, okay, I have this article. Can we just scaffold out what it would be like to run this?And I, I did it first as that and then I was like, okay, let me take another little side repo and say okay, if I was to fully automate this like this because I haven't written a line of code, it'sRyan Lopopolo: like over full, setVibhu: it right. The side thing I'm doing of voice. TTS I'm just like, slobbing out, whatever.It's nothing production. I'm like, how would I make this like this? And it's actually like a really good way. It's like a good way to learn what could be changed, what could be like, it's just a good analyzing, right? You give it all the codes, you give it all the context, you give it the article and it walks you through it very well.That's right. That's right.[00:25:57] Inlining Dependencies[00:25:57] Dependencies Going Away & Brett Taylor's Responseswyx: I guess one more thing before we go to Symphony is I wanted to cover [00:26:00] Brett Taylor's response. We had him on the show. He is your chairman, which is wild. Yeah. That he's reading your articles as well and like getting engaged in it. He says software dependencies are going away.Basically they can just be like vendored. Yes. Response.Ryan Lopopolo: Aswyx: hundred percent. A hundred percent agree. You still pro qr, you still pay Datadog. You still pay Temporal. Thank you.Ryan Lopopolo: Yep. The level of complexity of the dependencies that we can internalize is, I would say low, medium right now. Just based on model capability.What does the,swyx: what is medium?Ryan Lopopolo: I would say like a. A couple thousand line dependency is a thing that we could in-house No problem. Call in an afternoon of time. One neat thing about it is like probably most of that code you don't even need. Like by in-house and abstraction, you can strip away all the generic parts of it and only focus on what you need to enable the specific thing.Yes. You're building,swyx: I've been calling this the end of b******t plugins.Ryan Lopopolo: Yeah.swyx: Because there's so much when I published an open source thing, I want to accept everything, be liberal. I want to accept, this is post's law, but that means there's so much bloat. Yes. There's so much overhead.Ryan Lopopolo: One other neat thing about [00:27:00] this too is when we deploy Codex Security on the repo, it is able to deeply review and change. The internalized dependencies in a much lower friction way than it would be to like, push patches upstream, wait for them to be released, pull them down, make sure that's compatible with all the transitive I have in my repo and things like that.So it's also much lower friction to internalize some of these things if code is free. ‘cause the tokens are cheap sort of thing.swyx: Yeah. Yeah. I think like the only argument I have against this is basically scale testing, which obviously the larger pieces of software like Linux, MySQL, he calls up even the Datadog and Temporals and then maybe security testing where Yes.Classically, I think, is it linis tos, it said security open source is the best disinfectant.Ryan Lopopolo: Many eyes.swyx: Many eyes. And if inline your dependencies and code them up, you're gonna have to relearn mistakes from other people that Yep.Ryan Lopopolo: Yep. And to internalize that dependency, you're back to zero and you have to start.Reassembling all those bits and pieces to Yeah. Have [00:28:00] high confidence in the code as it is written. Yeah.Vibhu: Even part of the first intro of this, you basically mentioned like everything was written by codex, including internal tooling, right? So internal tooling, like when you're visualizing what's going on it's writing it for itself.swyx: Yeah. I'm built internal tools way I now, and like I just show them off and they're like, how long did you spend? And I didn't spend any time. I just prompted it,Ryan Lopopolo: very funny story here.swyx: Yeah, go ahead.Ryan Lopopolo: We had deployed our app to the first dozen users internally had some performance issues, so we asked them to export a trace for us get a tar ball, gave it to our on-call engineer, and he did a fantastic job of working with Codex to build this beautiful local Devrel tool, next JS app, the drag and drop the tar ball in, and it visualizes the entire trace.It's fantastic. Took an afternoon, but none of this was necessary. Because you could just spin up codex and give it the tar ball and ask the same thing and get the response immediately. So in a way, optimizing for human [00:29:00] legibility of that debugging process was wrong. It kept him in the loop unnecessarily when instead he could have just like Codex cooked for five minutes and gotten this same.swyx: Yeah, you verify your instincts here of this is how we used to do it. Or this is how I would have used to solve it.Ryan Lopopolo: Yeah. In this local observability stack. Like sure, you can de deploy Yeager to visualize the traces, but I wouldn't expect to be looking at the traces in the first place because I'm not gonna write the code to fix them.swyx: Yeah. So basically there needs to be like this kind of house stack and owning the whole loop. I think that is very well established. And it sounds like you might be like sharing more about that in the future, right?Ryan Lopopolo: Yeah. I think we're excited to do[00:29:36] Ghost Libraries Specs[00:29:36] Ghost Libraries & Distributing Software as SpecsRyan Lopopolo: We're gonna talk about Symphony in a little bit, but like the way we distribute it as a spec, which I think folks are calling Ghost Libraries on Twitter.This is like a such a cool name. It does mean it becomes much cheaper to share software with the world, right? You define a spec, how you could build your own specifying as much as is required for a coding agent to reassemble it [00:30:00] locally. The flow here is very cool. Like we have taken. All the scaffolding that has existed in our proprietary repo spun up a new one.Ask Codex with our repo as a reference. Write the spec. We tell it. Spin up a team ox spawn a disconnected codex to implement the spec. Wait for it to be done. Spawn another codex and another team ox to review the spec com or review the implementation compared to upstream and update the spec so it diverges less.And then you just loop over and over Ralph style until you get a spec that is with high fidelity able to reproduce the system as it is. It's fantastic.Vibhu: And you're basically, you're not really adding any of your human bias in there, right? That's correct. A lot of times people write a spec and be like, okay, I think it should be done this way, and you'll riff on something.And it's no, the agent could have just handled it like you're still scaffolding in a sense, right? I want it done this way. It can determine its spec better.swyx: That's right. That's right. Part of me it, I'm, I've been working a lot on evals recently, and part of me is wondering if [00:31:00] an agent can produce a spec that it cannot solve.Is it always capable of things that he can imagine or can you imagine things that it is impossible to do?Ryan Lopopolo: I think with Symphony, we, there's like this there's this axis where you have things that are easier, hard, or established or new, right? And I think things that are hard and new is still something that the models need humans.Yeah. Drive.swyx: Yeah. Yeah.Ryan Lopopolo: But I think those other quadrants are largely salt. Given the right scaffold and the right thing that's gonna drive the agent to completion,swyx: it's crazy that it solved,Ryan Lopopolo: but it means that the humans, the ones with limited time and attention get to work on the hardest stuff, like the problems where it's pure white space out in front. Or like the deepest refactorings where you don't know what the proper shape of the interfaces are. And this is where I wanna spend my time. ‘cause it lets me set up for the next level of scale.swyx: Yeah. Yeah. Amazing. Let's introduce Symphony.I think we've been mentioning it every now and then. Elixir. Interesting option.Ryan Lopopolo: Yeah.swyx: Yeah. I'm not,Ryan Lopopolo: again, like the [00:32:00] elixir manifestation here is just a derivative. Is it a modelswyx: chosen? Yeah.Ryan Lopopolo: Yeah. Yeah. And it chose that because the process supervision and the gen servers are super amenable to the type of process orchestration that we're doing here.You are essentially spinning up little Damons for every task that is in execution and driving it to completion, which. Means the mall gets a ton of stuff for free by using Elixir and the Beam.swyx: I had to go do a crash course in Beam and Elixir, and I think most people are not operating at that scale of concurrency where you need that.But it is a good mental model for Resum ability and all those things. And these are things I care about. But tell me the story, the origin story of Symphony. What do you use it for? Is this, how did it form maybe any abandoned paths that you didn't take?[00:32:46] Terminal Free Orchestration[00:32:46] Symphony: Removing Humans from the LoopRyan Lopopolo: At the end of December we were at about three and a half PRS per engineer per day.This was before five two came out in the beginning of January. Everyone gets back from holiday with five two and no other work [00:33:00] on the repository. We were up in the five to 10 PRS per day per engineer. And I don't know about y'all, but like it's very taxing to constantly be switching like that. Like I was pretty tapped out at the end of the day, again, where are the humans spending their time? They're spending their time context switching between all these active tmox pains to drive the agent forward.swyx: Yeah. No way. Yeah.Ryan Lopopolo: So let's again, build something to remove ourselves from the loop. And this is what frantic sprinted adapt here to find a way to remove the need for the human to sit in front of their terminal.So a lot of experimentation with Devrel boxes and, automatically spinning up agents, like it seems like a fantastic end state here, where my life is beach. I open live twice a day and say yes no to these things. Yeah. And this is again, a super, super interesting framing for how the work is done.Because I become more latency and sensitive. I have [00:34:00] way less attachment to the code as it is written. Like I've had close to zero investment in the actual authorship experience. So if it's garbage. I can just throw it away and not care too much about it. In Symphony, there's this like rework state where once the PR is proposed and it's escalated to the human for review, it should be a cheap review.It is either mergeable or it is not. And if it's not, you move it to rework. The elixir service will completely trash the entire work tree NPR and start it again from scratch. Okay. And this is that opportunity again to say, why was it trash right? What did the agent do that wasswyx: bad. Yeah.Ryan Lopopolo: Fix that before moving the ticket toswyx: endRyan Lopopolo: of progress again.swyx: Yeah. Why is this not in codex app? I guess this, you guys are ahead of Codex app,Ryan Lopopolo: yeah, so the way the team has been working is basically to be as AI pilled as possible and spread ahead. And a lot of the things we have worked on have fallen out [00:35:00] into a lot of the products that we have.Like we were in deep consultation with the Codex team to. Have the Codex app be a thing that exists, right? To have skills be a thing that Codex is able to use. So we didn't have to roll our own to put automations into the product. So all of our automatic refactoring agents didn't have to be these hand rolled control loops.It has been really fantastic to be, in a way, un anchored to the product development of Frontier and Codex and just very quickly try to figure out what works and then later find the scalable thing that can be deployed widely. It's been a very fun way to operate. It's certainly chaotic. I have lost track very often of what the actual state of the code looks like.‘cause I'm not in the loop. There was. One point where we had wired playwright directly up to the Electron app. With MCPM CCPs, I'm pretty bearish on because the harness forcibly injects all those tokens in the [00:36:00] context, and I don't really get a say over it. They mess with auto compaction. The agent can forget how to use the tool.There's probably only what three calls in playwright that I actually ever want to use. So I pay the cost for a ton of things. Somebody vibed a local Damon that boots playwright and exposes a tiny little shim CLI to drive it. And I had zero idea that this had occurred because to me, I run Codex and it's able to, it's oh, it's better.Yeah. Like no knowledge of this at all. Uhhuh.[00:36:30] Multi Human ChaosRyan Lopopolo: So we have had like in human space to spend a lot of time doing synchronous knowledge sharing. We have a daily standup that's 45 minutes long because we almost have to. Fan out the understanding of the current state.swyx: Yeah, I was gonna say this is good for a single human multi-agent, but multi human, multi-agent is a whole like po like explosion of stuff.Ryan Lopopolo: Yeah. And that this is fundamentally why we have such a rigid, like 10,000 [00:37:00] engineer level architecture in the app because we have to find ways to carve up the space so people are not trampling on each other.swyx: Sorry, I don't get the 10,000 thing. Did I miss that?Ryan Lopopolo: The structure of the repository is like 500 NPM packages.It's like architecture to the excess for what you would consider, I think normal for a seven person team. But if every person is actually like 10 to 50. Then the like numbers on being super, super deep into decomposition and sharding and like proper interface boundaries make a lot more sense.swyx: Yeah. To me, that's why I talked about Microfund ends and I, an anex is from that world, but Cool. It is just coming back to, to, to this I dunno if you have other, thoughts on. Orchestrating so much work coin going through this. Is this enough? Is this like any aha moments?Vibhu: It'll be interesting to see like where, okay, so right now you pick linear as your issue tracker, right?swyx: Or it's like a is it actually linear? This is actually linear.[00:37:55] Linear vs Slack WorkflowVibhu: Oh, that's linear. It's linear.swyx: Oh I never looked atVibhu: video. The demo video I had to download to [00:38:00] run.swyx: So I, because I'm a Slack maxie, but Yeah, linear. Linear is also really good. Yes,Ryan Lopopolo: we do make a good use of Slack. We we fire off codex to do all these lotion, elasticity, fix ups, the things that like sync that knowledge into the repository.It's super cheap. Yeah.swyx: Yeah.Ryan Lopopolo: Just do it in Codex.swyx: My biggest plug is OpenAI needs to build Slack. You need to own Slack. Build yours. Turn this into Slack.Ryan Lopopolo: I did read about it. Youswyx: did?Ryan Lopopolo: Yeah.