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A U.S. Army Major-General on what markets got wrong about Iran, whether the Strait was ever really at risk, and what the new U.S. strike doctrine signals to China. --- Bits + Bips is spreading its wings Starting soon, new episodes will only be published on our brand‑new feeds. Here's what you need to do: Click the links below. ⁠⁠YouTube⁠⁠ ⁠⁠Apple⁠⁠ ⁠⁠Spotify⁠⁠ ⁠⁠X⁠⁠ Smash Follow or Subscribe.

In this episode, Jason takes on a HUGE commission for the Seattle Seahawks! Mary builds a sea urchin box and illuminates it. Keith runs into a problem with his desk build has a to pivot to a "simpler" project...he's a dead man.Be sure to check out Bits & Bits at www.bitsbits.com and use coupon code MORSELS15 to save 15% on your order of router and/or CNC bits. Be sure to hit up Katz-Moses Tools at www.KMTools.com - cool tools at a fair price. If it's on their website, it's in Jonathan's apron. www.kmtools.com **And check out the new Katz Moses toolless adjustable countersink and new sharpening jig and sliding stop block. Oh, and don't forget about his new aluminum channel French Cleat system with some bad azz 3D printed accessories that lock in place!! Be sure to check out WTB Woodworking at 390 Pike Road, Unit 2, Huntingdon Valley, PA for lumber, slabs, woodworking tools and MORE!! Or shop online and earn yourself some Burkell bucks for every dollar you spend! Go to wtbwoodworking.com to shop online.Help us support Grit-Grip!! A revolutionary new breed of double-sided sanding sponges that we all LOVE! Check it out at https://grit-grip.com/ and use code "shopsounds" at checkout to get a free sanding block!The Bourbon Blade: https://www.bourbonmoth.com/shop/p/the-bourbon-blade-original-pocket-chiselIf you'd like to support us on Patreon and have access to our irreverent aftershow, you can sign up here: https://www.patreon.com/shopsoundspodcastYou can find us on Instagram, Youtube, Facebook and TikTok (maybe): Bourbon Moth Woodworking and Keith Johnson Woodworking and Kodamari Design

Anthropic, het bedrijf achter chatbot Claude, wil om ethische redenen niet samenwerken met het Amerikaanse ministerie van Defensie. Is ethiek de manier om de AI-race te winnen? Verder hebben we het over de beurspaniek die er kwam naar aanleiding van de berichten over de impact van AI op tewerkstelling, over piepende zolen en we vertellen waarom vrouwen het mooist zijn. Journalisten Dominique Deckmyn, Pieter Van Dooren, Stijn Decock | Audioproductie Joris Van Damme | Muziek Brecht Plasschaert | Chef podcast Alexander Lippeveld See omnystudio.com/listener for privacy information.