[00:38:25] Collaboration Tools for AgentsRyan Lopopolo: I would say that if we think that we want these agents to do economically valuable work, which is like this is the mission, right?We want AI to be deployed widely, to do economically valuable work, then we need to find ways for them to naturally collaborate with humans, which means collaboration tooling, I think, is an interesting space to explore.swyx: Yeah, totally. Yeah. GitHub, slack, linear.Vibhu: Yeah, that was my thing. Okay, where do we see right now Codex has started Codex Model, then CLI, now there's an app, app can let me shoot off multiple Codex is in parallel, but there's no great team collaboration for Codex.And it [00:39:00] seems like your team had some say into what comes out, right? So you talked to ‘em, codex kind of was a thing. From there, if you guys are on the bound, what stuff that like, you might not focus on, but what do you expect other people to be building, right? So people that are like five x 50 Xing.Should you build stuff that's like very niche for your workflow, for your team? Should it be more general so other people can adopt? Is there a niche there? ‘Cause part of it is just okay, is everything just internal tooling? Do we have everything our own way? Like the way our team operates has our own ways that we like to communicate or is there a broader way to do it?Is it something like a issue tracker? Just thoughts if you wanna riff on that.[00:39:35] Standardizing Skills and CodeRyan Lopopolo: I think TBD we have not figured this out in a general way. I do think that there is leverage to be had in making the code and the processes as much the same as possible. If you think that code is context, code is prompts, it's better from the agent behavior perspective to be able to look in a package in directory X, Y, Z, and it not to have to page so [00:40:00] deeply into directory if you C, because they have the same structure, use the same language, they have the same patterns internally.And that same like leverage comes from aligning on a single set of skills that you're pouring every engineer's taste into to make sure that the agent is effective. So like in our code base, we have, I think, six skills. That's it. And if some part of the software development loop is not being covered, our first attempt is to encode it in one of the existing setup skills, which means that we can change the agent behavior.Yeah. More cheaply than changing the human driver behavior.swyx: Yeah.[00:40:39] Self Improvement via Logsswyx: Have you ever, have you experimented with agents changing their own behavior?Ryan Lopopolo: We do.swyx: Yeah. Or parent agent changing a subagents, behavior or something like that.Ryan Lopopolo: We have some bits for skill distillation. So for example, there's one neat thing you can do with Codex, which is just point it at its own session logs to ask it to tell you how you can use [00:41:00] the tool pedal better.swyx: It's like introspectionRyan Lopopolo: or ask it to do things. I useVibhu: this session better. What skills should Iswyx: high? I like the modification of, you can do, just do things to you can just ask agent to do things.Ryan Lopopolo: Yeah. You can just codex things. This is like a, this is like a silly emoji that we have, right? You can just codex things, you can just prompt things.It's really glorious future we live in, but okay, you can do that one-on-one. But we're actually slurping these up for the entire team into blob storage and. Running agent loops over them every day to figure out where as a team can we do better and how do we reflect that back into the repositories?Yes, though everybody benefits from everybody else's behavior for free. Same for like PR comments, right? These are all feedback. That means the code as written, deviated from what was good, a PR comment, a failed build. These are all signals that mean at some point the agent was missing context. We gotta figure out how toswyx: Yeah.Ryan Lopopolo: Slurp it up and put it back in the reboot.swyx: By the way, I do this exactly right. I used to, when I use cloud code for [00:42:00] knowledge work, cloud cowork is like a nice product, right? Yes. In I think you would agree. I always have it tell me what do I do better next time? And that's the meta programming reflection thing.So I almost think like you have six reflection extraction levels in symphony and almost like the zero of layer. So the six levels are PO policy, configuration, coordination, execution, integration, observability. We've talked about a couple of these, but the zero layer is like the, okay, are we working well?Can we improve how we work? Yes. Can I modify my own workflow without MD or something? I don't know.Ryan Lopopolo: Yeah, of course. Yeah, of course you can. Like this thing is also able to cut its own tickets ‘cause we give it full access.Yeah. Make it a ticket to have it cut. Tickets you can.Put in the ticket that you expect it to file as on follow up work,swyx: like Yeah. Self-modifying. Yeah.Ryan Lopopolo: Yeah.[00:42:44] Tool Access and CLI FirstRyan Lopopolo: Put, don't put the agent in a box. Give the agent full accessibility over it. Domain.swyx: I had a mental reaction when you said don't put the agent in a box. So I think you should put it in a box. Like it's just that you're giving the box everything it needs.Ryan Lopopolo: Yeah. Context and tools.swyx: But we're like, as developers, we're used to calling [00:43:00] out to different systems, but here you use the open source things like the Prometheus, whatever, and you run it locally so that you can have the full loop. I assume.Ryan Lopopolo: Yep.Vibhu: I think likeRyan Lopopolo: another, you wanna minimize cloud, cloud dependencies.Vibhu: You also want to make sure that you think about what the agent has access to. What does it see? Does it go back into the loop, like from the most basic sense of you let it see its own like calls, traces it can determine where it went wrong. But are you feeding that back in? So you know, just the most basic level of you wanna see exactly what's input output, like does the agent have access to.What is being outputted, right? It can self-improve a lot of these things. It's allRyan Lopopolo: text, right? My job is to figure out ways to funnel text from one agent to the other.swyx: It's so strange like way back at the start of this whole AI wave Andre was like, English is the hottest day programming language.It's here, it's just Yeah. The feature as well.Vibhu: A lot of, okay. Like a lot of software, a lot of stuff. There's a gui, it's made for the human. We're seeing the evolution of CLI for everything, right? All tools have CLIs. Your agents can use [00:44:00] them well, do we get good vision? Do we get good little sandboxes?Like right now? It's a really effective way, right? Models love to use tools. They love the best. They love to read through text. So slap a CLI let it go loose. That works for everything.Ryan Lopopolo: It does. Yeah. Yeah.[00:44:14] UI Perception and RasterizingRyan Lopopolo: We've also been adapting nont, textual things to that shape in order to improve model behavior in some ways, right?We want the agent to be able to see the UI agents do not perceive visually in the same way that we do. They don't see a red box, they see red box button, right? They see these things in latent space. So if we want, Hey, yeah, I do. We haveswyx: a ding if that goes off every time. Alien spaceRyan Lopopolo: ding.Anyway if we wanna actually make it see the layout, it's almost easier to rasterize that image to ask EOR and feed it in to the agent. Ha. And there's no reason you can't do both, right? To like further refine how the model perceives the object it's [00:45:00] manipulating.swyx: Cool. Could we, you wanna talk about a couple more of these layers that might bear more introspection or that you have personal passion for?[00:45:07] Coordination Layer with ElixirRyan Lopopolo: I will say that the coordination layer here was a really tricky piece to get right.swyx: Let's do it. Yep. I'm all about that. And this is Temporal core.Ryan Lopopolo: This is where when we turn the spec into Elixir, where like the model takes a shortcut, right? Like it's oh, I have all these primitives that I can make use of in this lovely runtime that has native process supervision.Which is I think, a neat way to have taken the spec and made it more choices achievable by making choices that naturally mapswyx: Yeah.Ryan Lopopolo: To the domain, right? In the same way that like you would prefer to have a TypeScript model repo if you are doing full stack web development, right? Because the ability to share types across the front end and backend reduces a lot of complexity.And becauseswyx: that's what graph kill used to be.Ryan Lopopolo: That's right. Andswyx: I don't know if it's still alive, butRyan Lopopolo: [00:46:00] no humans in the loop here. So like my own personal ability to write or not write elixir. Doesn't really have to bias us away from using the right tool for the job. It is just wild.swyx: Love it. I love it.Yeah. I wonder if any languages struggle more than others because of this? I feel like everyone has their own abstractions. That would make sense. But maybe it might be slower, it might be more faulty where like you'd have to just kick the server every now and then. I, I don't know. I think observability layer is really well understood.Integration layer, CP is dead. I think all these just like a really interesting hierarchy to travel up and down. It's common language for people working on the system to understandRyan Lopopolo: The policy stuff is really cool, right? Yeah. You don't really have to build a bunch of code to make sure the system wait for the, to passswyx: it's institutional knowledge.Ryan Lopopolo: Yeah. You just give it the G-H-C-L-I with some text that say CI has to pass. It makes the maintenance of these systems a lot easier.[00:46:57] Agent Friendly CLI Outputswyx: Do you think that CLI maintainers need to be [00:47:00] do anything special for agents or just as is? It's good because like I don't think when people made the G GitHub, CLI, they anticipated this happening.Ryan Lopopolo: That's correct. The GH CLI is fantastic. It's great super industry.swyx: Everyone go try GH repo create GH pull and then pull request number, right? GH HPR, like 1 53, whatever. And then it like pullsRyan Lopopolo: basically my only interaction with the GitHub web UI at this point is GH PR view dash web.Exactly. Glanceswyx: at the diffRyan Lopopolo: and be like Sure thing. Send it. Yeah. But the CLI are nice ‘cause they're super token efficient and they can be made more token efficient really easily. Like I'm sure you all have seen like I go to build Kite or Jenkins and I could just get this massive wall of build output.And in order to unblock the humans, your developer productivity team is almost certainly gonna write some code that parses the actual exception out of the build logs and sticks it in a sticky note at the top of the page. And you basically [00:48:00] want CLI to be structured in a similar way, right? You're gonna want to patch dash silent to prettier because the agent doesn't care that every file was already formatted.Just wants to know it's either formatted or not. So it can then go run a right command. Similarly, like in our PNPM distributed script runner, when we had one, when you do dash recursive, like it produces a absolute mountain of text. But all of that is for passing. Test suites. So we ended up wrapping all of this in another scriptswyx: to suppress the,Ryan Lopopolo: which you can vibe the channel only output the failing parts of the tests.swyx: You make a pipe errors versus the standard, standard out. I don't know. Okay. Whatever. Too much thinking have to do that. The CII used to maintain SCLI for my company and yeah, this is like core, very core to my heart. But you're vibing my job.Ryan Lopopolo: That's right.swyx: Cool. Any other things?This is a long spec. [00:49:00] I appreciate that. It's got a lot of strong opinions in here. Any other things that we should highlight? I think obviously you can spend the whole day going through some of these, but I do think that some of these have a lot of care or some of this you might wanna tell people, Hey, take this, but, make it your own.[00:49:15] Blueprint Spec and GuardrailsRyan Lopopolo: Fundamentally, software is made more flexible when it's able to adapt to the environment in which it is deployed, which means that things like linear or GitHub even are specified within the spec, but not required pieces of it. There's like a more platonic ideal of the thing that you could swap in like Jira or Bitbucket, for example.But being able to tightly specify things like the ID formats or how the Ralph Loop works for the individual agents. Basically means you can get up and running with a fully specified system quickly that you then evolve later on. I think we never intended for this to be a static spec that you can [00:50:00] never change.It's more like a blueprint to get something worth a starting point up and running.swyx: Yeah.Ryan Lopopolo: For you then to vibe later to your heart's content,swyx: you have like code and scripts in here where it's oh, I think this is a really good prompt. It's just a very long prompt.Ryan Lopopolo: Fundamentally, the agents are good at following instructions, so give them instructions.And it will, improve the reliability of the result. We, much like the way we use Symphony, we don't want folks to have to monitor the agent as it is vibing the system into existence. So being very opinionatedVery strict around what these success criteria are means that our deployment success rate goes up. Yeah. It means we don't have to get tickets on this thing.Vibhu: Think it all goes back to that like code to disposable, right? Like early on when you had CLI or you'd kick off a Codex run, it would take two hours. You would wanna monitor okay, I'm in the workflow of just using one.I don't want it to go down the wrong path. I'll cut it off and, just shoot off four, like that was my favorite thing of the Codex app, right? Yeah. Just Forex it like, [00:51:00] it's okay. One of them will probably be right, one of them might be better. Stop overthinking it. Like my first example was probably like deep research.When you put out deep research and I'd ask it something like, I asked it something about LLM, it thought it was legal something and spent an hour, came back with a report completely off the rails. And I was like, okay, I gotta monitor this thing a bit. No don't monitor it. Just you want to build it so it's that it, it goes the right way.And you don't wanna, you don't wanna sit there and babysit, right? You don't want to babysit your agentsRyan Lopopolo: with that deep research query that you made. Looking at the bad result, you probably figured out you needed to tweak your prompt Yeah. A bit, right? That's that guardrail that you fed back into the code base for the task, your prompt to further align the agent's execution.Same sort of concept supply there too.swyx: When you talk, how are the customers feelingRyan Lopopolo: for Symphony? I think we have none, right? This is a thing we have put out into theswyx: world. Symphony's internal, right? As long as you are happy, you are the customer. That'

In this episode of Tech Talks, Mahima Singh interviews Sakshi Jain, Head of Go-To-Market Strategy for North America at AWS, who shares her career journey and perspectives on the impact of AI on the technology industry. Sakshi reflects on her path from Microsoft to McKinsey to Amazon, emphasizing intentional learning, adaptability, and cross-functional experience as key drivers of growth. She highlights how AI is reshaping cloud and enterprise strategy, pushing organizations to rethink how they build and compete. Sakshi discusses major industry shifts, including AI-driven infrastructure, rising productivity expectations, and increasing investment in AI. She explains that competitive advantage now depends on data, model performance, and the ability to embed AI into workflows. She also shares how she uses AI to enhance efficiency and decision-making, while emphasizing the importance of critical thinking. Sakshi advises students to build AI fluency and problem-solving skills. The discussion concludes with insights on agentic AI and a future where AI automates execution while humans focus on strategy.

Gimtinės sodybą Ignalinos rajone Degsnės kaime išsaugojęs Vytautas Bučelis ūkininkauja ekologiškai. Augina kviečių, rugių, belukščių avižų, laiko vištų, yra sodas. Vasaromis sodyboje vietos užtenka ir jaunimo stovykloms, kuriose kartu su kariškiais organizuojami įvairūs mokymai. Šiemet už ilgametę visuomeninę veiklą, vadovaujant jaunimo savanoriškajai tarnybai, Vytautas apdovanotas didžiojo kunigaikščio Gedimino ordino medaliu.Auksarankis, tai – žmogus, sugebantis kurti rankomis: mąstant, racionaliai ir kantriai dirbant. Toks yra Stasys Judka, gyvenantis Kaišiadorių rajone Dainavos kaime. Pernai rudenį jis baigė ūkininkauti, bet ir toliau konstruoja traktorius ir kabinas jiems, remontuoja įvairiausią technika ir tam turi įsirengęs puikias dirbtuves, apsirūpinęs įranga. Kas skatina kūrybą?Rytų Lietuvoje vėliausiai šalyje ištirpsta sniegas, ilgiausia ledas laiko sukaustęs vandens telkinius. Aukštaitijos saugomų teritorijų direkcijos Sirvėtos regioninio parko grupės patarėjas Marius Semaška sako, kad žiema čia trunka 4–5 mėnesius. Kodėl taip yra?Ved. Arvydas Urba

Lietuvos kariuomenė praneša Varėnos rajone prie Lavyso ežero radusi vidaus degimo variklį, dėl kurio galima daryti prielaidą, kad ten tikriausiai sudužo dronas. Kariuomenės teigimu, incidento vietoje sprogmenų nerasta, tačiau tai nereiškia, kad jų apskritai ir nebuvo. Kariuomenė iš užsienio įskridusio objekto savo radarais nefiksavo, jo nepastebėjo ir pasieniečiai. Iš kur galėjo atskristi, kaip įtariama, dronas – kol kas neaišku, tačiau tikėtina, jog Lietuvos sieną kirtęs objektas galėjo atkeliauti iš Baltarusijos.Baltarusijos autoritariniam prezidentui Aliaksandrui Lukašenkai pirmadienį uždegus žalią šviesą Lietuvos krovininių transporto priemonių išvykimui iš Baltarusijos, į Lietuvą grįžo pirmieji Minsko sulaikyti vilkikai, sako Valstybės sienos apsaugos tarnybos atstovas. Kol vežėjai buvo įsistrigę Baltarusijoje nemažai buvo diskutuojama, ar lietuviški vilkikai gali ir toliau važiuoti į Baltarusiją.Lietuvos šeimos gydytojų profesinė sąjunga reiškia nepritarimą naujam Sveikatos apsaugos ministerijos siūlymui numatančiam, kad gydytojams būtų apribota galimybė patiems išsirašyti nedarbingumo pažymėjimą, mirties liudijimą bei receptus vaistus.Danijoje šiandien rengiami visuotiniai rinkimai. Nors geopolitinės krizės ir tvirta dabartinės premjerės laikysena dėl Grenlandijos iškėlė partijos reitingus, analitikai prognozuoja įtemptą kovą.Šiais metais ropių, ridikų ir cukinijų augintojams nebebus mokama parama. Toks sprendimas priimtas nustačius piktnaudžiavimo atvejų, kai deklaruojami fiktyvūs pasėliai. Ūkininkai sako, kad reikėtų labiau kontroliuoti ir moliūgų augintojus. Dabar jų plotai sudaro penktadalį visų daržovių pasėlių, tačiau parduota produkcija nesiekia nė procento.Ved. Rūta Kupetytė