All speakers are announced at AIE EU, schedule coming soon. Join us there or in Miami with the renowned organizers of React Miami! Singapore CFP also open!We've called this out a few times over in AINews, but the overwhelming consensus in the Valley is that “the IDE is Dead”. In November it was just a gut feeling, but now we actually have data: even at the canonical “VSCode Fork” company, people are officially using more agents than tab autocomplete (the first wave of AI coding):Cursor has launched cloud agents for a few months now, and this specific launch is around Computer Use, which has come a long way since we first talked with Anthropic about it in 2024, and which Jonas productized as Autotab:We also take the opportunity to do a live demo, talk about slash commands and subagents, and the future of continual learning and personalized coding models, something that Sam previously worked on at New Computer. (The fact that both of these folks are top tier CEOs of their own startups that have now joined the insane talent density gathering at Cursor should also not be overlooked).Full Episode on YouTube!please like and subscribe!Timestamps00:00 Agentic Code Experiments00:53 Why Cloud Agents Matter02:08 Testing First Pillar03:36 Video Reviews Second Pillar04:29 Remote Control Third Pillar06:17 Meta Demos and Bug Repro13:36 Slash Commands and MCPs18:19 From Tab to Team Workflow31:41 Minimal Web UI Philosophy32:40 Why No File Editor34:38 Full Stack Cursor Debate36:34 Model Choice and Auto Routing38:34 Parallel Agents and Best Of N41:41 Subagents and Context Management44:48 Grind Mode and Throughput Future01:00:24 Cloud Agent Onboarding and MemoryTranscriptEP 77 - CURSOR - Audio version[00:00:00]Agentic Code ExperimentsSamantha: This is another experiment that we ran last year and didn't decide to ship at that time, but may come back to LM Judge, but one that was also agentic and could write code. So it wasn't just picking but also taking the learnings from two models or and models that it was looking at and writing a new diff.And what we found was that there were strengths to using models from different model providers as the base level of this process. Basically you could get almost like a synergistic output that was better than having a very unified like bottom model tier.Jonas: We think that over the coming months, the big unlock is not going to be one person with a model getting more done, like the water flowing faster and we'll be making the pipe much wider and so paralyzing more, whether that's swarms of agents or parallel agents, both of those are things that contribute to getting much more done in the same amount of time.Why Cloud Agents Matterswyx: This week, one of the biggest launches that Cursor's ever done is cloud agents. I think you, you had [00:01:00] cloud agents before, but this was like, you give cursor a computer, right? Yeah. So it's just basically they bought auto tab and then they repackaged it. Is that what's going on, or,Jonas: that's a big part of it.Yeah. Cloud agents already ran in their own computers, but they were sort of site reading code. Yeah. And those computers were not, they were like blank VMs typically that were not set up for the Devrel X for whatever repo the agents working on. One of the things that we talk about is if you put yourself in the model shoes and you were seeing tokens stream by and all you could do was cite read code and spit out tokens and hope that you had done the right thing,swyx: no chanceJonas: I'd be so bad.Like you obviously you need to run the code. And so that I think also is probably not that contrarian of a take, but no one has done that yet. And so giving the model the tools to onboard itself and then use full computer use end-to-end pixels in coordinates out and have the cloud computer with different apps in it is the big unlock that we've seen internally in terms of use usage of this going from, oh, we use it for little copy changes [00:02:00] to no.We're really like driving new features with this kind of new type of entech workflow. Alright, let's see it. Cool.Live Demo TourJonas: So this is what it looks like in cursor.com/agents. So this is one I kicked off a while ago. So on the left hand side is the chat. Very classic sort of agentic thing. The big new thing here is that the agent will test its changes.So you can see here it worked for half an hour. That is because it not only took time to write the tokens of code, it also took time to test them end to end. So it started Devrel servers iterate when needed. And so that's one part of it is like model works for longer and doesn't come back with a, I tried some things pr, but a I tested at pr that's ready for your review.One of the other intuition pumps we use there is if a human gave you a PR asked you to review it and you hadn't, they hadn't tested it, you'd also be annoyed because you'd be like, only ask me for a review once it's actually ready. So that's what we've done withTesting Defaults and Controlsswyx: simple question I wanted to gather out front.Some prs are way smaller, [00:03:00] like just copy change. Does it always do the video or is it sometimes,Jonas: Sometimes.swyx: Okay. So what's the judgment?Jonas: The model does it? So we we do some default prompting with sort. What types of changes to test? There's a slash command that people can do called slash no test, where if you do that, the model will not test,swyx: but the default is test.Jonas: The default is to be calibrated. So we tell it don't test, very simple copy changes, but test like more complex things. And then users can also write their agents.md and specify like this type of, if you're editing this subpart of my mono repo, never tested ‘cause that won't work or whatever.Videos and Remote ControlJonas: So pillar one is the model actually testing Pillar two is the model coming back with a video of what it did.We have found that in this new world where agents can end-to-end, write much more code, reviewing the code is one of these new bottlenecks that crop up. And so reviewing a video is not a substitute for reviewing code, but it is an entry point that is much, much easier to start with than glancing at [00:04:00] some giant diff.And so typically you kick one off you, it's done you come back and the first thing that you would do is watch this video. So this is a, video of it. In this case I wanted a tool tip over this button. And so it went and showed me what that looks like in, in this video that I think here, it actually used a gallery.So sometimes it will build storybook type galleries where you can see like that component in action. And so that's pillar two is like these demo videos of what it built. And then pillar number three is I have full remote control access to this vm. So I can go heat in here. I can hover things, I can type, I have full control.And same thing for the terminal. I have full access. And so that is also really useful because sometimes the video is like all you need to see. And oftentimes by the way, the video's not perfect, the video will show you, is this worth either merging immediately or oftentimes is this worth iterating with to get it to that final stage where I am ready to merge in.So I can go through some other examples where the first video [00:05:00] wasn't perfect, but it gave me confidence that we were on the right track and two or three follow-ups later, it was good to go. And then I also have full access here where some things you just wanna play around with. You wanna get a feel for what is this and there's no substitute to a live preview.And the VNC kind of VM remote access gives you that.swyx: Amazing What, sorry? What is VN. AndJonas: just the remote desktop. Remote desktop. Yeah.swyx: Sam, any other details that you always wanna call out?Samantha: Yeah, for me the videos have been super helpful. I would say, especially in cases where a common problem for me with agents and cloud agents beforehand was almost like under specification in my requests where our plan mode and going really back and forth and getting detailed implementation spec is a way to reduce the risk of under specification, but then similar to how human communication breaks down over time, I feel like you have this risk where it's okay, when I pull down, go to the triple of pulling down and like running this branch locally, I'm gonna see that, like I said, this should be a toggle and you have a checkbox and like, why didn't you get that detail?And having the video up front just [00:06:00] has that makes that alignment like you're talking about a shared artifact with the agent. Very clear, which has been just super helpful for me.Jonas: I can quickly run through some other Yes. Examples.Meta Agents and More DemosJonas: So this is a very front end heavy one. So one question I wasswyx: gonna say, is this only for frontJonas: end?Exactly. One question you might have is this only for front end? So this is another example where the thing I wanted it to implement was a better error message for saving secrets. So the cloud agents support adding secrets, that's part of what it needs to access certain systems. Part of onboarding that is giving access.This is cloud is working onswyx: cloud agents. Yes.Jonas: So this is a fun thing isSamantha: it can get super meta. ItJonas: can get super meta, it can start its own cloud agents, it can talk to its own cloud agents. Sometimes it's hard to wrap your mind around that. We have disabled, it's cloud agents starting more cloud agents. So we currently disallow that.Someday you might. Someday we might. Someday we might. So this actually was mostly a backend change in terms of the error handling here, where if the [00:07:00] secret is far too large, it would oh, this is actually really cool. Wow. That's the Devrel tools. That's the Devrel tools. So if the secret is far too large, we.Allow secrets above a certain size. We have a size limit on them. And the error message there was really bad. It was just some generic failed to save message. So I was like, Hey, we wanted an error message. So first cool thing it did here, zero prompting on how to test this. Instead of typing out the, like a character 5,000 times to hit the limit, it opens Devrel tools, writes js, or to paste into the input 5,000 characters of the letter A and then hit save, closes the Devrel tools, hit save and gets this new gets the new error message.So that looks like the video actually cut off, but here you can see the, here you can see the screenshot of the of the error message. What, so that is like frontend backend end-to-end feature to, to get that,swyx: yeah.Jonas: Andswyx: And you just need a full vm, full computer run everything.Okay. Yeah.Jonas: Yeah. So we've had versions of this. This is one of the auto tab lessons where we started that in 2022. [00:08:00] No, in 2023. And at the time it was like browser use, DOM, like all these different things. And I think we ended up very sort of a GI pilled in the sense that just give the model pixels, give it a box, a brain in a box is what you want and you want to remove limitations around context and capabilities such that the bottleneck should be the intelligence.And given how smart models are today, that's a very far out bottleneck. And so giving it its full VM and having it be onboarded with Devrel X set up like a human would is just been for us internally a really big step change in capability.swyx: Yeah I would say, let's call it a year ago the models weren't even good enough to do any of this stuff.SoSamantha: even six months ago. Yeah.swyx: So yeah what people have told me is like round about Sonder four fire is when this started being good enough to just automate fully by pixel.Jonas: Yeah, I think it's always a question of when is good enough. I think we found in particular with Opus 4 5, 4, 6, and Codex five three, that those were additional step [00:09:00] changes in the autonomy grade capabilities of the model to just.Go off and figure out the details and come back when it's done.swyx: I wanna appreciate a couple details. One 10 Stack Router. I see it. Yeah. I'm a big fan. Do you know any, I have to name the 10 Stack.Jonas: No.swyx: This just a random lore. Some buddy Sue Tanner. My and then the other thing if you switch back to the video.Jonas: Yeah.swyx: I wanna shout out this thing. Probably Sam did it. I don't knowJonas: the chapters.swyx: What is this called? Yeah, this is called Chapters. Yeah. It's like a Vimeo thing. I don't know. But it's so nice the design details, like the, and obviously a company called Cursor has to have a beautiful cursorSamantha: and it isswyx: the cursor.Samantha: Cursor.swyx: You see it branded? It's the cursor. Cursor, yeah. Okay, cool. And then I was like, I complained to Evan. I was like, okay, but you guys branded everything but the wallpaper. And he was like, no, that's a cursor wallpaper. I was like, what?Samantha: Yeah. Rio picked the wallpaper, I think. Yeah. The video.That's probably Alexi and yeah, a few others on the team with the chapters on the video. Matthew Frederico. There's been a lot of teamwork on this. It's a huge effort.swyx: I just, I like design details.Samantha: Yeah.swyx: And and then when you download it adds like a little cursor. Kind of TikTok clip. [00:10:00] Yes. Yes.So it's to make it really obvious is from Cursor,Jonas: we did the TikTok branding at the end. This was actually in our launch video. Alexi demoed the cloud agent that built that feature. Which was funny because that was an instance where one of the things that's been a consequence of having these videos is we use best of event where you run head to head different models on the same prompt.We use that a lot more because one of the complications with doing that before was you'd run four models and they would come back with some giant diff, like 700 lines of code times four. It's what are you gonna do? You're gonna review all that's horrible. But if you come back with four 22nd videos, yeah, I'll watch four 22nd videos.And then even if none of them is perfect, you can figure out like, which one of those do you want to iterate with, to get it over the line. Yeah. And so that's really been really fun.Bug Repro WorkflowJonas: Here's another example. That's we found really cool, which is we've actually turned since into a slash command as well slash [00:11:00] repro, where for bugs in particular, the model of having full access to the to its own vm, it can first reproduce the bug, make a video of the bug reproducing, fix the bug, make a video of the bug being fixed, like doing the same pattern workflow with obviously the bug not reproducing.And that has been the single category that has gone from like these types of bugs, really hard to reproduce and pick two tons of time locally, even if you try a cloud agent on it. Are you confident it actually fixed it to when this happens? You'll merge it in 90 seconds or something like that.So this is an example where, let me see if this is the broken one or the, okay, this is the fixed one. Okay. So we had a bug on cursor.com/agents where if you would attach images where remove them. Then still submit your prompt. They would actually still get attached to the prompt. Okay. And so here you can see Cursor is using, its full desktop by the way.This is one of the cases where if you just do, browse [00:12:00] use type stuff, you'll have a bad time. ‘cause now it needs to upload files. Like it just uses its native file viewer to do that. And so you can see here it's uploading files. It's going to submit a prompt and then it will go and open up. So this is the meta, this is cursor agent, prompting cursor agent inside its own environment.And so you can see here bug, there's five images attached, whereas when it's submitted, it only had one image.swyx: I see. Yeah. But you gotta enable that if you're gonna use cur agent inside cur.Jonas: Exactly. And so here, this is then the after video where it went, it does the same thing. It attaches images, removes, some of them hit send.And you can see here, once this agent is up, only one of the images is left in the attachments. Yeah.swyx: Beautiful.Jonas: Okay. So easy merge.swyx: So yeah. When does it choose to do this? Because this is an extra step.Jonas: Yes. I think I've not done a great job yet of calibrating the model on when to reproduce these things.Yeah. Sometimes it will do it of its own accord. Yeah. We've been conservative where we try to have it only do it when it's [00:13:00] quite sure because it does add some amount of time to how long it takes it to work on it. But we also have added things like the slash repro command where you can just do, fix this bug slash repro and then it will know that it should first make you a video of it actually finding and making sure it can reproduce the bug.swyx: Yeah. Yeah. One sort of ML topic this ties into is reward hacking, where while you write test that you update only pass. So first write test, it shows me it fails, then make you test pass, which is a classic like red green.Jonas: Yep.swyx: LikeJonas: A-T-D-D-T-D-Dswyx: thing.No, very cool. Was that the last demo? Is thereJonas: Yeah.Anything I missed on the demos or points that you think? I think thatSamantha: covers it well. Yeah.swyx: Cool. Before we stop the screen share, can you gimme like a, just a tour of the slash commands ‘cause I so God ready. Huh, what? What are the good ones?Samantha: Yeah, we wanna increase discoverability around this too.I think that'll be like a future thing we work on. Yeah. But there's definitely a lot of good stuff nowJonas: we have a lot of internal ones that I think will not be that interesting. Here's an internal one that I've made. I don't know if anyone else at Cursor uses this one. Fix bb.Samantha: I've never heard of it.Jonas: Yeah.[00:14:00]Fix Bug Bot. So this is a thing that we want to integrate more tightly on. So you made it forswyx: yourself.Jonas: I made this for myself. It's actually available to everyone in the team, but yeah, no one knows about it. But yeah, there will be Bug bot comments and so Bug Bot has a lot of cool things. We actually just launched Bug Bot Auto Fix, where you can click a button and or change a setting and it will automatically fix its own things, and that works great in a bunch of cases.There are some cases where having the context of the original agent that created the PR is really helpful for fixing the bugs, because it might be like, oh, the bug here is that this, is a regression and actually you meant to do something more like that. And so having the original prompt and all of the context of the agent that worked on it, and so here I could just do, fix or we used to be able to do fixed PB and it would do that.No test is another one that we've had. Slash repro is in here. We mentioned that one.Samantha: One of my favorites is cloud agent diagnosis. This is one that makes heavy use of the Datadog MCP. Okay. And I [00:15:00] think Nick and David on our team wrote, and basically if there is a problem with a cloud agent we'll spin up a bunch of subs.Like a singleswyx: instance.Samantha: Yeah. We'll take the ideas and argument and spin up a bunch of subagents using the Datadog MCP to explore the logs and find like all of the problems that could have happened with that. It takes the debugging time, like from potentially you can do quick stuff quickly with the Datadog ui, but it takes it down to, again, like a single agent call as opposed to trolling through logs yourself.Jonas: You should also talk about the stuff we've done with transcripts.Samantha: Yes. Also so basically we've also done some things internally. There'll be some versions of this as we ship publicly soon, where you can spit up an agent and give it access to another agent's transcript to either basically debug something that happened.So act as an external debugger. I see. Or continue the conversation. Almost like forking it.swyx: A transcript includes all the chain of thought for the 11 minutes here. 45 minutes there.Samantha: Yeah. That way. Exactly. So basically acting as a like secondary agent that debugs the first, so we've started to push more andswyx: they're all the same [00:16:00] code.It is just the different prompts, but the sa the same.Samantha: Yeah. So basically same cloud agent infrastructure and then same harness. And then like when we do things like include, there's some extra infrastructure that goes into piping in like an external transcript if we include it as an attachment.But for things like the cloud agent diagnosis, that's mostly just using the Datadog MCP. ‘Cause we also launched CPS along with along with this cloud agent launch, launch support for cloud agent cps.swyx: Oh, that was drawn out.Jonas: We won't, we'll be doing a bigger marketing moment for it next week, but, and you can now use CPS andswyx: People will listen to it as well.Yeah,Jonas: they'llSamantha: be ahead of the third. They'll be ahead. And I would I actually don't know if the Datadog CP is like publicly available yet. I realize this not sure beta testing it, but it's been one of my favorites to use. Soswyx: I think that one's interesting for Datadog. ‘cause Datadog wants to own that site.Interesting with Bits. I don't know if you've tried bits.Samantha: I haven't tried bits.swyx: Yeah.Jonas: That's their cloud agentswyx: product. Yeah. Yeah. They want to be like we own your logs and give us our, some part of the, [00:17:00] self-healing software that everyone wants. Yeah. But obviously Cursor has a strong opinion on coding agents and you, you like taking away from the which like obviously you're going to do, and not every company's like Cursor, but it's interesting if you're a Datadog, like what do you do here?Do you expose your logs to FDP and let other people do it? Or do you try to own that it because it's extra business for you? Yeah. It's like an interesting one.Samantha: It's a good question. All I know is that I love the Datadog MCP,Jonas: And yeah, it is gonna be no, no surprise that people like will demand it, right?Samantha: Yeah.swyx: It's, it's like anysystemswyx: of record company like this, it's like how much do you give away? Cool. I think that's that for the sort of cloud agents tour. Cool. And we just talk about like cloud agents have been when did Kirsten loves cloud agents? Do you know, in JuneJonas: last year.swyx: June last year. So it's been slowly develop the thing you did, like a bunch of, like Michael did a post where himself, where he like showed this chart of like ages overtaking tap. And I'm like, wow, this is like the biggest transition in code.Jonas: Yeah.swyx: Like in, in [00:18:00] like the last,Jonas: yeah. I think that kind of got turned out.Yeah. I think it's a very interest,swyx: not at all. I think it's been highlighted by our friend Andre Kati today.Jonas: Okay.swyx: Talk more about it. What does it mean? Yeah. Is I just got given like the cursor tab key.Jonas: Yes. Yes.swyx: That's that'sSamantha: cool.swyx: I know, but it's gonna be like put in a museum.Jonas: It is.Samantha: I have to say I haven't used tab a little bit myself.Jonas: Yeah. I think that what it looks like to code with AI code generally creates software, even if you want to go higher level. Is changing very rapidly. No, not a hot take, but I think from our vendor's point at Cursor, I think one of the things that is probably underappreciated from the outside is that we are extremely self-aware about that fact and Kerscher, got its start in phase one, era one of like tab and auto complete.And that was really useful in its time. But a lot of people start looking at text files and editing code, like we call it hand coding. Now when you like type out the actual letters, it'sswyx: oh that's cute.Jonas: Yeah.swyx: Oh that's cute.Jonas: You're so boomer. So boomer. [00:19:00] And so that I think has been a slowly accelerating and now in the last few months, rapidly accelerating shift.And we think that's going to happen again with the next thing where the, I think some of the pains around tab of it's great, but I actually just want to give more to the agent and I don't want to do one tab at a time. I want to just give it a task and it goes off and does a larger unit of work and I can.Lean back a little bit more and operate at that higher level of abstraction that's going to happen again, where it goes from agents handing you back diffs and you're like in the weeds and giving it, 32nd to three minute tasks, to, you're giving it, three minute to 30 minute to three hour tasks and you're getting back videos and trying out previews rather than immediately looking at diffs every single time.swyx: Yeah. Anything to add?Samantha: One other shift that I've noticed as our cloud agents have really taken off internally has been a shift from primarily individually driven development to almost this collaborative nature of development for us, slack is actually almost like a development on [00:20:00] Id basically.So Iswyx: like maybe don't even build a custom ui, like maybe that's like a debugging thing, but actually it's that.Samantha: I feel like, yeah, there's still so much to left to explore there, but basically for us, like Slack is where a lot of development happens. Like we will have these issue channels or just like this product discussion channels where people are always at cursing and that kicks off a cloud agent.And for us at least, we have team follow-ups enabled. So if Jonas kicks off at Cursor in a thread, I can follow up with it and add more context. And so it turns into almost like a discussion service where people can like collaborate on ui. Oftentimes I will kick off an investigation and then sometimes I even ask it to get blame and then tag people who should be brought in. ‘cause it can tag people in Slack and then other people will comeswyx: in, can tag other people who are not involved in conversation. Yes. Can just do at Jonas if say, was talking to,Samantha: yeah.swyx: That's cool. You should, you guys should make a big good deal outta that.Samantha: I know. It's a lot to, I feel like there's a lot more to do with our slack surface area to show people externally. But yeah, basically like it [00:21:00] can bring other people in and then other people can also contribute to that thread and you can end up with a PR again, with the artifacts visible and then people can be like, okay, cool, we can merge this.So for us it's like the ID is almost like moving into Slack in some ways as well.swyx: I have the same experience with, but it's not developers, it's me. Designer salespeople.Samantha: Yeah.swyx: So me on like technical marketing, vision, designer on design and then salespeople on here's the legal source of what we agreed on.And then they all just collaborate and correct. The agents,Jonas: I think that we found when these threads is. The work that is left, that the humans are discussing in these threads is the nugget of what is actually interesting and relevant. It's not the boring details of where does this if statement go?It's do we wanna ship this? Is this the right ux? Is this the right form factor? Yeah. How do we make this more obvious to the user? It's like those really interesting kind of higher order questions that are so easy to collaborate with and leave the implementation to the cloud agent.Samantha: Totally. And no more discussion of am I gonna do this? Are you [00:22:00] gonna do this cursor's doing it? You just have to decide. You like it.swyx: Sometimes the, I don't know if there's a, this probably, you guys probably figured this out already, but since I, you need like a mute button. So like cursor, like we're going to take this offline, but still online.But like we need to talk among the humans first. Before you like could stop responding to everything.Jonas: Yeah. This is a design decision where currently cursor won't chime in unless you explicitly add Mention it. Yeah. Yeah.Samantha: So it's not always listening.Yeah.Jonas: I can see all the intermediate messages.swyx: Have you done the recursive, can cursor add another cursor or spawn another cursor?Samantha: Oh,Jonas: we've done some versions of this.swyx: Because, ‘cause it can add humans.Jonas: Yes. One of the other things we've been working on that's like an implication of generating the code is so easy is getting it to production is still harder than it should be.And broadly, you solve one bottleneck and three new ones pop up. Yeah. And so one of the new bottlenecks is getting into production and we have a like joke internally where you'll be talking about some feature and someone says, I have a PR for that. Which is it's so easy [00:23:00] to get to, I a PR for that, but it's hard still relatively to get from I a PR for that to, I'm confident and ready to merge this.And so I think that over the coming weeks and months, that's a thing that we think a lot about is how do we scale up compute to that pipeline of getting things from a first draft An agent did.swyx: Isn't that what Merge isn't know what graphite's for, likeJonas: graphite is a big part of that. The cloud agent testingswyx: Is it fully integrated or still different companiesJonas: working on I think we'll have more to share there in the future, but the goal is to have great end-to-end experience where Cursor doesn't just help you generate code tokens, it helps you create software end-to-end.And so review is a big part of that, that I think especially as models have gotten much better at writing code, generating code, we've felt that relatively crop up more,swyx: sorry this is completely unplanned, but like there I have people arguing one to you need ai. To review ai and then there is another approach, thought school of thought where it's no, [00:24:00] reviews are dead.Like just show me the video. It's it like,Samantha: yeah. I feel again, for me, the video is often like alignment and then I often still wanna go through a code review process.swyx: Like still look at the files andSamantha: everything. Yeah. There's a spectrum of course. Like the video, if it's really well done and it does like fully like test everything, you can feel pretty competent, but it's still helpful to, to look at the code.I make hep pay a lot of attention to bug bot. I feel like Bug Bot has been a great really highly adopted internally. We often like, won't we tell people like, don't leave bug bot comments unaddressed. ‘cause we have such high confidence in it. So people always address their bug bot comments.Jonas: Once you've had two cases where you merged something and then you went back later, there was a bug in it, you merged, you went back later and you were like, ah, bug Bot had found that I should have listened to Bug Bot.Once that happens two or three times, you learn to wait for bug bot.Samantha: Yeah. So I think for us there's like that code level review where like it's looking at the actual code and then there's like the like feature level review where you're looking at the features. There's like a whole number of different like areas.There'll probably eventually be things like performance level review, security [00:25:00] review, things like that where it's like more more different aspects of how this feature might affect your code base that you want to potentially leverage an agent to help with.Jonas: And some of those like bug bot will be synchronous and you'll typically want to wait on before you merge.But I think another thing that we're starting to see is. As with cloud agents, you scale up this parallelism and how much code you generate. 10 person startups become, need the Devrel X and pipelines that a 10,000 person company used to need. And that looks like a lot of the things I think that 10,000 person companies invented in order to get that volume of software to production safely.So that's things like, release frequently or release slowly, have different stages where you release, have checkpoints, automated ways of detecting regressions. And so I think we're gonna need stacks merg stack diffs merge queues. Exactly. A lot of those things are going to be importantswyx: forward with.I think the majority of people still don't know what stack stacks are. And I like, I have many friends in Facebook and like I, I'm pretty friendly with graphite. I've just, [00:26:00] I've never needed it ‘cause I don't work on that larger team and it's just like democratization of no, only here's what we've already worked out at very large scale and here's how you can, it benefits you too.Like I think to me, one of the beautiful things about GitHub is that. It's actually useful to me as an individual solo developer, even though it's like actually collaboration software.Jonas: Yep.swyx: And I don't think a lot of Devrel tools have figured that out yet. That transition from like large down to small.Jonas: Yeah. Kers is probably an inverse story.swyx: This is small down toJonas: Yeah. Where historically Kers share, part of why we grew so quickly was anyone on the team could pick it up and in fact people would pick it up, on the weekend for their side project and then bring it into work. ‘cause they loved using it so much.swyx: Yeah.Jonas: And I think a thing that we've started working on a lot more, not us specifically, but as a company and other folks at Cursor, is making it really great for teams and making it the, the 10th person that starts using Cursor in a team. Is immediately set up with things like, we launched Marketplace recently so other people can [00:27:00] configure what CPS and skills like plugins.So skills and cps, other people can configure that. So that my cursor is ready to go and set up. Sam loves the Datadog, MCP and Slack, MCP you've also been using a lot butSamantha: also pre-launch, but I feel like it's so good.Jonas: Yeah, my cursor should be configured if Sam feels strongly that's just amazing and required.swyx: Is it automatically shared or you have to go and.Jonas: It depends on the MCP. So some are obviously off per user. Yeah. And so Sam can't off my cursor with my Slack MCP, but some are team off and those can be set up by admins.swyx: Yeah. Yeah. That's cool. Yeah, I think, we had a man on the pod when cursor was five people, and like everyone was like, okay, what's the thing?And then it's usually something teams and org and enterprise, but it's actually working. But like usually at that stage when you're five, when you're just a vs. Code fork it's like how do you get there? Yeah. Will people pay for this? People do pay for it.Jonas: Yeah. And I think for cloud agents, we expect.[00:28:00]To have similar kind of PLG things where I think off the bat we've seen a lot of adoption with kind of smaller teams where the code bases are not quite as complex to set up. Yes. If you need some insane docker layer caching thing for builds not to take two hours, that's going to take a little bit longer for us to be able to support that kind of infrastructure.Whereas if you have front end backend, like one click agents can install everything that they need themselves.swyx: This is a good chance for me to just ask some technical sort of check the box questions. Can I choose the size of the vm?Jonas: Not yet. We are planning on adding that. Weswyx: have, this is obviously you want like LXXL, whatever, right?Like it's like the Amazon like sort menu.Jonas: Yes, exactly. We'll add that.swyx: Yeah. In some ways you have to basically become like a EC2, almost like you rent a box.Jonas: You rent a box. Yes. We talk a lot about brain in a box. Yeah. So cursor, we want to be a brain in a box,swyx: but is the mental model different? Is it more serverless?Is it more persistent? Is. Something else.Samantha: We want it to be a bit persistent. The desktop should be [00:29:00] something you can return to af even after some days. Like maybe you go back, they're like still thinking about a feature for some period of time. So theswyx: full like sus like suspend the memory and bring it back and then keep going.Samantha: Exactly.swyx: That's an interesting one because what I actually do want, like from a manna and open crawl, whatever, is like I want to be able to log in with my credentials to the thing, but not actually store it in any like secret store, whatever. ‘cause it's like this is the, my most sensitive stuff.Yeah. This is like my email, whatever. And just have it like, persist to the image. I don't know how it was hood, but like to rehydrate and then just keep going from there. But I don't think a lot of infra works that way. A lot of it's stateless where like you save it to a docker image and then it's only whatever you can describe in a Docker file and that's it.That's the only thing you can cl multiple times in parallel.Jonas: Yeah. We have a bunch of different ways of setting them up. So there's a dockerfile based approach. The main default way is actually snapshottingswyx: like a Linux vmJonas: like vm, right? You run a bunch of install commands and then you snapshot more or less the file system.And so that gets you set up for everything [00:30:00] that you would want to bring a new VM up from that template basically.swyx: Yeah.Jonas: And that's a bit distinct from what Sam was talking about with the hibernating and re rehydrating where that is a full memory snapshot as well. So there, if I had like the browser open to a specific page and we bring that back, that page will still be there.swyx: Was there any discussion internally and just building this stuff about every time you shoot a video it's actually you show a little bit of the desktop and the browser and it's not necessary if you just show the browser. If, if you know you're just demoing a front end application.Why not just show the browser, right? Like it Yeah,Samantha: we do have some panning and zooming. Yeah. Like it can decide that when it's actually recording and cutting the video to highlight different things. I think we've played around with different ways of segmenting it and yeah. There's been some different revs on it for sure.Jonas: Yeah. I think one of the interesting things is the version that you see now in cursor.com actually is like half of what we had at peak where we decided to unshift or unshipped quite a few things. So two of the interesting things to talk about, one is directly an answer to your [00:31:00] question where we had native browser that you would have locally, it was basically an iframe that via port forwarding could load the URL could talk to local host in the vm.So that gets you basically, so inswyx: your machine's browser,likeJonas: in your local browser? Yeah. You would go to local host 4,000 and that would get forwarded to local host 4,000 in the VM via port forward. We unshift that like atswyx: Eng Rock.Jonas: Like an Eng Rock. Exactly. We unshift that because we felt that the remote desktop was sufficiently low latency and more general purpose.So we build Cursor web, but we also build Cursor desktop. And so it's really useful to be able to have the full spectrum of things. And even for Cursor Web, as you saw in one of the examples, the agent was uploading files and like I couldn't upload files and open the file viewer if I only had access to the browser.And we've thought a lot about, this might seem funny coming from Cursor where we started as this, vs. Code Fork and I think inherited a lot of amazing things, but also a lot [00:32:00] of legacy UI from VS Code.Minimal Web UI SurfacesJonas: And so with the web UI we wanted to be very intentional about keeping that very minimal and exposing the right sum of set of primitive sort of app surfaces we call them, that are shared features of that cloud.Environment that you and the agent both use. So agent uses desktop and controls it. I can use desktop and controlled agent runs terminal commands. I can run terminal commands. So that's how our philosophy around it. The other thing that is maybe interesting to talk about that we unshipped is and we may, both of these things we may reship and decide at some point in the future that we've changed our minds on the trade offs or gotten it to a point where, putswyx: it out there.Let users tell you they want it. Exactly. Alright, fine.Why No File EditorJonas: So one of the other things is actually a files app. And so we used to have the ability at one point during the process of testing this internally to see next to, I had GID desktop and terminal on the right hand side of the tab there earlier to also have a files app where you could see and edit files.And we actually felt that in some [00:33:00] ways, by restricting and limiting what you could do there, people would naturally leave more to the agent and fall into this new pattern of delegating, which we thought was really valuable. And there's currently no way in Cursor web to edit these files.swyx: Yeah. Except you like open up the PR and go into GitHub and do the thing.Jonas: Yeah.swyx: Which is annoying.Jonas: Just tell the agent,swyx: I have criticized open AI for this. Because Open AI is Codex app doesn't have a file editor, like it has file viewer, but isn't a file editor.Jonas: Do you use the file viewer a lot?swyx: No. I understand, but like sometimes I want it, the one way to do it is like freaking going to no, they have a open in cursor button or open an antigravity or, opening whatever and people pointed that.So I was, I was part of the early testers group people pointed that and they were like, this is like a design smell. It's like you actually want a VS. Code fork that has all these things, but also a file editor. And they were like, no, just trust us.Jonas: Yeah. I think we as Cursor will want to, as a product, offer the [00:34:00] whole spectrum and so you want to be able to.Work at really high levels of abstraction and double click and see the lowest level. That's important. But I also think that like you won't be doing that in Slack. And so there are surfaces and ways of interacting where in some cases limiting the UX capabilities makes for a cleaner experience that's more simple and drives people into these new patterns where even locally we kicked off joking about this.People like don't really edit files, hand code anymore. And so we want to build for where that's going and not where it's beenswyx: a lot of cool stuff. And Okay. I have a couple more.Full Stack Hosting Debateswyx: So observations about the design elements about these things. One of the things that I'm always thinking about is cursor and other peers of cursor start from like the Devrel tools and work their way towards cloud agents.Other people, like the lovable and bolts of the world start with here's like the vibe code. Full cloud thing. They were already cloud edges before anyone else cloud edges and we will give you the full deploy platform. So we own the whole loop. We own all the infrastructure, we own, we, we have the logs, we have the the live site, [00:35:00] whatever.And you can do that cycle cursor doesn't own that cycle even today. You don't have the versal, you don't have the, you whatever deploy infrastructure that, that you're gonna have, which gives you powers because anyone can use it. And any enterprise who, whatever you infra, I don't care. But then also gives you limitations as to how much you can actually fully debug end to end.I guess I'm just putting out there that like is there a future where there's like full stack cursor where like cursor apps.com where like I host my cursor site this, which is basically a verse clone, right? I don't know.Jonas: I think that's a interesting