Siekiant suvaldyti išaugusias degalų kainas, Finansų ministerija ruošiasi pasiūlyti laikinai sumažinti dyzelino akcizą, biudžeto pajamų netekimą kompensuojant surenkamomis papildomomis lėšomis iš pridėtinės vertės mokesčio. Pasak ministro Kristupo Vaitiekūno, ketinama koreguoti tik dyzelino akcizą, kadangi jis pabrangęs gerokai labiau nei benzinas, yra naudojamas plačiau.Dėl karo Artimuosiuose Rytuose Lietuvos Finansų ministerija blogina šių metų ekonomikos prognozę. Teigiama, kad bendrasis vidaus produktas šiemet augs dviem dešimtosiomis procento mažiau, nei prognozuota.Anot Kariuomenės vado Raimundo Vaikšnoro, dabartiniai oro gynybos pajėgumai negali apsaugoti kiekvieno draustinio ar trobelės. Krašto apsaugos ministras Robertas Kaunas sako, kad dronas atskrido iš Ukrainos. Tuo metu aukščiausi šalies pareigūnai – Prezidentas ir Premjerė - atskirai, vienas po kito susikvietė kariuomenės, policijos ir ugniagesių vadovus.Kapčiamiesčio poligono projektas įveikė pirmąjį balsavimą Seime, laukia dar du.Šiais metais ropių, ridikų ir cukinijų augintojams nebebus mokama parama. Toks sprendimas priimtas nustačius piktnaudžiavimo atvejų, kai deklaruojami fiktyvūs pasėliai. Ūkininkai sako, kad reikėtų labiau kontroliuoti ir moliūgų augintojus.Sakuros pražydo ne tik Japonijos miestuose, bet ir Londone. Noting Hilo namų savininkai samdo apsaugą, kad ši tramdytų plūstančiuosius fotografuotis su sakuromis.Ved. Agnė Skamarakaitė

Po kelerių metų pertraukos Rusijos paviljonas atvers duris Venecijos Bienalėje. Toks sprendimas priimtas tebevykstant karui Ukrainoje. Rusijos atstovai teigia, kad kultūra neturėtų būti izoliuojama, o menas – priklausomas nuo politinių konfliktų. Lietuva šį sprendimą sutinka itin kritiškai.Plačiajai publikai atviras festivalio atidarymas su raudonuoju kilimu, kino seansas baseine, slapto filmo peržiūra slaptoje vietoje, seansai, kuriuos lydi ekskursijos gamtoje... Jau pirmadienį prasidedantis festivalis „Kino pavasaris“ ne pirmus metus auditorijai siūlo netradicines patirtis. Ar jos iš tiesų reikalingos?Nacionalinės svarbos krovinys, matyt, taip galėtume įvardinti supakuotus ir į Japoniją keliaujančius Mikalojaus Konstantino Čiurlionio darbus, kurie bus eksponuojami Vakarų meno muziejuje Tokijuje. Kuo ypatingas meno kūrinių gabenimas iš vienos šalies į kitą?Pasaulio kultūros įvykių apžvalgoje apie olandų menotyrininkų naujai atrastą Rembrandto paveikslą, su juo susijusias lietuviškas detales bei į Kambodžą restitucijos būdu sugrąžintas kultūrines vertybes.„Šiandien jau galime tvirtinti: mums pavyko. Nebesame sovietinės sistemos aukos, ką tik paleistos iš kalėjimo ir nesuprantančios, kaip gyventi laisvėje“, – komentare svarsto menotyrininkė Agnė Narušytė.Aktyvią veiklą pradeda penkerius metus rekonstruotas istorinis kino teatras „Daina“. Tiesa, kinas jame rodomas bus tik ypatingomis progomis. Viena jų – 90-ojo gimtadienio savaitė kovo 9-14 dienomis.Piktos moters monologas – taip savo knygą „Ukrainietiško sekso lauko tyrimai“ vadina rašytoja Oksana Zabužko. Prieš 30 metų Ukrainoje pasirodžiusi knyga, pasak rašytojos, sukėlė tikrą revoliuciją jos šalyje: moterims atvėrė akis ir parodė, kad seksas gali būti ne tik romantiškas, bet ir traumuojantis, o vyrams padėjo suprasti savo pažeidžiamumą, visai ukrainiečių tautai parodė, kaip totalitarinio režimo paliktos traumos veikia jų asmeninius, intymius gyvenimus.

Po kelerių metų petraukos Rusijos paviljonas atvers duris Vencijos Bienalėje. Toks sprendimas priimtas tebevykstant karui Ukrainoje. Kokios Lietuvos ir kitų šalių reakcijos galime tikėtis?Šiauliuose minimas garsaus šalies dailininko, ekslibriso pradininko Gerardo Bagdonavičiaus atminimas.Sukurta peticija, kurioje piktinamasi Radvilų rūmų komplekso rekonstrukcijos projektu. Kaip į išsakytą kritiką reaguoja vienas iš projekto autorių architektas Vytautas Biekša?Tradicinė kauniečiams rašytojams teikiama Vieno lito literatūrinė premija šiemet skirta menininkui Gvidui Latakui.Lietuvos sezonas Prancūzijoje įvardijamas kaip vienas sėkmingiausių Lietuvos pristatymo užsienyje renginių. Kokią žymę jis paliko Prancūzijoje ir kaip toliau plėtojamas bendradarbiavimas tarp Lietuvos ir Prancūzijos kultūros institucijų?Minint 120-ąsias Skriaudžių kanklių ansamblio įkūrimo metines, 2026-ieji paskelbti Kanklių metais. Kiek tradicinis kankliavimas įdomus šiandien?Semeliškės savaitgalį pradeda savo kaip vienos iš Mažųjų Lietuvos kultūros sostinių metus.Ved. Marius Eidukonis

Come see Christina do standup live! Irving, TX! Denver, CO! Chicago, IL! She's coming to you! Get your tickets at https://christinap.com SPONSORS: - Tear. Pour. Live More. Go to https://liquid-iv.com and get 20% off your first order with code YMH at checkout. - Sign up for your one-dollar-per-month trial today at https://shopify.com/ymh - Visit http://BlueChew.com to get 10% off your first month. This week on Your Mom's House, comedian and SNL alum, Jim Breuer joins Christina P for a raw, hilarious, and no-holds-barred conversation that goes everywhere! From growing up as a fat kid with blue-collar parents, to surviving Saturday Night Live, to raising kids in a world that feels completely upside down. Christina P and Jim talk parenting boys, discipline, letting kids be kids, and why overprotective culture is failing families. Jim opens up about marriage, loyalty, divorce trauma, and why he refuses to blow up his family for fame or temptation. The two also dive deep into cancel culture, porn addiction, gender ideology, Hollywood hypocrisy, and the Epstein era, with Jim sharing jaw-dropping stories from his time inside the industry. Plus Christina shows Jim some insane Toks and other unhinged content we've discovered online. Enjoy! Your Mom's House Ep. 849 https://tomsegura.com/tour https://christinap.com/ https://store.ymhstudios.com https://www.reddit.com/r/yourmomshousepodcast Chapters 00:00:00 - Intro 00:01:18 - Being A Fat Kid 00:04:20 - Raising Kids 00:08:30 - Opening Clip: Gay Genderfluid Dog 00:14:14 - Woody Allen & Hollywood Creeps 00:20:16 - Marriage, Loyalty, & A Stolen Car 00:31:49 - Really Cool Relationships 00:37:29 - Porn Addiction & How It Rewires Young Minds 00:42:52 - Some Gay Clips 00:47:42 - Huffing Car Accident 00:52:14 - College Frat Boys 00:57:05 - Find The Funny Tour 01:00:02 - Christina's Curations 01:07:06 - Closing Song - "Bite The End of Your Dad's D*ck Off" by DJ Stanimom Learn more about your ad choices. Visit megaphone.fm/adchoices

This Sunday's message is titled “Three Hindrances to Acceleration.”Acceleration is not the same as movement. We can be busy, active, even committed, and still not advancing.Sometimes what slows us down is not external opposition. It is hesitation . It is comparison . It is cynicism toward simple instructions.We may avoid the full picture because it feels too big. We may be carrying exhaustion from past battles. We may already have decided what the next step must look like.Since this is a season of Spirit-led acceleration, then we must identify what has been quietly pressing the brakes in our lives.Let's come ready to reflect, realign, and remove whatever is slowing us down.live.thelightshouse.org streaming 8:00AM tomorrow 22:02:2026

Nio rätt förra helgen på andelarna och Daniel Olenklint tar grepp om en ny omgång av Big 9 denna helg!

While new episodes are currently in production, we're revisiting past conversations that remain timely, impactful, and truly worth revisiting. Thank you for continuing to listen as we build what's ahead for But What Do I Know? --- It WILD how the fast the year has gone. It really about to be "let's circle back after the holidays" season. For the Clue In Segment, Chid shares a curated list of items to bring listeners some ease and gets into "These Four Walls" by Khamari for the song of the week. For the Main Segment, Chid is joined by Business and Lifestyle Strategist, Toks Ayinla to share the story behind her business, how her life experiences and the parts of her childhood that shaped her view on money as well as the importance of understanding money as a tool in order to not avoid feeling guilt with the more that you earn. --- Connect with the "But What Do I Know?" Podcast: Insta: ⁠@BWDIKPodcast⁠ Podcast Community: ⁠In The Know Community⁠ You can watch our main segments on youtube! Subscribe and watch this episode at the ⁠"But What Do I Know Podcast Youtube Channel"⁠ --- Connect with Toks: Insta: ⁠@ToksTalks⁠ Website: ⁠https://tokstalks.com/⁠ --- Episode Credits: Intro/Outro Song: Remsen- BWDIK Podcast Theme Song Insta: @itsremsen Transition Songs: Take Care - Julian Avila ⁠http://SoundCloud.com/julian_avila Learn more about your ad choices. Visit megaphone.fm/adchoices

Meeting Morgan and Nicole at the NJEA convention in the fall meant that our hosts just widened their New Jersey teacher friend group, and in the meantime basked in the glow of that newer teacher energy they so desperately seek. “The Math Girls” as they have affectionately come to be called, are giving our hosts a refresher course on how to tackle middle school teaching and why teacher- friends make all the difference.  Season 3 is brought to you by our principal sponsor, Teachers' Insurance Plan. Check out their website below for more information and to get a quote. http://bit.ly/4mQC27G⁠ Teachers' Insurance Plan: auto insurance that brings exclusive educator savings and exceptional customer care to New Jersey and Pennsylvania educational employees. Select Episodes from Season 3 sponsored by: For more information about NJSchoolJobs.com check out their website for up-to-date job postings for teaching, admin, support staff and coaching opportunities. Interested in Giving Lesson Launchpad a try?  Don't forget to use our code “Balance” for $5 off a yearly subscription.  Lesson Launchpad - Plan. Present. Automate.  www.lessonlaunchpad.com We want to hear from you! Shoot over an email and say hi: podthebalancingact@gmail.com Don't forget to subscribe! Leave us a comment!    Follow  Facebook - podbalact JoeandJamie Instagram - @podthebalancingact TikTok - @thebalancingactpodcast Twitter - @podbalact Youtube Channel - The Balancing Act - YouTube Part of the Human Content Podcast Network Learn more about your ad choices. Visit megaphone.fm/adchoices

Lietuva deklaruoja užsieniečių integraciją, bet realybė rodo kitką: tik 44 proc. užsieniečių mokosi mūsų šalies mokyklose dėstomąja lietuvių kalba. O daugiau nei pusė - 56 proc. - ugdomi kitomis kalbomis, dažniausiai - rusų kalba. Kai kuriose savivaldybėse valstybine lietuvių kalba mokosi tik kiek daugiau nei dešimtadalis visų užsieniečių. Štai Klaipėdoje ir Visagine dėstomąja lietuvių kalba mokosi vos 13 proc. visų užsieniečių moksleivių, Trakų rajone – 21 proc., Vilniaus mieste – 28 proc., Kauno mieste - 36 proc. Toks ugdymo modelis, kai užsieniečiai mokosi ne priimančios šalies kalba, kaip pastebi tarptautiniai ekspertai, gilina atskirtį ir lėtina integraciją.Be to, kaip parodė praėjusių metų gale pristatytas Valstybės kontrolės auditas, daugumoje mokyklų net nevertinama, ar užsieniečiai vaikai po vadinamos adaptacijos iš tikrųjų išmoko valstybinę kalbą.Viso to pasekmės akivaizdžios – daugiau nei pusė užsieniečių abiturientų nepasiekia minimalaus lietuvių kalbos pasiekimų lygio.Dar rimtesnė problema – valstybė neturi aiškių duomenų, kaip buvo panaudoti dešimtys milijonų eurų, skirtų užsieniečių moksleivių ugdymui. Nei Švietimo, mokslo ir sporto ministerija, nei Nacionalinė švietimo agentūra, kaip pastebi valstybės auditoriai, nežino, ar šios lėšos iš tiesų padėjo užsieniečiams vaikams išmokti lietuvių kalbą ir integruotis.Kaip išbristi iš šios pelkės?LRT radijo švietimo laidoje diskutuoja Irena Segalovičienė, valstybės kontrolierė, Rasa Pupeikytė, Valstybės kontrolės vyriausioji valstybinė auditorė-audito grupės vadovė, ir Jonas Petkevičius, švietimo, mokslo ir sporto viceministras.Laidos vedėja Jonė Kučinskaitė

Nuo šių metų pradžios „Regitroje" bus galima rinktis papildomas Europos Sąjungos kalbas vairavimo teorijos egzaminui – ispanų, prancūzų ar lenkų. Toks sprendimas buvo priimtas dar praėjusiais metais siekiant stiprinti nacionalinį saugumą bei mažinti išorės grėsmių poveikį, tačiau jo įsigaliojimas buvo atidėtas.Premjerės Ingos Ruginienės, gavus vienos mamos laišką, kad vaiko priežiūros atostogos nėra tinkamas pavadinimas, paskelbtas konkursas, kuriame gyventojai kviesti siūlyti alternatyvius variantus, sulaukė beveik aštuonių šimtų siūlymų. Tarp jų ir juokingi pavadinimai: pampersinės, tėvystės lažas ar darbymetis be piniginio atlygio. Ar reikia keisti vaiko priežiūros atostogų pavadinimus?Garsių prekių ženklų klastotės Lietuvą pasiekia vis dažniau. Klaipėdos muitininkai sulaikė didelę padirbtų drabužių siuntą. Nors tokios prekės vilioja mažesne kaina, pirkėjai dažnai nepagalvoja, kokią žalą tai daro ekonomikai ir sąžiningam verslui.Nuo šiandienos pensijų kaupimo bendrovėms jau galima teikti prašymus nutraukti kaupimą antroje pensijų pakopoje ir atsiimti savo pinigus. Tai bus galima daryti dvejus metus be papildomų apribojimų. Kaip pateikti prašymą, kada bus grąžinami pinigai?Pasibaigus šventėms daugelis gyventojų atsisveikina su Kalėdų eglutėmis, tačiau ne visi žino, kur jas galima palikti tinkamai. Vilniečiai kviečiami nupuoštas eglutes nešti į artimiausią jų surinkimo vietą. Savivaldybės ir atliekų tvarkytojai primena – nupuoštų žaliaskarių negalima mesti prie mišrių atliekų konteinerių ar palikti bet kur. Kur ir kaip šiemet atsisveikinti su eglute?Ved. Rūta Kupetytė

No primeiro domingo do último mês do ano, Inês junta-se a Pedro para contar o despique online que teve com Iva Domingues. Além disso, celebram o afastamento de Nuno Markl das redes sociais, comentam as suas idades musicais, analisam as redes sociais de alguns candidatos e ainda elaboram uma lista de produtos que foram descontinuados injustamente.(00:00) Intro(00:23) Análise de Spotify Wrapped(03:54) Ouvir Nininho Vaz Maia sobe a moral(06:44) Idade musical de Spotify Wrapped(09:14) Aí está o detox de Nuno Markl nas redes sociais(11:23) Recordar sketches de Herman José(13:23) Despique entre Iva Domingues e Inês Rogeiro(22:10) Palavra do ano 2025(24:16) Qual será a Palavra do Ano em 2026?(26:00) Resistir à Black Friday(29:07) Investir mais em experiências e menos em produtos(34:02) Gouveia e Melo arrepende-se e apaga vídeo das redes sociais(39:58) Análise de Tik Tok de Gouveia e Melo(44:00) Análise de Tik Tok de André Ventura(44:38) Análise de Tik Tok de João Cotrim de Figueiredo(51:50) Produtos descontinuados injustamente(01:05:32) Hambúrger específico de McDonalds perdido no tempo(01:07:06) Connections

• This month — and this time of year — represent philanthropy for me. • I find myself drawn to artists, because so many of them are struggling. • We often equate the phrase "struggling artist" with finances or fame, but sometimes the struggle runs much deeper. • For Tokunbo Agosu — known as TOKS — the struggle has been shaped by tragedy and loss. • His roots run deep in the vibrant culture of Nigeria, before he continued his journey to Canada. • His mission and vision are "to create a place of purpose, recovery, and grace." https://nwind.substack.com/p/artist-journal-series-1-ep-3 • When you grow close to artists and dive deeply into conversation with them, you discover how much of their life experience — especially the challenges — are expressed through their art. • Toks is one of those artists who defies the traditional "struggling artist" image. • He battled years of depression after losing his father to cancer. • Darkness deepened when he later lost his baby girl. • Toks held tightly to his faith, believing that a better life could rise from the grief of losing both his child and his father. • His passion for art transformed that struggle into purpose. • He began creating wall art and cushions as part of his healing. https://nwindart.com/collections • This life-changing intervention — choosing creativity as a path through sorrow — is a step not many people would be brave enough to take. • Through his beautiful and functional art pieces, he found a way to rise above the darkness and begin again, slowly and intentionally. • You can feel that journey reflected in the simplicity yet vibrant energy of artistic endeavors  Toks is also taking part in his own philanthropy. He is donating a portionf rom the  proceeds of his art sales to support  BREAST CANCER AWARENESS MONTH  BUY TWO CUSHIONS, GET ONE FREE PLUS FREE SHIPING ON ALL ORDERS https://nwindart.com/collections RESOURCES QUOTING FROM TOKUNBO AGOSA "From Loss to Light From those ashes, Woven Wonders was born. 
https://nwind.substack.com/p/artist-journal-series-1-ep-3 The artwork arrived gradually through reflection, through tears, through healing. The deep grays and blacks in my designs hold the memory of that season.
But look closely, and you'll see bright bursts of color running through them.
They are not merely artistic choices, they are declarations: Hope lives here.
Healing lives here.
Joy returns slowly, but surely. These colors are my testimony  that beauty can rise from brokenness, and that even in the deepest sorrow, light still insists on emerging."   RESOURCES RESOURCES YOGA and WINE KUNDALINI YOGA PROSPERITY  https://youtu.be/AxefrkDOOY8?feature=shared WINE and FOOD It's the HOLIDAYS sand NEW ZEALAND HAS PLENTY OF bubbles Among the most well-known and respected are Kim Crawford, Governors Bay, Kia Ora, Oyster Bay, Cottesbrook, Whitehaven, Grey Rock, Nobilo, Cloudy Bay, Cupcake Sauvignon Blanc, Marlborough, Framingham, and Villa Maria New Zealand.$15.99 - $19.99   CONTACT VALERIE HAIL VALERIE@ALLINOURMINDS.COM WWW.ALLINOURMINDS.COM Merci