question to be asking, and I think like the logic that you laid out for how you would get there is logic that I largely agree with.swyx: Yeah. Yeah.Jonas: I think right now we're really focused on what we see as the next big bottleneck and because things like the Datadog MCP exist, yeah. I don't think that the best way we can help our customers ship more software. Is by building a hosting solution right now,swyx: by the way, these are things I've actually discussed with some of the companies I just named.Jonas: Yeah, for sure. Right now, just this big bottleneck is getting the code out there and also [00:36:00] unlike a lovable in the bolt, we focus much more on existing software. And the zero to one greenfield is just a very different problem. Imagine going to a Shopify and convincing them to deploy on your deployment solution.That's very different and I think will take much longer to see how that works. May never happen relative to, oh, it's like a zero to one app.swyx: I'll say. It's tempting because look like 50% of your apps are versal, superb base tailwind react it's the stack. It's what everyone does.So I it's kinda interesting.Jonas: Yeah.Model Choice and Auto Routingswyx: The other thing is the model select dying. Right now in cloud agents, it's stuck down, bottom left. Sure it's Codex High today, but do I care if it's suddenly switched to Opus? Probably not.Samantha: We definitely wanna give people a choice across models because I feel like it, the meta change is very frequently.I was a big like Opus 4.5 Maximalist, and when codex 5.3 came out, I hard, hard switch. So that's all I use now.swyx: Yeah. Agreed. I don't know if, but basically like when I use it in Slack, [00:37:00] right? Cursor does a very good job of exposing yeah. Cursors. If people go use it, here's the model we're using.Yeah. Here's how you switch if you want. But otherwise it's like extracted away, which is like beautiful because then you actually, you should decide.Jonas: Yeah, I think we want to be doing more with defaults.swyx: Yeah.Jonas: Where we can suggest things to people. A thing that we have in the editor, the desktop app is auto, which will route your request and do things there.So I think we will want to do something like that for cloud agents as well. We haven't done it yet. And so I think. We have both people like Sam, who are very savvy and want know exactly what model they want, and we also have people that want us to pick the best model for them because we have amazing people like Sam and we, we are the experts.Yeah. We have both the traffic and the internal taste and experience to know what we think is best.swyx: Yeah. I have this ongoing pieces of agent lab versus model lab. And to me, cursor and other companies are example of an agent lab that is, building a new playbook that is different from a model lab where it's like very GP heavy Olo.So obviously has a research [00:38:00] team. And my thesis is like you just, every agent lab is going to have a router because you're going to be asked like, what's what. I don't keep up to every day. I'm not a Sam, I don't keep up every day for using you as sample the arm arbitrator of taste. Put me on CRI Auto.Is it free? It's not free.Jonas: Auto's not free, but there's different pricing tiers. Yeah.swyx: Put me on Chris. You decide from me based on all the other people you know better than me. And I think every agent lab should basically end up doing this because that actually gives you extra power because you like people stop carrying or having loyalty with one lab.Jonas: Yeah.Best Of N and Model CouncilsJonas: Two other maybe interesting things that I don't know how much they're on your radar are one the best event thing we mentioned where running different models head to head is actually quite interesting becauseswyx: which exists in cursor.Jonas: That exists in cur ID and web. So the problem is where do you run them?swyx: Okay.Jonas: And so I, I can share my screen if that's interesting. Yeahinteresting.swyx: Yeah. Yeah. Obviously parallel agents, very popal.Jonas: Yes, exactly. Parallel agentsswyx: in you mind. Are they the same thing? Best event and parallel agents? I don't want to [00:39:00] put words in your mouth.Jonas: Best event is a subset of parallel agents where they're running on the same prompt.That would be my answer. So this is what that looks like. And so here in this dropdown picker, I can just select multiple models.swyx: Yeah.Jonas: And now if I do a prompt, I'm going to do something silly. I am running these five models.swyx: Okay. This is this fake clone, of course. The 2.0 yeah.Jonas: Yes, exactly. But they're running so the cursor 2.0, you can do desktop or cloud.So this is cloud specifically where the benefit over work trees is that they have their own VMs and can run commands and won't try to kill ports that the other one is running. Which are some of the pains. These are allswyx: called work trees?Jonas: No, these are all cloud agents with their own VMs.swyx: Okay. ButJonas: When you do it locally, sometimes people do work trees and that's been the main way that people have set out parallel so far.I've gotta say.swyx: That's so confusing for folks.Jonas: Yeah.swyx: No one knows what work trees are.Jonas: Exactly. I think we're phasing out work trees.swyx: Really.Jonas: Yeah.swyx: Okay.Samantha: But yeah. And one other thing I would say though on the multimodel choice, [00:40:00] so this is another experiment that we ran last year and the decide to ship at that time but may come back to, and there was an interesting learning that's relevant for, these different model providers. It was something that would run a bunch of best of ends but then synthesize and basically run like a synthesizer layer of models. And that was other agents that would take LM Judge, but one that was also agentic and could write code. So it wasn't just picking but also taking the learnings from two models or, and models that it was looking at and writing a new diff.And what we found was that at the time at least, there were strengths to using models from different model providers as the base level of this process. Like basically you could get almost like a synergistic output that was better than having a very unified, like bottom model tier. So it was really interesting ‘cause it's like potentially, even though even in the future when you have like maybe one model as ahead of the other for a little bit, there could be some benefit from having like multiple top tier models involved in like a [00:41:00] model swarm or whatever agent Swarm that you're doing, that they each have strengths and weaknesses.Yeah.Jonas: Andre called this the council, right?Samantha: Yeah, exactly. We actually, oh, that's another internal command we have that Ian wrote slash council. Oh, and they some, yeah.swyx: Yes. This idea is in various forms everywhere. And I think for me, like for me, the productization of it, you guys have done yeah, like this is very flexible, but.If I were to add another Yeah, what your thing is on here it would be too much. I what, let's say,Samantha: Ideally it's all, it's something that the user can just choose and it all happens under the hood in a way where like you just get the benefit of that process at the end and better output basically, but don't have to get too lost in the complexity of judging along the way.Jonas: Okay.Subagents for ContextJonas: Another thing on the many agents, on different parallel agents that's interesting is an idea that's been around for a while as well that has started working recently is subagents. And so this is one other way to get agents of the different prompts and different goals and different models, [00:42:00] different vintages to work together.Collaborate and delegate.swyx: Yeah. I'm very like I like one of my, I always looking for this is the year of the blah, right? Yeah. I think one of the things on the blahs is subs. I think this is of but I haven't used them in cursor. Are they fully formed or how do I honestly like an intro because do I form them from new every time?Do I have fixed subagents? How are they different for slash commands? There's all these like really basic questions that no one stops to answer for people because everyone's just like too busy launching. We have toSamantha: honestly, you could, you can see them in cursor now if you just say spin up like 50 subagents to, so cursor definesswyx: what Subagents.Yeah.Samantha: Yeah. So basically I think I shouldn't speak for the whole subagents team. This is like a different team that's been working on this, but our thesis or thing that we saw internally is that like they're great for context management for kind of long running threads, or if you're trying to just throw more compute at something.We have strongly used, almost like a generic task interface where then the main agent can define [00:43:00] like what goes into the subagent. So if I say explore my code base, it might decide to spin up an explore subagent and or might decide to spin up five explore subagent.swyx: But I don't get to set what those subagent are, right?It's all defined by a model.Samantha: I think. I actually would have to refresh myself on the sub agent interface.Jonas: There are some built-in ones like the explore subagent is free pre-built. But you can also instruct the model to use other subagents and then it will. And one other example of a built-in subagent is I actually just kicked one off in cursor and I can show you what that looks like.swyx: Yes. Because I tried to do this in pure prompt space.Jonas: So this is the desktop app? Yeah. Yeah. And that'sswyx: all you need to do, right? Yeah.Jonas: That's all you need to do. So I said use a sub agent to explore and I think, yeah, so I can even click in and see what the subagent is working on here. It ran some fine command and this is a composer under the hood.Even though my main model is Opus, it does smart routing to take, like in this instance the explorer sort of requires reading a ton of things. And so a faster model is really useful to get an [00:44:00] answer quickly, but that this is what subagent look like. And I think we wanted to do a lot more to expose hooks and ways for people to configure these.Another example of a cus sort of builtin subagent is the computer use subagent in the cloud agents, where we found that those trajectories can be long and involve a lot of images obviously, and execution of some testing verification task. We wanted to use that models that are particularly good at that.So that's one reason to use subagents. And then the other reason to use subagents is we want contexts to be summarized reduced down at a subagent level. That's a really neat boundary at which to compress that rollout and testing into a final message that agent writes that then gets passed into the parent rather than having to do some global compaction or something like that.swyx: Awesome. Cool. While we're in the subagents conversation, I can't do a cursor conversation and not talk about listen stuff. What is that? What is what? He built a browser. He built an os. Yes. And he [00:45:00] experimented with a lot of different architectures and basically ended up reinventing the software engineer org chart.This is all cool, but what's your take? What's, is there any hole behind the side? The scenes stories about that kind of, that whole adventure.Samantha: Some of those experiments have found their way into a feature that's available in cloud agents now, the long running agent mode internally, we call it grind mode.And I think there's like some hint of grind mode accessible in the picker today. ‘cause you can do choose grind until done. And so that was really the result of experiments that Wilson started in this vein where he I think the Ralph Wigga loop was like floating around at the time, but it was something he also independently found and he was experimenting with.And that was what led to this product surface.swyx: And it is just simple idea of have criteria for completion and do not. Until you complete,Samantha: there's a bit more complexity as well in, in our implementation. Like there's a specific, you have to start out by aligning and there's like a planning stage where it will work with you and it will not get like start grind execution mode until it's decided that the [00:46:00] plan is amenable to both of you.Basically,swyx: I refuse to work until you make me happy.Jonas: We found that it's really important where people would give like very underspecified prompt and then expect it to come back with magic. And if it's gonna go off and work for three minutes, that's one thing. When it's gonna go off and work for three days, probably should spend like a few hours upfront making sure that you have communicated what you actually want.swyx: Yeah. And just to like really drive from the point. We really mean three days that No, noJonas: human. Oh yeah. We've had three day months innovation whatsoever.Samantha: I don't know what the record is, but there's been a long time with the grantsJonas: and so the thing that is available in cursor. The long running agent is if you wanna think about it, very abstractly that is like one worker node.Whereas what built the browser is a society of workers and planners and different agents collaborating. Because we started building the browser with one worker node at the time, that was just the agent. And it became one worker node when we realized that the throughput of the system was not where it needed to be [00:47:00] to get something as large of a scale as the browser done.swyx: Yeah.Jonas: And so this has also become a really big mental model for us with cloud, cloud agents is there's the classic engineering latency throughput trade-offs. And so you know, the code is water flowing through a pipe. The, we think that over the coming months, the big unlock is not going to be one person with a model getting more done, like the water flowing faster and we'll be making the pipe much wider and so ing more, whether that's swarms of agents or parallel agents, both of those are things that contribute to getting.Much more done in the same amount of time, but any one of those tasks doesn't necessarily need to get done that quickly. And throughput is this really big thing where if you see the system of a hundred concurrent agents outputting thousands of tokens a second, you can't go back like that.Just you see a glimpse of the future where obviously there are many caveats. Like no one is using this browser. IRL. There's like a bunch of things not quite right yet, but we are going to get to systems that produce real production [00:48:00] code at the scale much sooner than people think. And it forces you to think what even happens to production systems. Like we've broken our GitHub actions recently because we have so many agents like producing and pushing code that like CICD is just overloaded. ‘cause suddenly it's like effectively weg grew, cursor's growing very quickly anyway, but you grow head count, 10 x when people run 10 x as many agents.And so a lot of these systems, exactly, a lot of these systems will need to adapt.swyx: It also reminds me, we, we all, the three of us live in the app layer, but if you talk to the researchers who are doing RL infrastructure, it's the same thing. It's like all these parallel rollouts and scheduling them and making sure as much throughput as possible goes through them.Yeah, it's the same thing.Jonas: We were talking briefly before we started recording. You were mentioning memory chips and some of the shortages there. The other thing that I think is just like hard to wrap your head around the scale of the system that was building the browser, the concurrency there.If Sam and I both have a system like that running for us, [00:49:00] shipping our software. The amount of inference that we're going to need per developer is just really mind-boggling. And that makes, sometimes when I think about that, I think that even with, the most optimistic projections for what we're going to need in terms of buildout, our underestimating, the extent to which these swarm systems can like churn at scale to produce code that is valuable to the economy.And,swyx: yeah, you can cut this if it's sensitive, but I was just Do you have estimates of how much your token consumption is?Jonas: Like per developer?swyx: Yeah. Or yourself. I don't need like comfy average. I just curious. ISamantha: feel like I, for a while I wasn't an admin on the usage dashboard, so I like wasn't able to actually see, but it was a,swyx: mine has gone up.Samantha: Oh yeah.swyx: But I thinkSamantha: it's in terms of how much work I'm doing, it's more like I have no worries about developers losing their jobs, at least in the near term. ‘cause I feel like that's a more broad discussion.swyx: Yeah. Yeah. You went there. I didn't go, I wasn't going there.I was just like how much more are you using?Samantha: There's so much stuff to be built. And so I feel like I'm basically just [00:50:00] trying to constantly I have more ambitions than I did before. Yes. Personally. Yes. So can't speak to the broader thing. But for me it's like I'm busier than ever before.I'm using more tokens and I am also doing more things.Jonas: Yeah. Yeah. I don't have the stats for myself, but I think broadly a thing that we've seen, that we expect to continue is J'S paradox. Whereswyx: you can't do it in our podcast without seeingJonas: it. Exactly. We've done it. Now we can wrap. We've done, we said the words.Phase one tab auto complete people paid like 20 bucks a month. And that was great. Phase two where you were iterating with these local models. Today people pay like hundreds of dollars a month. I think as we think about these highly parallel kind of agents running off for a long times in their own VM system, we are already at that point where people will be spending thousands of dollars a month per human, and I think potentially tens of thousands and beyond, where it's not like we are greedy for like capturing more money, but what happens is just individuals get that much more leverage.And if one person can do as much as 10 people, yeah. That tool that allows ‘em to do that is going to be tremendously valuable [00:51:00] and worth investing in and taking the best thing that exists.swyx: One more question on just the cursor in general and then open-ended for you guys to plug whatever you wanna put.How is Cursor hiring these days?Samantha: What do you mean by how?swyx: So obviously lead code is dead. Oh,Samantha: okay.swyx: Everyone says work trial. Different people have different levels of adoption of agents. Some people can really adopt can be much more productive. But other people, you just need to give them a little bit of time.And sometimes they've never lived in a token rich place like cursor.And once you live in a token rich place, you're you just work differently. But you need to have done that. And a lot of people anyway, it was just open-ended. Like how has agentic engineering, agentic coding changed your opinions on hiring?Is there any like broad like insights? Yeah.Jonas: Basically I'm asking this for other people, right? Yeah, totally. Totally. To hear Sam's opinion, we haven't talked about this the two of us. I think that we don't see necessarily being great at the latest thing with AI coding as a prerequisite.I do think that's a sign that people are keeping up and [00:52:00] curious and willing to upscale themselves in what's happening because. As we were talking about the last three months, the game has completely changed. It's like what I do all day is very different.swyx: Like it's my job and I can't,Jonas: Yeah, totally.I do think that still as Sam was saying, the fundamentals remain important in the current age and being able to go and double click down. And models today do still have weaknesses where if you let them run for too long without cleaning up and refactoring, the coke will get sloppy and there'll be bad abstractions.And so you still do need humans that like have built systems before, no good patterns when they see them and know where to steer things.Samantha: I would agree with that. I would say again, cursor also operates very quickly and leveraging ag agentic engineering is probably one reason why that's possible in this current moment.I think in the past it was just like people coding quickly and now there's like people who use agents to move faster as well. So it's part of our process will always look for we'll select for kind of that ability to make good decisions quickly and move well in this environment.And so I think being able to [00:53:00] figure out how to use agents to help you do that is an important part of it too.swyx: Yeah. Okay. The fork in the road, either predictions for the end of the year, if you have any, or PUDs.Jonas: Evictions are not going to go well.Samantha: I know it's hard.swyx: They're so hard. Get it wrong.It's okay. Just, yeah.Jonas: One other plug that may be interesting that I feel like we touched on but haven't talked a ton about is a thing that the kind of these new interfaces and this parallelism enables is the ability to hop back and forth between threads really quickly. And so a thing that we have,swyx: you wanna show something or,Jonas: yeah, I can show something.A thing that we have felt with local agents is this pain around contact switching. And you have one agent that went off and did some work and another agent that, that did something else. And so here by having, I just have three tabs open, let's say, but I can very quickly, hop in here.This is an example I showed earlier, but the actual workflow here I think is really different in a way that may not be obvious, where, I start t