Stupid News 10-7-2025 8am …They stole $800K worth of Smoke Detectors …You Can't Make Your little Tik Toks in Prison

Lenkijos vidaus reikalų ministras pateikė pasiūlymą dar pusmečiui pratęsti dokumentų patikras pasienyje su Lietuva ir Vokietija. Liepą įsigaliojusi tvarka buvo pratęsta iki spalio pradžios, siūloma ją taikyti iki kitų metų balandžio.Įvairių dalykų korepetitoriai sako susiduriantys su augančia konkurencija – vis daugiau žmonių renkasi tokį darbą kaip papildomą ar pagrindinį pajamų šaltinį. Jokia institucija netikrina korepetitorių darbo kokybės, o patys korepetitoriais skundžiasi, kad įmonės juos išnaudoja. Klausimas klausytojams - ar naudojatės korepetitorių paslaugomis, ar jus tenkina jų darbo kokybė?Šilalės rajono savivaldybė Sveikatos apsaugos ministerijos ir Seimo sveikatos reikalų komiteto prašo užtikrinti, kad greitąją medicinos pagalbą išsikvietusiems gyventojams būtų užtikrintas paslaugos greitumas ir efektyvumas. Toks kreipimasis atsirado po to, kai Šilalėje po eismo įvykio nepilnamečiui, kaip teigia rajono savivaldybė, 45 minutes nebuvo suteikta skubi pagalba, nes greitoji tiesiog neatvažiavo.Policija pastebi, kad socialiniuose tinkluose aktyvėja nelegali prekyba elektroninėmis cigaretėmis ir jų skysčiais. Ekspertai sako, kad dėl platformos „Telegram“ vidinės politikos užkardyti nusikaltimų praktiškai neįmanoma ir kainuoja daug resursų. Bet pradžioje su sinoptiku aptarsime, kokie gi orai mūsų laukia šiandien ir savaitgalį.Ved. Liuda Kudinova

Pokalbis apie naująją Vyriausybę. Kaip jai seksis dirbti? Šiandien, pirmąją Seimo rudens sesijos dieną parlamentas turi balsuoti dėl Vyriausybės programos, prezidentas naują ministrų kabinetą vakar patvirtino, tačiau be dviejų ministrų.Aktualaus klausimo rubrikoje jūsų teiraujamės, kaip vertinate naujosios Vyriausybės siūlymą mokytojų trūkumą spręsti nuotolinėmis pamokomis? Toks pasiūlymas įrašytas Vyriausybės programoje.Po 8 valandos žinių aptarsime Lietuvos rinktinei pasibaigusį Europos krepšinio čempionatą.Taip pat laidoje pristatysime naują Nacionalinio operos ir baleto teatro sezoną ir naujienas.Ved. Liuda Kudinova

So this week's episode… I don't even know where to start. I was hungover, hormonal, sweating through my clothes — literally not okay on every level. Thankfully, Brooke Shelby came through because misery loves company, and we are spiraling together.We talk about PMDD, throwing up after two martinis, being obsessed with Ozzy Osbourne, the drama at Starbucks (Matcha Watergate is REAL), and why I think the honeymoon phase with Tyler might be… over?? Maybe. Kinda. Sorta. Anyway. We're unpacking everything from Backstreet Boys to Love Island to Bama Rush and why the hell I'm emotionally invested in 19-year-olds picking sororities.Mental health? Down bad. Makeup? Sweaty. But we're here, we're talking about it, and we're making it funny. Kinda.CALL THE HOTLINE AND TRAUMA DUMP:

Lietuvos Valstiečių ir žaliųjų sąjunga į derybas dėl koalicijos su socialdemokratais atsinešė 41 reikalavimą. Taip pat jie pageidauja dviejų- trijų ministrų postų. Pirmiausia valstiečiai domisi aplinkos ir švietimo, mokslo ir sporto ministerijomis.Ar laikinasis teisingumo ministras Rimantas Mockus gali tapti įtariamuoju? Toks klausimas kyla Specialiųjų tyrimų tarnybai pradėjus ikiteisminį tyrimą dėl neteisėto poveikio Lietuvos kalėjimų tarnybo vadovui Mindaugui Kairiui. Mindaugas Kairys teisėsaugai papasakojo, kad ministras jį spaudė Kalėjimų tarnyboje įdarbinti konkretų asmenį ir pateikė tai įrodantį garso įrašą.Ukrainos politikos ekspertas, mokslininkas Maksymas Kyjaka sako, kad Ukraina neatsisakys savo teritorijų, o taikai užtikrinti tarsis dėl konkrečių saugumo garantijų.Vyriausybė nesvarstys „Nemuno aušros“ frakcijos inicijuotų pataisų didinti atsiskaitymų grynaisiais ribą nuo 5 tūkst. iki 15 tūkst. eurų. Finansų ministerija siūlė tam nepritarti.Atšiauriojoje Aliaskoje penkiasdešimt metų praleidusi, tarpukario Lietuvoje gimusi Amerikos lietuvė Svaja Worthington savo šeimos ir Lietuvos istoriją įamžino atidariusi galbūt atokiausią pasaulyje lietuvišką muziejų.Ved. Liepa Želnienė

„Kliba tiek pat, kiek valdančioji koalicija ”, – taip apie savo užimamą Seimo pirmininko postą sako Demokratų Sąjungos „Vardan Lietuvos“ lyderis Saulius Skvernelis. Socialdemokratams į premjero postą delegavus Inga Ruginienę, tarp koalicijos partnerių artimiausiu metu prasidės derybos dėl tolesnio bendradarbiavimo bei turimų pozicijų.Aiškėja, kad kitą savaitę planuojamas Donaldo Trampo ir Vladimiro Putino susitikimas galėtų įvykti Jungtiniuose Arabų Emyratuose. Amerikiečių administracija kalba apie žingsnį į priekį link taikos, bet proveržiu to nevadina.Klaipėdos policija sulaikė paauglės seksualiniu prievartavimu įtariamą vyrą. Apie seksualinę prievartą prieš nepilnamečius ir tai, kad aukos vis dažniau išdrįsta kalbėti viešai, kad ir anonimiškai, pokalbis su nevyriausybinės organizacijos „Ribologija“ bendrakūrėja Rugilė Butkevičiūte.Šių metų liepa buvo viena lietingiausių istorijoje. Dėl didelio kiekio kritulių, Žemės ūkio ministerija siūlo visoje šalyje skelbti valstybės lygio ekstremaliąją situaciją.Valstybinė teritorijų planavimo ir statybos inspekcija reikalauja nugriauti Palangos apžvalgos ratą bei kitus sklype esančius laikinus statinius. Toks sprendimas priimtas, nes jie įrengti rekreacinės paskirties žemės sklype, kur komercinė veikla draudžiama. Ratą valdančios bendrovės direktorius sako, kad toks inspekcijos sprendimas netikėtas, tačiau vadina jį absurdišku bei žada skųsti.Izraelio ministrų kabinetas renkasi į specialų saugumo posėdį, kuriame svarstomas planas pilnai okupuoti Gazos Ruožą. Keli ankstesni posėdžiai buvo atšaukti kilus nesutarimams tarp premjero ir kariuomenės vado. Tuo metu Gazoje apsilankiusi Europos Komisijos narė pareiškė, kad Izraelio veiksmai labai panašūs į genocidą.Italijos vyriausybė pritarė ilgiausio pasaulyje kabamojo tilto, sujungsiančio Sicilijos salą su žemynine dalimi, statyboms.Ved. Agnė Skamarakaitė

Ryto garsai„Burnautą“ arba lietuviškai – padangų svilinimą, profesionalūs lenktynininkai atlieka prieš startą, tačiau tokie triukai naktimis daromi ir ant viešų kelių Kretingos apylinkėse. Rajono gyventojai skundžiasi, kad svilindami padangas nežinomi asmenys sugadino prieš kelerius metus nutiestą asfaltą. Darbėnų seniūnaitis pastebi, kad vandalai niokoja ir žvyrkelius.Keli šimtai paauglių Lietuvoje leido vertinti, ką jie veikia išmaniuosius įrenginiuose, pavyzdžiui, mobiliuosiuose telefonuose. Tokiu būdu siekiama išsiaiškinti, kaip jaunimas naudojasi internetu, nustatyti, koks elgesys ir kada yra žalingas. Toks pat tyrimas vyksta dar trylikoje pasaulio šalių.Su rubrika „Vasara už Vilniaus“ domėsimės, kodėl dalis dzūkų grybavimą be jokių užuolankų vadina liga, kurios gydyti ir neketina.Klaipėda pasitinka paskutinę Jūros šventės dieną.Ved. Rūta Kupetytė

В Вильнюсе прошла акция солидарности в годовщину задержания правозащитников «Весны». Почему важно напоминать о тех, кто до сих пор находится в тюрьме и что сегодня происходит с репрессиями в Беларуси?Беседа с социологом Дейвидасом Зайцевасом о том, как русская церковь Московского Патриархата с 2022 года формирует свой новый имидж.В Клайпеде начнут курсировать новые электрические миниавтобусы. Подробнее об этом рассказал глава Клайпедского отдела компании TOKS Римантас Гинтилас.Ведущий передачи Глеб Аникевич.

Get tickets for Tom's Come Together Tour at https://tomsegura.com/tour SPONSORS: - Don't wait! Make your outdoor space your dream oasis TODAY with Wayfair, and enjoy it all summer long. Head to http://Wayfair.com right now to shop a huge outdoor selection. This week on Your Mom's House, it's just Tom Segura and Christina P in the Mommy Dome, and things get historically unhinged. Tom has declared it's Hitler Summer and he's waist deep in World War Two documentaries. He also talks about watching a Bin Laden documentary that's especially fascinating. before sharing a thought about how Hitler was a great friend. Christina has also got a new painting on deck and the two mock Adrien Brody's art, and have more fun with AI Keanu Reeves. Tom tells a hilarious story about watching Star Wars with their sons, Christina messes with a spam texter in the middle of the episode, A Tom-Ed Kemper abomination details his homicidal plans, and a horrifying run of “Horrible or Hilarious” clips and Toks featuring 18-wheelers, busted ankles, and piss pups. Plus, CP roasts Meghan Markle (again), Tom hypes the Fancy vs. Phillip showdown, and we close the show with an Enny-themed banger. Wild clips. Even wilder theories. No guest, no problem. Enjoy! Your Mom's House Ep. 816 https://tomsegura.com/tour https://christinap.com/ https://store.ymhstudios.com https://www.reddit.com/r/yourmomshousepodcast Chapters 00:00:00 - Intro 00:00:38 - War Documentary Summer 00:06:08 - Hitler Was A Great Friend 00:13:44 - Opening Clip: Chris Hansen Caught Ya 00:19:20 - Adrien Brody's Art & Christina's Latest Work 00:27:23 - Clip: Baldwin Cringe 00:28:21 - Star Wars With The Boys 00:33:34 - Pac Man Jones Calls Tom 00:35:44 - Pitching TV Shows 00:38:21 - Clip: Beefing on CNN 00:39:48 - Fancy Vs Phillip 00:43:39 - Horrible Or Hilarious 00:49:42 - Ed Kemper Tom 00:56:11 - Clip: My Ankle! 00:57:56 - The Black Segment 00:59:49 - TikToks 01:10:50 - Closing Song -"Enny Wears Those Pants" Learn more about your ad choices. Visit megaphone.fm/adchoices

Born to a Norwegian mother and a Nigerian father, actress Toks Olagundoye is a native of Lagos, Nigeria. She received a Bachelor of Fine Arts in theatre from Smith College. She is best known for her role as Olivia Finch on the newest iteration of the sitcom, Frasier, Kemi Talbot (the Kamala Harris character) on Veep as well as alien matriarch Jackie Joyner-Kersee in her first series regular job, ABC's The Neighbors.  As a breast cancer survivor and thriver, Toks talks about the importance of early detection, not to fear the treatments, and to always have a loud best advocate with you for appointments. She leads a vegan lifestyle and cares deeply for the preservation of our planet, advocates recycling and repurposing clothes and uses socializing as an excuse to host clothing swaps. Toks has joined forces with Recycle Across America to promote awareness and the standardized recycling labels. Toks uses her platform to engage in and promote substantive discussions on living in tune with yourself and the planet, environmental action and sustainable living.  Potential resources for Recycling: *Habitat for Humanity *Goodwill *Recycle America.org *Ridwell.com *Tetracycle.com You can also look up local recycling and local sanitation organizations. Website: www.heatherthomson.com Social Media: IG: https://www.instagram.com/iamheathert/                     You Tube: https://youtube.com/@iamheathert?si=ZvI9l0bhLfTR-qdo Learn more about your ad choices. Visit megaphone.fm/adchoices

Give

Everything on the Internet is true, right? What can Tik Tok (and social media) teach us about getting out of debt?  How much of the advice is legitimate and how much is, shall we say, a bit "out there"? On this week's episode of the Crushing Debt Podccast, Shawn & George watch (or listen to) Tik Tok videos from influencers who are trying to help people get out of debt. We'll then comment on the good, the bad, and the ugly of the advice given. As with any social media platform, you have to do your own due diligence and utilize strategies that will work for you. You can listen to similar former episodes of the show like Episode 413 - Tik Tok Money Hacks Episode 388 - Money Lessons from Tik Tok (our Girl Math Episode) The Tik Toks on this weeks episode cover topics such as: What is a normal amount of savings? Bankruptcy Frugal Hacks How to turn $60 into $1,000 Girl Math Why NOT to save money Let us know if you enjoy this episode and, if so, please share it with your friends! Please also visit our sponsor Sam Cohen of Attorneys First Insurance for Attorneys and Title Companies looking to get a quote on Errors & Ommissions (malpractice) Insurance coverage. www.AttorneysFirst.com.   Or, you can support the show by visiting our Patreon page: https://www.patreon.com/crushingDebt   To contact George Curbelo, you can email him at GCFinancialCoach21@gmail.com or follow his Tiktok channel - https://www.tiktok.com/@curbelofinancialcoach   To contact Shawn Yesner, you can email him at Shawn@Yesnerlaw.com or visit www.YesnerLaw.com.  And please consider a donation to Pancreatic Cancer research and education by joining Shawn's team at MY Legacy Striders (the link will be live until June 2025): http://support.pancan.org/goto/MYLegacy8  

Get tickets for Tom's Come Together Tour at https://tomsegura.com/tour SPONSORS: To claim your Double your Roses offer, go to http://1800Flowers.com/YMH. Shop data plans at https://mintmobile.com/mom. Sign up for your $1 per month trial and start selling today at https://shopify.com/momshouse Pull your jeans all the way up over your head because Tom Segura and Christina P are back for another week of Your Mom's House Podcast! Tom wants to have some fun and so does the guy in the opening clip. The Main Mommies also talk about a local news station tweeting a slur, neck veins, broads in space, influencers with down syndrome, and then share some more of "Enny's Thoughts." We then welcome comedian Brad Williams into the MommyDome! Tom and Christina talk to him about dwarf fetishes, a new slur for tall people, Tiptoes, and Brad's thoughts on the new Snow White movie out in theaters. They also talk about the "Allah" of LP's, short people jokes, the challenge of following Brad's act, and bringing back shame in commonplace society. They also check out some horrible or hilarious clips and Toks! Try it out. Your Mom's House Ep. 807 https://tomsegura.com/tour https://christinap.com/ https://store.ymhstudios.com https://www.reddit.com/r/yourmomshousepodcast Chapters 00:00:00 - Intro 00:04:10 - Opening Clip: Let's Have Fun 00:08:35 - Clip: Farting Baddie 00:10:52 - Clip: 8 Head 00:12:23 - Big Word Blunder 00:19:17 - Clip: YMH Muppets 00:22:03 - Low-IQ Adults & Downs Influencers 00:25:29 - More Of Enny's Inner Thoughts 00:30:56 - Clip: Baseball Sock 00:37:55 - Clip: Neck Veins 00:39:42 - Broads In Space 00:42:28 - Nobody Can Follow Brad Williams 00:49:13 - Little Person Jokes 00:58:21 - Snow White & Tiptoes 01:05:55 - Try It Out 01:09:18 - A Christina P Thought & Ivanka Trump 01:18:29 - Horrible Or Hilarious 01:25:51 - TikToks 01:34:08 - Shame 01:40:36 - Wrap Up 01:41:47 - Closing Song - "RubRub Song" by DJ BOY BUTTER Learn more about your ad choices. Visit megaphone.fm/adchoices

Welcome to the Living Inside Out podcast, hosted by Toks Aruture, a visionary entrepreneur and mindset coach. In this episode, Toks invites the youngest guest ever on the show, Aaron Omo-Adesanya, to share his compelling journey into the music industry. Aaron, alongside Toks, navigates through personal experiences of having a twin, his early ambition to build a career in music, and the invaluable life lessons he garnered along the way. Aaron speaks candidly about his childhood, his inspirations, and the pivotal moments that shaped his career path and personality. Deeply entwined with themes of identity and self-discovery, the conversation explores his transition from aspiring rapper to a successful studio owner, highlighting the importance of resilience, networking, and embracing one's unique journey. The episode also digs deep into the societal challenges young people face today, emphasizing the significance of understanding oneself amidst the noise of external expectations and comparisons. Aaron's insights offer both inspiration and practical advice for those seeking to carve their paths in a continuously evolving world. Dive in to discover how staying true to oneself and not giving up can lead to remarkable achievements and a fulfilling career. Tune in for an inspiring tale of growth, determination, and the power of inner belief.