Barra popped in for a chat. First up, footy started last night but still no game in Perth for another two weeks... boooo. The Asia Cup continues and Matildas played Iran last night with a political hue cast over the game. Plus, F1 touches down in Melbourne, but has Oscar Piastri has kissed and made up with his team. See omnystudio.com/listener for privacy information.

Kelly and Rob sit down and chat with Daniel Brown while at the Blood in the Snow Film Festival 2025. The discussion involves the project Asteria that played in the festival.

Im zweiten Teil des Gesprächs vertiefen Markus Reitshammer und Jan Gerit Brandenburg die strategische Bedeutung der digitalen Transformation. Es geht nicht nur um Bits und Bytes, sondern um die Frage, wie ein Weltkonzern wie Merck langfristig wettbewerbsfähig bleibt und gleichzeitig einen echten gesellschaftlichen Mehrwert schafft. Jan Gerit Brandenburg gibt Einblicke in die Philosophie hinter seiner Arbeit und erklärt, warum der Mut zu langfristigen Investitionen in Technologie der einzige Weg ist, um globale Herausforderungen – von der Biotechnologie bis zur modernen Elektronik – zu meistern.

A major war broke out in the Middle East, but Bitcoin didn't break. One veteran investor says that price action reveals something important about where crypto stands today. --- Bits + Bips is spreading its wings Starting soon, new episodes will only be published on our brand‑new feeds. What you need to do: Click the links below. YouTube Apple Spotify X Smash Follow or Subscribe.

US and Israeli strikes killed Iran's Supreme Leader and initially rattled markets. But does the subsequent market calm reflect genuine resilience or a dangerous underpricing of what comes next? --- Nexo is the premier digital wealth platform. Receive interest on your crypto, borrow against it without selling, and trade a range of assets. Now available in the U.S with 30 days of exclusive privileges. Get started at nexo.com/unchained Bits + Bips is spreading its wings Starting soon, new episodes will only be published on our brand‑new feeds. Here's what you need to do: Click the links below. ⁠YouTube⁠ ⁠Apple⁠ ⁠Spotify⁠ ⁠X⁠ Smash Follow or Subscribe.

US and Israeli strikes killed Iran's Supreme Leader and initially rattled markets. But does the subsequent market calm reflect genuine resilience or a dangerous underpricing of what comes next? --- Nexo is the premier digital wealth platform. Receive interest on your crypto, borrow against it without selling, and trade a range of assets. Now available in the U.S with 30 days of exclusive privileges. Get started at nexo.com/unchained Bits + Bips is spreading its wings Starting soon, new episodes will only be published on our brand‑new feeds. Here's what you need to do: Click the links below. ⁠YouTube⁠ ⁠Apple⁠ ⁠Spotify⁠ ⁠X⁠ Smash Follow or Subscribe.

A major war broke out in the Middle East, but Bitcoin didn't break. One veteran investor says that price action reveals something important about where crypto stands today. --- Bits + Bips is spreading its wings Starting soon, new episodes will only be published on our brand‑new feeds. What you need to do: Click the links below. YouTube Apple Spotify X Smash Follow or Subscribe.

WE READ ALL FAN MAIL FOR FREE JUST CLICK THIS LINK IT'S NOT A SCAMSupport the showFollow our Instagram: @swallowdaddysSubscribe to Youtube: @swallowdaddysFollow RJ: rj_sainsFollow Drew: drewbockkindof (deleted instagram due to gross incompetence)Join Patreon for Early Access and Bonus Content: Help Us

Jessie Buckley spoke with Terry Gross about her role as Shakespeare's wife, Agnes, in ‘Hamnet,' directed by Chloé Zhao. She's nominated for an Oscar and already won a Golden Globe and a SAG Award for her performance. The Irish actor talks about motherhood, the singing competition show she did in her teens, and the infamous crying scene in ‘Hamnet.' To manage podcast ad preferences, review the links below:See pcm.adswizz.com for information about our collection and use of personal data for sponsorship and to manage your podcast sponsorship preferences.Learn more about sponsor message choices: podcastchoices.com/adchoicesNPR Privacy Policy

A former Clinton and Biden foreign policy advisor saw it before it happened. Now the question is what investors do next. Hours after this episode was recorded, the United States and Israel launched a coordinated military campaign against Iran, killing Ayatollah Ali Khamenei in what analysts are calling the most significant U.S.-Iran escalation in decades. Charles Myers, Founder and CEO of Signum Global Advisors and a former senior foreign policy advisor to Hillary Clinton and Joe Biden, had just sat down with Steven Ehrlich to discuss the geopolitical landscape and what it means for investors.  What he said about Iran during that conversation is now raising serious questions about what comes next, and the investment implications are far from settled. In this episode, Myers also addresses whether the "sell America" trade is overdone, where oil is heading, the future of AI funding, and whether Bitcoin can actually function as a safe haven when the world is on fire. Hosts: ⁠Steven Ehrlich⁠, Host of Bits + Bips: The Interview Guests: ⁠Charles Myers, Founder and CEO, Signum Global Advisors Links: Iran strike / military action: US strikes Iran — https://www.cnn.com/world/live-news/israel-iran-attack-02-28-26-hnk-intl  US-Iran nuclear talks — https://www.nbcnews.com/world/iran/us-iran-nuclear-talks-trump-military-buildup-attack-missiles-rcna260764  Largest US military buildup in the Middle East since the early 2000s — https://www.militarytimes.com/news/your-military/2026/02/26/us-military-assembles-largest-force-of-warships-aircraft-in-middle-east-in-decades/  Oil markets: Oil prices surge after Iran strike — https://www.cnbc.com/2026/02/28/iran-us-attack-oil-market-economy.html  Trump's energy strategy: targeting oil in the low $50s — https://www.axios.com/2026/02/28/us-iran-attack-energy-oil-prices  Sell America / US safe haven: Global investors question US safe haven status — https://www.cnbc.com/2026/02/28/markets-brace-for-impact-following-us-military-strikes-against-iran.html  The “Sell America” trade, explained — https://www.bloomberg.com/news/articles/2026-02-02/sell-america-trade-why-investors-are-questioning-us-assets  Venezuela / Monroe Doctrine: Maduro government and the US oil deal — https://www.cnbc.com/2026/01/05/maduro-overthrow-could-pave-the-way-for-us-oil-companies-to-recover-venezuela-assets.html  The return of the Monroe Doctrine under Trump — https://www.cfr.org/articles/oil-power-and-the-climate-stakes-of-the-u-s-move-in-venezuela  OpenAI / AI: OpenAI raises $110 billion — https://www.cnbc.com/2026/02/27/open-ai-funding-round-amazon.html  Stargate: OpenAI and SoftBank's AI moonshot — https://openai.com/index/announcing-the-stargate-project/ Prediction Markets: Polymarket Iran strike odds — https://polymarket.com  Insider trading on Polymarket: the Maduro bet — https://en.wikipedia.org/wiki/2026_United_States_strikes_in_Venezuela  Stablecoins / GENIUS Act: The GENIUS Act and stablecoin regulation — https://www.gibsondunn.com/the-genius-act-a-new-era-of-stablecoin-regulation/ Learn more about your ad choices. Visit megaphone.fm/adchoices

1 hour and 35 minutes The Sponsors Thank you to Underground Printing for making this all possible. Rishi and Ryan have been our biggest supporters from the beginning. Check out their wide selection of officially licensed Michigan fan gear at their 3 store locations in Ann Arbor or learn about their custom apparel business at undergroundshirts.com. Our associate sponsors are: Peak Wealth Management, Matt Demorest - Realtor and Lender, Ann Arbor Elder Law, Michigan Law Grad, Human Element, Sharon's Heating & Air Conditioning, The Sklars Brothers, Champions Circle, Winewood Organics, Community Pest Solutions, Venue by 4M where record this, and Introducing this season: Radecki Oral Surgery, and Long Road Distillers. 1. Men's Basketball vs Illinois Starts at 0:51 Hail to the Big Ten champions... before March! Dusty in year two has won at Mackey, Breslin, and whatever Illinois' arena is nicknamed. This was supposed to be a scary game and it wasn't even close, the players loved the energy. The major bummer is that LJ Cason is out for the year with an ACL injury. Can Yaxel check a top five draft point guard? Yes. No turnovers for Cadeau! But he probably has to go from 26 minutes per game to 35 and needs to be much more careful about foul trouble now. It just felt like Illinois had to work so hard to get anything in the second half and they weren't used to that. Illinois played their much better defender for only 10 minutes. Shot volume was similar for both teams but Michigan was able to win from 2-point shots. 2. Men's Basketball vs Minnesota Starts at 25:20 Minnesota comes in with basically no basketball team, they're down on their luck. But they played zone better than a lot of teams on Michigan's schedule. In the first half Michigan had trouble getting to the rim so they kicked it out for open threes. Parts of it felt bad. This game felt like playing Maryland the week before Ohio State. Niko Medved did a great job with what he had, Brian is still high on him. Early in the season Iowa seemed like it would be a really tough game, now Iowa is tailspinning a little bit. Iowa's defense is improved from Fran but not in a way that will stop Michigan. Michigan is still probably a #1 seed if they lose out. They should raise the banner in Michigan State's face at pre-game.  3. Hot Takes and Hockey vs Minnesota Starts at 43:34 Takes hotter than Morez Johnson sitting in front of that crowd and being like "I don't care, I'm gonna be the Kenpom MVP in a 20 point win spiritually because I'm Morez Johnson and nothing phases me at all!" Michigan splits against Minnesota, which almost didn't matter until Michigan State only got two points against Ohio State. This team is a little too Jekyll & Hyde. Starting the Thursday game 1-9 in shots isn't great. Powerplays used to be more whizz-bang and they've been lacking lately. Michigan's defense is like Nebraska running the triple option - they always need to have a 5'2" puck wizard defenseman. MSU's coach tried to chase down an official on the ice which is a silly thing to attempt. Michigan is up two points in the standings but Michigan State has two more games. Time for another year of complaining about the NCAA hockey tournament format. 4. Stickball and Gimmicky Top Five Starts at 1:15:10 Baseball - good Softball - not good Gimmicky Top Five Things You'd Change in the Winter Olympics. Normal guy Olympics. Mountaineering should include getting a kid into ski gear. We don't talk about ski injuries. Winter beach volleyball?    MUSIC: "Don't Fight It"—Kenny Loggins and Steve Perry "Better Way"—Motenko "Take My Heart"—The Teskey Brothers “Across 110th Street”—JJ Johnson and his Orchestra   

It’s been interesting to see the reactions to the military strikes against Iran. Iranian women are shedding their hijabs which were mandatory under Islamic dress code rules. Here in America, woke women are cloaking themselves in the hijab. Students in Iran are celebrating in the streets chanting President Trump’s name. Students here are chanting, “Death to America.” Persians across our nation are marching in the streets, waving American flags and dancing to “YMCA” – the unofficial theme song of the MAGA movement. And yet so-called conservative influencers like Candace Owens and Nick Feuntes and Tucker Carlson are condemning our nation and our president. Tucker said President Trump’s actions were absolutely disgusting. Ironically, he shares the same opinion as Jane Fonda and the Islamists. It is a great day for freedom fighters and a bad day for the Islamists and their American propagandists. And never forget that the Ayatollah tried to assassinate President Trump not once, but twice. And now Iran’s Supreme Leader is a pile a Kibbles & Bits. See omnystudio.com/listener for privacy information.

Desktop Macs / iPhone-Lineup / Samsung Privacy Display / TouchBook Pro / Private Cloud Server / Agentic Coding / Arena.ai / No Fusion Camera / RCS E2E / Tieflochmarker / Calonic

Guy Memberships and Horses with Broken Backs Roast Chicken Wars Absolutely Everybody Loves Vanessa Amorosi It’s Matt’s World… Abby’s just living it… Fake Arms and Kitty Litter Ashes Stav Dominated His Wife The Latest From The Middle East See omnystudio.com/listener for privacy information.

As novidades sobre a indústria dos videojogos, análises aos jogos do momento, retrogaming, os temas de fundo e até um quiz musical sobre videojogos. Com Pedro Moreira Dias, Élio Salsinha, Rui Gonçalves e Gonçalo Santos

Jessie Buckley spoke with Terry Gross about her role as Shakespeare's wife, Agnes, in ‘Hamnet,' directed by Chloé Zhao. She's nominated for an Oscar and already won a Golden Globe and a SAG Award for her performance. The Irish actor talks about motherhood, the singing competition show she did in her teens, and the infamous crying scene in ‘Hamnet.' To manage podcast ad preferences, review the links below:See pcm.adswizz.com for information about our collection and use of personal data for sponsorship and to manage your podcast sponsorship preferences.Learn more about sponsor message choices: podcastchoices.com/adchoicesNPR Privacy Policy

It's Still a Slider — The Broken Femur Edition CES 2026: Rescue Retriever Smoke Detector to Save Pets Audiobook Audio (V3) Part 1: Capture Right, Stay Boring, Sound Human Support the Show Security Bits — 1 March 2026 Transcript of NC_2026_03_01 Join the Conversation: allison@podfeet.com podfeet.com/slack Support the Show: Patreon Donation Apple Pay or Credit Card one-time donation PayPal one-time donation Podfeet Podcasts Mugs at Zazzle NosillaCast 20th Anniversary Shirts Referral Links: Setapp - 1 month free for you and me PETLIBRO - 30% off for you and me Parallels Toolbox - 3 months free for you and me Learn through MacSparky Field Guides - 15% off for you and me Backblaze - One free month for me and you Eufy - $40 for me if you spend $200. Sadly nothing in it for you. PIA VPN - One month added to Paid Accounts for both of us CleanShot X - Earns me $25%, sorry nothing in it for you but my gratitude

Wyrd-iversary: 10 Years and 100 Episodes of Gifts of the Wyrd In this special milestone episode, I'm celebrating the 100th episode of Gifts of the Wyrd and ten years of podcasting. From the first recording in 2016 to conversations with authors, folklorists, creators, and practitioners across the wider Pagan and Heathen communities, this episode reflects on how the show began, how it evolved from “Heathen NPR” to something closer to “Pagan NPR,” and what I've learned along the way. I share favorite topics — from runes to Dark Christmas folklore — and reflect on the joy of learning the "behind the scenes" with creators. Most of all, this episode is a thank you to the listeners, guests, publishers, and friends who have made these ten years possible. Here's to wherever the Wyrd leads next. # # # Create your podcast today! #madeonzencastr Subscribe to Substack: https://giftsofthewyrd.substack.com/ Instagram: @wyrdgifts1 Facebook: @GiftsoftheWyrd Email: giftsofthwyrd@gmail.com Order The Christmas Oracle Deck created by me and artist Vinnora at https://feniksshop.etsy.com follow FB/IG: @thechristmasoracle  Music. Royalty free music from https://www.fesliyanstudios.com  Intro: Land of 8 Bits. Outro: JPOP.   Gifts of the Wyrd Logo Created by Xan Folmer.  Logo based on the Vanic boar created by Vanatru Priestess Ember of the Vanic Conspiracy. Studio recordings using Zencastr and Audacity.

Fightin the Bits

AI kon al goed programmeren, maar de laatste weken en maanden gaat het steeds beter. “Beter dan ikzelf”, postte AI-expert Matt Schumer. Wat betekent dat voor de softwarewereld? Verder hebben we het over de maan Titan die carambole speelt in de ringen van Saturnus, over hinniken dat straffer is dan jodelen en over Metabaas Mark Zuckerberg die getuigt over de gevaren van sociale media. CREDITS Journalisten Pieter Van Dooren, Dominique Deckmyn, Jannes Verschakelen | Audioproductie Pieter Santens | Muziek Brecht Plasschaert | Chef podcast Alexander Lippeveld See omnystudio.com/listener for privacy information.

A Note from James:In the last episode, we talked about whether Martin Shkreli really deserves the label “most hated man in America.” My conclusion was no, and I hope you came to the same conclusion after hearing his perspective.In this episode, we shift gears completely. We talk about Bitcoin, crypto, AI, energy, optical computing, and what the future of technology might actually look like.Martin has a very unusual combination of skills—finance, biotech, programming—and I always enjoy hearing how he connects ideas across different fields. That's what this conversation is about.Episode Description:What happens when AI demand collides with the limits of computing power and energy?In Part 2, Martin Shkreli and James explore the future of technology—from crypto vulnerabilities to optical computing, GPU scaling, and the potential energy crisis driven by artificial intelligence.They discuss whether Bitcoin can survive quantum computing, why stablecoins solve real-world financial problems, and how computing architecture may shift beyond traditional silicon chips. The conversation then moves into AI economics: why companies might spend billions on compute to make better decisions, how energy constraints could shape innovation, and why optical computing could become the next major breakthrough.This episode isn't about controversy—it's about technological leverage, incentives, and where computation is heading next.What You'll Learn:Why quantum computing could eventually threaten Bitcoin's encryptionThe real-world advantages of stablecoins and decentralized paymentsHow AI demand could create massive new energy constraintsWhy optical (photonic) computing may outperform traditional silicon chipsHow businesses might use large-scale AI compute for strategic decisionsTimestamped Chapters:[00:02:00] Bitcoin, Encryption & Quantum Computing Risks[00:03:02] A Note from James[00:03:34] Crypto Markets: Speculation vs. Utility[00:05:23] Banking Control, Debanking & Stablecoins[00:07:40] Moore's Law, Huang's Law & The Limits of Silicon[00:08:45] Optical Computing Explained[00:09:12] NVIDIA, Parallelization & Power Consumption[00:10:24] Energy Constraints & The Electrical Grid[00:11:41] AI Energy Demand vs. Countries[00:12:24] Corporate AI Decision-Making at Scale[00:13:37] The Coming Explosion of AI Compute[00:14:20] Energy Efficiency vs. Speed[00:15:17] GPU Efficiency Improvements & Jevons Paradox[00:17:00] Why AI Is Different from Traditional Computing[00:17:47] Optical vs. Quantum vs. DNA Computing[00:18:19] Why Optical Computing Fits AI Perfectly[00:19:28] Precision, Bits & Neural Networks[00:21:24] Error Tolerance in AI Systems[00:22:00] Fiber Optics & Existing Infrastructure[00:23:16] New Computing Paradigms Beyond Silicon[00:24:00] Matrix Multiplication & AI Workloads[00:24:53] Closing ThoughtsSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

DATs may be collapsing, AI agents may be overhyped, but Omid Malekan thinks the strongest case for crypto has nothing to do with either. Thank you to our sponsors: ⁠⁠Fuse: The Energy Network⁠ Bitcoin is below $63,000, digital asset treasuries are under pressure, and the debate over whether crypto markets are bottoming or breaking down is splitting the hosts.  Ram is skeptical of institutional demand when he looks at the 13F data from institutions filing SEC reports. Chris is on the phone with institutions all day and is bullish.  Omid Malekan, adjunct professor at Columbia Business School, comes in with a longer lens: he admits he contributed to the DAT hype cycle, has doubts about agentic commerce that remind him of the metaverse in 2021, and thinks the strongest argument for crypto is not a product or a token but a fact about how nation-states treat their own citizens.  The conversation also covers tokenized bank deposits, the SEC's updated broker-dealer guidance on stablecoins, and what it means that the Supreme Court just struck down Trump's tariffs. Hosts: ⁠⁠Ram Ahluwalia⁠⁠, CFA, CEO and Founder of Lumida ⁠⁠Austin Campbell⁠⁠, NYU Stern professor and founder and managing partner of Zero Knowledge Consulting ⁠⁠Christopher Perkins⁠⁠, Managing Partner and President of CoinFund Guest: ⁠Omid Malekan, Adjunct Professor at Columbia Business School Links: Unchained: Bitcoin Slips Below $63,000 as Fear Deepens Bitcoin Dips Below $65,000 as Tariff Uncertainty Weighs on Risk White House Talks Make Progress on Stablecoin Yields but No Deal Yet SEC Quietly Eases Capital Rules for Stablecoins SCOTUS: Supreme Court strikes down tariffs Citrini: ⁠THE 2028 GLOBAL INTELLIGENCE CRISIS Learn more about your ad choices. Visit megaphone.fm/adchoices

This time, we conclude our discussion of the draft script for the show's second Riddler story, "A Riddle A Day Keeps the Riddler Away", featuring a VERY different, and surprisingly lethal, climactic scene at the Queen of Freedom Monument! We also see an instance of writer Fred DeGorter not quite getting Batman. The Caped Crusader isn't so much warm and friendly to Commissioner Gordon as a take-charge expert on dealing with criminals! Apparently Batman outranks the police commissioner! Listen to Bat Bits and see the script we're discussing by subscribing to our Patreon for at least $2 a month! At $4 a month you'll get that AND our monthly discussion of silver age Batman comics, as Paul or another in our stable of co-hosts joins me to examine individual Batman stories from the 1950s and '60s — most recently, an early and significant appearance by the Catwoman! So slide down your Batpole and join today!