This week's episode is both very personal and powerfully relevant. Toks shares the story behind The Baby Cot Shop's upcoming concession in Harrods- an extraordinary milestone wrapped in excitement… and fear. As she reflects on a journal entry written over eight years ago, just before opening the King's Road store, we're reminded that fear often shows up right before elevation. But not all fear is the same. In this episode, you'll learn how to identify whether your fear is a warning or a doorway to something greater—and what to do when your thoughts are trying to hold you back. ⸻ What You'll Hear:  • The difference between Pachad (paralysing fear) and Yirah (awe-inspiring fear)  • The real reason fear shows up at the edge of breakthrough  • Two conversations that nearly stopped Toks from opening The Baby Cot Shop  • How to identify where your thoughts and decisions are really coming from  • The power of curating your environment before a season of growth  • Why vision must be led by spirit, not flesh ⸻ If you're standing at the edge of a bigger life, this is your reminder that fear doesn't get to lead. Tune in, take notes, and press forward anyway. ⸻ Let's Stay Connected Start your mornings with purpose and clarity—make The Authentic Edge your 5 a.m. habit every weekday. In just 3–5 minutes, you'll get powerful insights to set the tone for a winning day. Don't stop there; connect with me on Instagram, LinkedIn, or www.toksaruoture.com for deeper conversations, exclusive behind-the-scenes stories, and free resources. By signing up for my newsletter, you'll receive inspiration, updates on private classes, and tools to keep you growing authentically. Let's live a life that starts daily with intention, focus, and success.

Famous Internet Mystery Man joins me live today on the show as we react to the craziest COOKED brain-rot on the NET. Join this channel to get access to perks: https://www.youtube.com/channel/UCnt7Iy8GlmdPwy_Tzyx93bA/join Send Superchats at any time here: https://streamlabs.com/jaydyer/tip Get started with Bitcoin here: https://www.swanbitcoin.com/jaydyer/ The New Philosophy Course is here: https://marketplace.autonomyagora.com/philosophy101 Set up recurring Choq subscription with the discount code JAY44LIFE for 44% off now https://choq.com Lore coffee is here: https://www.patristicfaith.com/coffee/ Orders for the Red Book are here: https://jaysanalysis.com/product/the-red-book-essays-on-theology-philosophy-new-jay-dyer-book/ Subscribe to my site here: https://jaysanalysis.com/membership-account/membership-levels/ Follow me on R0kfin here: https://rokfin.com/jaydyer Music by Amid the Ruins 1453Become a supporter of this podcast: https://www.spreaker.com/podcast/jay-sanalysis--1423846/support.

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Watch the Full Episode of Manifest with Tori DeSimone here:  My mom is back on the podcast for this month's installment of Let me Call my Mom! We are all over the place today, with the Eagles entering the Super Bowl we're hoping to end the chief's dynasty! We giggle at Tik Tok, talk about Bryce Harper's influencer era, gelato tea in Italy, and credit card points. Enjoy!  Watch Manifest with Tori DeSimone on YouTube: https://www.youtube.com/@manifestwithtoridesimone   I Will Teach You To Be Rich Book: https://rstyle.me/+KW040wpE9YhA1osZ8ESPZA  I Who Have Never Known Men Book: https://www.amazon.com/Who-Have-Never-Known-Men/dp/1945492600/ref=mp_s_a_1_1?crid=3G9W0SBO24IGQ&dib=eyJ2IjoiMSJ9.BgbMVZxhLBi78A_FLvahW9_VKv0pIyW1wPqfH48lP7sckhHZi0zQnfRsEDrUhM3Z0bF_JN0NcogSJZxqgvJWA9CtoB6oD_Bg6K-GRhzBWrI.Zg8mjo0XYVIQYcb6W2f7O28y-x5fX9XhHybyJ-5tC2w&dib_tag=se&keywords=i+who+have+never+known+men&qid=1738165388&sprefix=i+who+%2Caps%2C119&sr=8-1&tag=toristerlin-1-bg-20  Shop this episode on ShopMy: https://shopmy.us/collections/1220710  Shop this episode on LTK: https://www.shopltk.com/explore/Toridesimone/posts/d873a271-de57-11ef-9302-0242ac110014  Follow Tori on Instagram: @toristerling_ Follow Tori on Tik Tok: https://www.tiktok.com/@toridesimone_?lang=en  Shop Tori's Favorites on LTK: https://www.shopltk.com/explore/Toridesimone  ShopMy Links: https://shopmy.us/toridesimone  Listen to Manifest with Tori DeSimone on Apple Podcasts and rate 5 Stars! https://podcasts.apple.com/gr/podcast/manifest-with-tori-desimone/id1462579812  Listen to Manifest with Tori DeSimone on Spotify and rate 5 Stars! https://open.spotify.com/show/5Efqq0renJcUzsdBN9jfoH?si=215a699dff1e4871 Learn more about your ad choices. Visit podcastchoices.com/adchoices

You've had Wendy's Nuggs dipped in sauce. But have you had them covered in sauce? Wendy's New Saucy Nuggs take the Crispy and Spicy Nuggs you love and turn them up to 11.Choose between flavors like Buffalo. Honey BBQ. Garlic Parm. Or, if you're a real heat seeker, try Spicy Ghost Pepper, only on Wendy's signature Spicy Nuggs.  Busy mornings, late nights, working through lunch—life doesn't always leave room for a complete, balanced meal. That's where Huel comes in. This podcast is sponsored by Huel, spelled H-U-E-L, The World's #1 Complete Nutrition Brand. It's a complete meal in seconds—just grab, sip, and go. No more skipped meals or unfulfilling snacks. Huel makes it easy with nutrition that fits into your life. And right now, you can try it for FIFTEEN PERCENT off with the code STAPLES15 at HUEL.com. Fuel up the easy way with Huel today!  This show is also sponsored by PrizePicks, America's most fun daily fantasy game. Use the code STAPLES to play $5 and get $50 instantly. https://prizepicks.onelink.me/ivHR/STAPLES(0:00-0:34) Wendy's Saucy Nuggs(0:35-15:37) Intro: Who is America Rooting for in the title game?(15:37-18:38) Fuel your mornings with Huel(18:39-19:06) Alex Orji Transfers to UNLV(19:07-27:38) Chicago Bears interested in Marcus Freeman, College Coaches?(27:39-40:13) Will Howard vs Notre Dame Preview, presented by PrizePicks(40:14-59:24) Picking the National Championship(59:25-1:18:46) Carson Beck transfers to Miami, Hurricanes Impact(1:18:47-1:23:16) Conclusion: Tom Allen to Clemson The national title game is set, and it's time for Andy and Ari to break down the matchup and make a pick. Can Notre Dame slow down Ohio State's offense? Will the Fighting Irish be healthy enough on the offensive line? Can Ohio State find its scoring groove again? Will Jack Sawyer continue his epic run through the College Football Playoff? Plus, Carson Beck has decided to transfer to Miami. Are the Hurricanes a CFP contender again? Will Beck be better or worse than his last season at Georgia? Should an experienced college quarterback who isn't a lock to be a first-round pick ever go pro if he has eligibility remaining?  Watch us on YouTube instead! https://youtube.com/live/0eDCNp2JGyQ Hosts: Andy Staples, Ari WassermanProducer: River Bailey

Get tickets for Tom's Come Together Tour at https://tomsegura.com/tour SPONSORS: Save on the perfect gift by visiting https://AuraFrames.com to get $35-off Aura's best-selling Carver Mat frames by using promo code MOM at checkout. This week on Your Mom's House Podcast, Tom and Tina are back together and beyond excited that it's finally December! Before sharing some updates about Tina's lipsticks and Tommy's tour dates, the Main Mommies open the show with a clip of a kissy face dude who really wants to be shown some bobs and vagene if you know what I mean. They next check out some really cool clips of some liquid brown tests and some really solid ball-bag tips. Christine also talks about her recent interest in weightlifting and Tom brings about an in-depth conversation about which US President is the hottest. The two of the go all out and rank them, before watching some Horrible or Hilarious clips and some Toks, before calling it a day. Love you, see you next week...M'wah! Your Mom's House Ep. 788 https://tomsegura.com/tour https://christinaponline.com/tour-dates https://store.ymhstudios.com https://www.reddit.com/r/yourmomshousepodcast Learn more about your ad choices. Visit megaphone.fm/adchoices

Get tickets for Tom's Come Together Tour at https://tomsegura.com/tour SPONSORS: Head to https://bluechew.com with promo code YMH to receive your first month free. This week on Your Mom's House Podcast, Tom and Christina are joined by doctor mommy himself, Dr. Drew Pinsky! Tim and Christine reminiscence about Drew's RPC trip, discuss male deviancy, and bring up a question about heavy meth users. Tom then opens the show with a clip of a really cool guy with dirty dentures that has a lot of fun opinions on his Instagram. The trio also talk about funcles, Rogues, socializing, doing fun things with sledgehammers, lower lip loving, and Drew finally gives his analysis on one Fancy Chef. Drew also checks out some Toks, Horrible or Hilarious clips, and some classic videos from the Heavy Segment. Check it out! Your Mom's House Ep. 783 https://tomsegura.com/tour https://christinaponline.com/tour-dates https://store.ymhstudios.com https://www.reddit.com/r/yourmomshousepodcast Learn more about your ad choices. Visit megaphone.fm/adchoices

SPONSORS: - Get your free life insurance quotes and see how much you could save at https://policygenius.com/YMH - Sign up for a one-dollar-per-month trial period at https://shopify.com/momshouse This week on Your Mom's House Podcast, the Main Mommies are flying solo and Tim and Tina are feeling good. Tom's been really into a Phil Spector true crime documentary and his many court room wigs. We open the show with another clip from the "smoothly, slowly, gently" guy, before revisiting #FartGate2024 and possibly coming to a conclusion on it too. Tom also reads an email about a new type of airtight, they debate which Olympic athletes are the most bangable, talk some trash about pickleball, peek at the dark side of IG, plus some Toks, and much more! Your Mom's House Ep. 772 https://tomsegura.com/tour https://christinaponline.com/tour-dates https://store.ymhstudios.com https://www.reddit.com/r/yourmomshousepodcast Learn more about your ad choices. Visit megaphone.fm/adchoices