März-Event / iOS 26.4: Wo Siri? / OpenAI Device / Coding Agents / HLS-Podcasts / BayernID / QR-Payment in Hofläden / HBO Max 2K / Codex Datenbanken / Todoist / In Your Face Meeting-Reminder / Blackroll Recovery Pillow

In this episode, Jason talks about his shop flooring woes and $1500 worth of ebony, Mary is desiginging a bookcase and waiting for stained glass repairs and Keith has some troubles with his desk legs and shop heating. Oh, and crap we bought on IG strikes again and we effed some stuff up, as usual.  Be sure to check out Bits & Bits at www.bitsbits.com and use coupon code MORSELS15 to save 15% on your order of router and/or CNC bits. Be sure to hit up Katz-Moses Tools at www.KMTools.com - cool tools at a fair price. If it's on their website, it's in Jonathan's apron. www.kmtools.com **And check out the new Katz Moses toolless adjustable countersink and new sharpening jig and sliding stop block. Oh, and don't forget about his new aluminum channel French Cleat system with some bad azz 3D printed accessories that lock in place!! Be sure to check out WTB Woodworking at 390 Pike Road, Unit 2, Huntingdon Valley, PA for lumber, slabs, woodworking tools and MORE!! Or shop online and earn yourself some Burkell bucks for every dollar you spend! Go to wtbwoodworking.com to shop online.Help us support Grit-Grip!! A revolutionary new breed of double-sided sanding sponges that we all LOVE! Check it out at https://grit-grip.com/ and use code "shopsounds" at checkout to get a free sanding block!The Bourbon Blade: https://www.bourbonmoth.com/shop/p/the-bourbon-blade-original-pocket-chiselIf you'd like to support us on Patreon and have access to our irreverent aftershow, you can sign up here: https://www.patreon.com/shopsoundspodcastYou can find us on Instagram, Youtube, Facebook and TikTok (maybe): Bourbon Moth Woodworking and Keith Johnson Woodworking and Kodamari Design

Medusa and Cam look to tie the threads between a long awaited sequel and it's take on spirituality... but instead just added a fun lil guy! Look at that lil guy! Our Flipped Script: Let's make it a co-op! Intermission: 1:07: -1:19: Suggested Topics: Psyop Your Parents, Shakled to the First Player, Fart Sniffy, AGDQ, Playin' Jazz, CreeEeePy Crawlers 

If large language models are so powerful, why can they still get basic things wrong? In this episode, we take a practical look at how AI systems actually work, why hallucinations happen by design, and what's being done to reduce them. We break down core concepts like probabilistic prediction, chain-of-thought reasoning, RAG systems, context windows, API orchestration, and cost structures. Not from a tech hype lens, but from a business one. Most importantly, we explore what this means for seafood companies integrating AI into real workflows: how to think about reliability, data access, governance, and long-term cost before plugging models into sensitive systems. This isn't about whether AI will matter but about how to use it responsibly at scale. For more aquaculture insights head to our Fish n' Bits blog.

As novidades sobre a indústria dos videojogos, análises aos jogos do momento, retrogaming, os temas de fundo e até um quiz musical sobre videojogos. Com Pedro Moreira Dias, Élio Salsinha, Rui Gonçalves e Gonçalo Santos

20260221 ASK Bits Originally Broadcasted February 21, 2026, on ACB Media 6 Participants joined us to explore today's tech across Windows, Android, iOS, and Mac, along with screen readers and helpful assistive tools. Bring your questions and connect with our BITS team for tips, tricks, and real-world advice to help make your tech work for you. Sponsored by: Blind Information Technology Solutions ask@bits-acb.org

Brians Questions: I currently have a Sawstop PCS 1.75, an 8” Laguna spiral head jointer, a Jet two-stage dust collector, a Laguna 1412 bandsaw, a Bosch cabinet style router table, a Dewalt DW734 lunchbox planer, an entry-level CNC, a Festool ETS125, a Festool dust extractor and various smaller power tools. I'm not particularly happy with the stability, adjustability and fence on my Bosch router table and I feel like my planer isn't giving my a consistent cut across its width. I'm thinking of upgrading either the router table to something with an Incra lift, or maybe a planer like the DW735 with helical head or similar. However, I've also been seriously considering a Festool Domino DF500. Lately I've been working on decorative boxes and small furniture like side tables and coffee tables. Who knows what's next? What would you purchase next and what do you think would make the biggest difference in my woodworking? Thanks, Kevin Westbrooks Hey this is Brooks from BROOKS BOARDS in Utah, I really enjoy the podcast while I work on the shop, and a lot of my questions get answered, but I was hope maybe you could help me understand the best way to round over a board that is a curved shape like my longboards I make, when I use a bearing router bit the issue is that when you flip the board to route the other side where the bearing would ride along the wood it routed off so the roundover is un-even and usually a line is left over, would you guys have a potential solution to this? I would love your suggestion, thanks in advance you guys are awesome. Brooks Guys Questions: When making flat panel drawer fronts I keep running into drawer fronts that need to be just a little bigger than my 8" jointer. Say 9-10" tall. Most of the rough stock I buy is 8-8.5". In this case I have two options, use two boards of similar grain and try to hide the glue joint which becomes a straight grain only situation. Or make a veneer drawer front with some wider stock if i can find it. How do all these European cabinet makers do it with large flat drawer fronts. Do they all just have a 12-16" jointers? Jesse Hi y'all! I'm Chris. I love your podcast and listen to it while I  drive for work. I am on my second round of listening while I wait for the new episode to drop! I will be proposing to my fiance soon and I am making a ring box for her engagement ring. I am going to use White Oak and I have seen several videos of guys using a rub on finish that slightly darkens the wood and leaves a minimal sheen. I am wondering what finish you would use for durability, to darken the wood, and leave no sheen! Thanks and love the show! Chris Huys Questions: I have a Makita Track Saw which I purchased a couple of years ago.  I use it only for cutting full sheets of plywood and melamine, mostly plywood.  Although I haven't used it all that much the Makita brand saw blade is not making clean cuts and leaving burn marks on the sheet goods.  It's a 48 tooth blade measuring 165mm x 20mm. I cleaned the blade hoping that would solve the issue but it hasn't.  The cut quality is the same.  I've considered sending the blade out for sharpening but not sure if it's worth it.  I'm thinking my money might be better spent buying a new blade.  I could always buy a new blade and have the Makita blade resharpened and use it only for cutting melamine.  I'm sure track saw blades are not all made equal so I'm looking for your recommendation for a new blade based on your knowledge and experience.   I'm interested in saw blade brands as well as the type of blade such as the number of teeth for making clean cuts in plywood.  Looking forward to your comments and thanks for hosting such an informative podcast. Jack Francis Hey guys, I'm a long time listener and continue to learn with every episode. You're one of only two podcasts I listen to cause there's no stupidness and you just talk woodworking and don't feel the need to waste the listeners time talking about what you had for lunch or whatever other personal garbage every other woodworking podcast seems to delve into. I have a very simple question. Last week I was routing a dado in some oak with a quarter inch straight bit. Nothing unusual about the setup and nothing I hadn't done a hundred times before. This time, however, the bit managed to come loose from the collet and came up through the work piece and essentially ruined it. Has this happened to you guys? Should I assume that I just didn't tighten it enough? Should I be constantly checking it as I'm batching parts? This one bugged me cause I don't feel like I know how to prevent it in the future. Any advice would be appreciated! Bill

In this crossover episode, Sarah and Kelli join hosts Bits and Nancy from Compliments to the Chef to discuss Season 4 episode 9 of The Traitors. Topics include: thoughts on the season, a recruitment, Eric as a sacrificial lamb, Besties for the Resties, what's lacking this season, Bluestone Manor, the banishment, a murder, Mark's fashion, the Jack in the box challenge and Sarah's fever dream. Will Rob be the last man standing? A new episode of Above Deck is out now! Follow us on Instagram: @abovedeckpod   Get in touch: abovedeckpod@gmail.com  Get ya some Above Deck merch: https://shop.hurrdatmedia.com/collections/above-deck  Get bonus content on Patreon! patreon.com/cw/AboveDeckPodcast Please subscribe on Apple Podcasts, Spotify or wherever you get your podcasts, and tell a friend! Resources: Compliments to the Chef Podcast instagram.com/complimentstothechef_pod/ This is another Hurrdat Media Production. Hurrdat Media is a podcast network and digital media production company based in Omaha, NE. Find more podcasts on the Hurrdat Media Network by going to HurrdatMedia.com or the Hurrdat Media YouTube channel! Learn more about your ad choices. Visit megaphone.fm/adchoices

Some free (but delayed) bonus bits talking about last year and what we want to do this upcoming year!

The Mag 7 have committed over $700 billion to AI infrastructure, but the companies building the models may never capture the value. Thank you to our sponsors: Adaptive Security Fuse: The Energy Network The BLS just quietly revised away 862,000 jobs, and real-time inflation trackers now peg price growth below 1%, less than half of what official figures report.  If the Fed is steering monetary policy with stale data, investors need to ask what else the models are getting wrong.  At the same time, the Mag 7 have committed more than $700 billion to AI infrastructure, with Anthropic alone projecting $1 trillion in revenue within five years. Is that conviction or the early stages of a debt cycle nobody is pricing?  And then there is the institutional side of crypto: BlackRock's BUIDL fund just landed on Uniswap with $2.4 billion in assets, Apollo acquired $90 million in Morpho tokens, and AI agents are already settling micropayments in stablecoins.  Austin Campbell, Ram Ahluwalia, and Christopher Perkins sit down with Truflation's CEO Stefan Rust to ask whether the numbers we trust are telling us the truth. Hosts: ⁠Ram Ahluwalia⁠, CFA, CEO and Founder of Lumida ⁠Austin Campbell⁠, NYU Stern professor and founder and managing partner of Zero Knowledge Consulting ⁠Christopher Perkins⁠, Managing Partner and President of CoinFund Guest: Stefan Rust, Founder and CEO of Truflation Links: Unchained:  BlackRock Just Chose Uniswap. The Market Didn't Care. Here's Why. Apollo Moves Into DeFi Lending With Morpho Token Deal UNI Spikes on BlackRock DeFi Move, Then Gives It All Back Macro: NBC: U.S. had almost no job growth in 2025 PBS: Inflation measure falls to nearly five-year low as gas prices fall and housing costs cool Crowdfund Insider: Secretary Of The Treasury Scott Bessent Calls Out Truflation's Inflation Numbers At Senate Banking Hearing AI CapEx: Amazon, Google And Others Are Pouring $700 Billion Into AI CapEx, Top Analyst Explains Why This Makes It 'Hard' To Bet Against Nvidia CIO: Data center capex to hit $1.7 trillion by 2030 due to AI boom Reuters: OpenClaw founder Steinberger joins OpenAI, open-source bot becomes foundation Learn more about your ad choices. Visit megaphone.fm/adchoices

Kiren Sekar (CPO @ Samsara) joins us to deconstruct the "Innovation Engine" behind Samsara, and how this system drives real-world impact and ROI across their products. We explore Samsara's decade-long compound product strategy and the mechanics of accelerating feedback loops in an era where the primary bottlenecks shift from code generation to customer feedback and absorption of change. Kiren details how their data flywheel expands the aperture of what is possible to build and we dive into the system of customer-driven innovation: advisory boards, “spark sessions” to test hypotheses and gain unfiltered feedback. Plus we talk about the power of embedding engineers in frontline environments (from truckyards to construction sites) to cultivate “taste,” customer empathy and trigger non-linear ideas. ABOUT KIREN SEKARKiren Sekar is the Chief Product Officer at Samsara (NYSE: IOT), where he has helped lead the company from a hardware-hacking startup in a basement to a global leader in Connected Operations with over $1.5B in ARR. An early leader at Meraki (acquired by Cisco for $1.2B) and an Apple veteran with multiple patents, Kiren specializes in the rare intersection of hardware, massive-scale data, and AI. He is the architect of a platform that now processes trillions of data points for the industries that keep the world running—trucking, construction, and logistics. This episode is brought to you by Retool!What happens when your team can't keep up with internal tool requests? Teams start building their own, Shadow IT spreads across the org, and six months later you're untangling the mess…Retool gives teams a better way: governed, secure, and no cleanup required.Retool is the leading enterprise AppGen platform, powering how the world's most innovative companies build the tools that run their business. Over 10,000 organizations including Amazon, Stripe, Adobe, Brex, and Orangetheory Fitness use the platform to safely harness AI and their enterprise data to create governed, production-ready apps.Learn more at Retool.com/elc SHOW NOTES:Real-world ROI The Intersection of Bits and Atoms: How Samsara supported customers through a once-in-a-century snowstorm using real-time AI insights (3:59)The Practicality Filter: Why low-margin, high-utility businesses are the best "BS detectors" for product builders (9:25)Deconstructing the compound product strategy: 10 years of feedback loops, scaling empathy, and technical capabilities (10:53)Accelerating your innovation flywheel, customer and product feedback loops (14:39)The New Bottleneck: Why writing code is no longer the constraint, and how to optimize for customer absorption of change (19:58)The Data Flywheel: Leveraging trillions of proprietary data points to solve new problems and expand your innovation engine into new capabilities (23:36)Embedding engineers in customer problems: Why there is no substitute for engineers seeing the frontline environment firsthand (29:56)How customer empathy and "taste" amplify the benefits of AI coding agents (33:26)Building a system of customer-driven innovation: Utilizing Advisory Boards and "Spark Sessions" to turn 10,000+ customers into co-creators (37:40)Rapid fire questions (47:50)This episode wouldn't have been possible without the help of our incredible production team:Patrick Gallagher - Producer & Co-HostJerry Li - Co-HostNoah Olberding - Associate Producer, Audio & Video Editor https://www.linkedin.com/in/noah-olberding/Dan Overheim - Audio Engineer, Dan's also an avid 3D printer - https://www.bnd3d.com/Ellie Coggins Angus - Copywriter, Check out her other work at https://elliecoggins.com/about/ Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Classic Rewind #63:  This is a compilation of two episodes that are no longer on any podcast platform.  Bits include: Two "Rapid Fires", "Cover This", "Who The Hell is this","Intellectual Poetry", and Top3/Bottom3 KISS "Revenge".   Show co-hosts: Mark & DannyPlease like and subscribe to the show.  Any questions?  We are on Facebook, X, and InstagramHard Rocking Trivia Show Free Spotify Playlists:Long Lost Rock (1975-1984)https://open.spotify.com/playlist/2AlX7wsKrwpMmTr7HoxWie?si=SRPSSWmASWqudK1QicMnygHard Rocking Trivia Show (1980)https://open.spotify.com/playlist/5JNv7S1oAX8GdQ1Jnazrti?si=Mzsk7yzdRLK52ZkjV4J5YgHard Rock & Classic Metal (1988)https://open.spotify.com/playlist/0UJLENseLcEI1MnHcmBCsC?si=M4cdrSltSgW9-fqz6zsXBQHard Rocking 80'shttps://open.spotify.com/playlist/3ACMIc6UsL8LUtj4SZ5LSCHRTS Rock Playlisthttps://open.spotify.com/playlist/6fHGHPVMlWj23StoQuY9WyHard Rocking 70'shttps://open.spotify.com/playlist/0Lh2hRgqS2DRQUISuJY5BuHairnation XTRAhttps://open.spotify.com/playlist/1N8zUNfNQKup2tTozyUWB----------------------------------------------------------------------------------------------------------------------------Hard Rocking Trivia Show on X:https://x.com/ResedaCCHRTS YouTube Channel:  (Check out the concerts in the Playlists)https://www.youtube.com/@hardrockingtriviashow667

As miners approach historical stress zones, Bitcoin's correlation with tech stocks is hitting at the worst possible moment. Enter AI. Thank you to our sponsor Crypto Tax Girl! Public mining companies are once again approaching breakeven territory, a zone that in prior cycles preceded forced selling and capitulation. But unlike past downturns, balance sheets today are cleaner, leverage is lower, and many operators are pivoting toward AI data center hosting as a structural offramp. At the same time, Bitcoin has been trading alongside frontier technology stocks. That correlation is resurfacing at precisely the wrong moment, as growth equities face renewed pressure. If growth portfolios were the marginal buyers during the rally, they may now be the marginal sellers. In this episode, Steven Ehrlich speaks first with John Todaro about miner economics, hash rate dynamics, and whether another round of selling could emerge if Bitcoin remains near breakeven levels. Then Zach Pandl joins to examine Bitcoin's correlation with tech stocks, the mechanics behind recent gold volatility, and why the next phase for crypto may be driven by differentiation rather than broad beta. Hosts: Steven Ehrlich, Host of Bits + Bips: The Interview Guests: Zach Pandl, Head of Research at Grayscale John Todaro, Managing Director, Crypto & HPC/AI Equity Research at Needham & Company Links: Bitcoin Miner Danger Zone Major Bitcoin Miners Face Shutdown Risk If BTC Falls Below $70,000 Miner Pivot to AI America's Biggest Bitcoin Miners Are Pivoting to AI The Tech Selloff Wall Street's Anything-But-Tech Trade Shakes Up US Stock Market Learn more about your ad choices. Visit megaphone.fm/adchoices

Siri Delayed / AI-Superbowl / OpenClaw / Codex-5.3 / Ferrari Luce / Vision YouTube / Telekom Peering / Olympia Milano Cortina / Moshi / PolyCapture / Ivory Mastodon-App / Material Capsule / Calonic / NordVPN

CES 2026: Vaonis App-Controlled Smart Telescopes AI is Changing My Health Security Bits - 15 February 2026 Transcript of NC_2026_02_15 Join the Conversation: allison@podfeet.com podfeet.com/slack Support the Show: Patreon Donation Apple Pay or Credit Card one-time donation PayPal one-time donation Podfeet Podcasts Mugs at Zazzle NosillaCast 20th Anniversary Shirts Referral Links: Setapp - 1 month free for you and me PETLIBRO - 30% off for you and me Parallels Toolbox - 3 months free for you and me Learn through MacSparky Field Guides - 15% off for you and me Backblaze - One free month for me and you Eufy - $40 for me if you spend $200. Sadly nothing in it for you. PIA VPN - One month added to Paid Accounts for both of us CleanShot X - Earns me $25%, sorry nothing in it for you but my gratitude

Sauce shares his rankings for potential Vikings quarterbacks, the guys talk about a cheating Olympian

Sauce shares his rankings for potential Vikings quarterbacks, the guys talk about a cheating OlympianSee omnystudio.com/listener for privacy information.

Listen to the episode on Apple Podcasts, Spotify, Fountain, Podcast Addict, Pocket Casts, Amazon Music, or on your favorite podcast platform. Figure is giving away $25,000 in USDC. Deposit into Democratized Prime, earn ~9% APY hourly—and every $1 you keep in for 25 days is 1 entry. Enter here --- Bitcoin slid toward $60,000 on Feb. 5 in a brutal, cross-asset selloff that hit gold, equities, and crypto alike. With leverage unwinding and basis trades breaking, long-time bitcoin holders are distributing to institutional buyers who, by 13F data, are mostly underwater. The mood across digital assets is bleak. Against that backdrop, Nic Carter of Castle Island Ventures argues that key Bitcoin narratives have quietly failed—and warns that developers' inaction on quantum risk could open the door to institutional control. If devs don't act, Carter says ETF giants like BlackRock will. The panel then widens the lens: declaring the token-centric VC model dead, debating whether AI now rivals the industrial revolution, and stress-testing it all across topics ranging from Solana vs. Hyperliquid to Japan's political shift and MrBeast's fintech play. --- If you want your crypto taxes done carefully — not guessed — Crypto Tax Girl is offering $100 off one-on-one crypto tax services. Their team focuses solely on crypto and has been helping investors navigate tax season since 2017. Save $100 here Hosts: Ram Ahluwalia, CFA, CEO and Founder of Lumida Austin Campbell, NYU Stern professor and founder and managing partner of Zero Knowledge Consulting Christopher Perkins, Managing Partner and President of CoinFund Guest: Nic Carter, Founding Partner at Castle Island Ventures Learn more about your ad choices. Visit megaphone.fm/adchoices

The Theo Philes returns, and just in time for Freemium Freebruary. Theo and Ben bring you: The thrilling geographical world of enclaves and exclaves, and what happens when a perfectly healthy brain is cut in half. *** Outro: Out of Mind - DIIV *** Support our show and get exclusive bonus episodes by subscribing on Patreon: www.patreon.com/BoontaVista *** Email the show at mailbag@boontavista.com! Call in and leave us a question or a message on 1800-317-515 to be answered on the show! *** Website: boontavista.com Twitch: twitch.tv/boontavista

Hey! Haven't heard from you guys, so I'm gonna submit our group project 2 days early without any of your stuff. Okay great thanks bye!Petty Crimes is hosted by Ceara Jane O'Sullivan and Griff Stark-EnnisHave a crime that should be heard in the Petty Crimes Court? Submit it to pettycrimespodcast@gmail.comJoin our Patreon for exclusive bonus eps, ad-free episodes, and more!Keep up with us on Instagram and TikTok for crime evidence, events, BTS and other general petty bullsh*t …This episode was produced and edited by Riley Madincea. Additional production support from Meghan Hinna.[CHAPTERS]00:00 - Teaser? I hardly know her!00:22 - Chats. Bits. Gossip.04:08 - The Crime Begins ...19:48 - Qs before Vs22:06 - Verdicts27:24 - Petty Sentencing29:07 - Criminal or Minimal[SPONSORS]Ready to quit for good? Go to quitwithjones.com/PETTYCRIMES to start your personalized quitting journey and get 15% off with code PETTYCRIMESShop SKIMS Fits Everybody collection at http://www.skims.com #skimspartnerSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

This week go deep with Alex Komoroske, CEO and co-founder of Common Tools, about his vision for a more saner, more intentional tech paradigm in which the historical contingencies that gave us the digital world we have today have been fundamentally reworked.The version of AI most of us have come to accept or reject looks like corporate-owned super-assistants with all your data. Instead, we could have a decentralized ecosystem where software self-assembles around you—private, personal, and prosocial. Alex speaks on this possible world with authority: he spent 13 years at Google as PM Director on Chrome's web platform, Search, and AR, and later led corporate strategy at Stripe before co-founding Common Tools with Bernhard Seefeld.Some of the waypoints in our conversation include: confidential compute, emergent ontologies, where we want friction, the tyranny of the marginal users, the rise of the generalist, the importance of context ownership, and software ephemerality.We can't take a reasonable principled stance on the promises and perils of AI without considering the vast unexplored possibility space that Alex opens in this conversation. I'm grateful that I get to share it with you and help light the way for promising alternatives to what many of us have come to accept as “the way things are.”Links to extensive additional reading and listening below!✨ If you enjoy this podcast, please consider liking, subscribing, and commenting wherever you listen: YouTube • Spotify • Apple Podcasts • Etc.✨ Become a member to support the show and score myriad perks, like our book club: our next call is on Wendell Berry's Standing by Words this Sunday, Feb 15th!✨ Become a founding member for access to my five-week science and philosophy course at Weirdosphere and the raw recordings of every unreleased episode! (Anyone can chat with my course transcripts in a dedicated Google Notebook here.)✨ Browse and buy all of the books we discuss on the show at Bookshop.org✨ Contact me with inquiries or hire me as a consultantReferenced & Related• The FLUX Collective (team project w/ several people mentioned in this episode)• Bits and Bobs (Alex's long-running archive of weekly notes)• Common Ground (Alex's dialogues w/ Aishwarya Khanduja of The Analogue Group)• The Iterative Adjacent Possible (Alex on Medium)• The Runaway Engine of Society (Alex on Medium)• Thinking like a gardener not a builder, organizing teams like slime mold, the adjacent possible, and other unconventional product advice (podcast w/ Lenny Rachitsky)• Media and Machines by Anu Atluru at Working Theorys• Accelerando & Glasshouse & Halting State (three books) by Charles Stross• The Transparent Society by David Brin• The evolution of Covert Signaling by Paul Smaldino• Landscape rules predict optimal superhighways for the first peopling of Sahul by Stefani Crabtree et al.• The Tyranny of the Marginal User by Ivan Vendrov• 1,000 True Fans by Kevin Kelly• Blindsight & Echopraxia (two books) by Peter Watts• The Computer as a Communication Device by J.C.R. Licklider & Bob Taylor• Silicon Valley's quest to remove friction from our lives by Rohit Krishnan• The Most Valuable Commodity in the World is Friction by Kyla Scanlon• Bernhard Seefeld• Situated Software by Clay Shirky• Das Rad (animated short)• Geoffrey West• Mark Pesce• Fred Turner• Robert David SteeleExplore hundreds of related podcast episodes in the archives! This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit michaelgarfield.substack.com/subscribe

Crypto markets are under severe pressure, with Bitcoin sliding into one of the most oversold conditions in its history and Ethereum following closely behind. In this episode of Bits + Bips, Steve Ehrlich sits down with Fairlead Strategies founder Katie Stockton to walk through what the charts are actually signaling amid the selloff. They discuss why oversold does not automatically mean a bottom, how technicians look for downside exhaustion, and what needs to change before confidence returns for Bitcoin and ETH. Hosts: Steven Ehrlich, Host, Bits + Bips Guests: Katie Stockton, Founder and Managing Partner, Fairlead Strategies Learn more about your ad choices. Visit megaphone.fm/adchoices