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I heard people do that, but how do they insert a contract address that ends with pump? Any good resources online to do that? Or does anyone have a solscan of a coin they created for [pump.fun](http://pump.fun) that used a different app to do the creation?
r/solana
post
r/solana
2025-04-21
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People often include comparisons to different models, but why not include humans too?
r/artificial
post
r/artificial
2025-04-21
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Good stuff. I do feel something of a buzz 'bubbling' at the moment ...
r/polkadot
comment
r/Polkadot
2025-04-21
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Haha, that’s great 😃 Thanks for checking it out! Feel free to shoot any questions my way, so I can guide through the integration process 😊 My goal is to make it as easy as possible to integrate and use, but of course it can be improved in several areas. ContextGem can also be used in parallel with your existing pipelines, for certain specific tasks.
r/legaltech
comment
r/legaltech
2025-04-21
Z0FBQUFBQm9DbVhRV0NoenpURERYZ1dhbFpSd1FGemk3RlhtbzZTbWFia3hvVm9Sbm8xMUg2YjFZS1k5N0o5NF9PMGVoc0doeVVacU9uMUhwUU1lM1ItY1JxSTN0T1N1d3c9PQ==
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Well, you have several options: \- [https://github.com/leejet/stable-diffusion.cpp](https://github.com/leejet/stable-diffusion.cpp) \- [https://github.com/rupeshs/fastsdcpu](https://github.com/rupeshs/fastsdcpu) Download the weights (stable diffusion models) and give it a go!
r/deeplearning
comment
r/deeplearning
2025-04-21
Z0FBQUFBQm9DbVhRRXMxb2NXSGFybTl3cXdIRUplZmdsZGFoWUtNVlVubFpQdlpCSFFiTkR2RzN4VEhtVFdCdm9Fci1SVzBCVHdBWUtfWExCc0tUeERXQXJENW0tZzh4TlBGVVF4QmRvUWxBckhfcTY0ckk3S0k9
Z0FBQUFBQm9DbVhRMjlYZlNPV3Z6UU5Vd2djZmJUOGFPZVR5UF9CQWxMdE04MnVyZUVSR25KN25jVkx5VXE5dnhySGVkLTI0bkowU0JuY1Q1Ti1lc3llY0pjbl8yTDBkNUs5ZzN3YTFFYmxJTERra3FoeF9PQm50NUtUeEMxMkFDLWRjWEI2SWN5b0U1eXdhVUh6X1I2SW5WRDFMbmUtVGlmR1o3NzNyaDdLR2ZzbnlyY1ZKMWZWNTh1Zi01Uk5xXzI4UnpfMF82b3RNeTZoZUJQdVd5WXhPVTUycVc2N2M1dz09
I’ve been wondering lately. I don’t hate this but I hate sitting at a desk. I’ve actually begun to start romanticizing the McDonald’s job I had in college. Did the work suck? Sure, but it’s so stupidly easy it’s insane. Also, the coworkers are real, not fake relationships. No hard deadlines except for frying the chicken nuggets on time. You can get 10,000 steps easy on your shift which seriously saves so much time for staying in shape. Walking that much and you only have to workout 2-3 times a week and you’re hella in shape. Would you take it? I honestly might.
r/cscareerquestions
post
r/cscareerquestions
2025-04-21
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I've recently started working in a DevOps role at my organization and my first task is to implement DAST (Dynamic Application Security Testing) in the existing CI/CD pipeline. I've mostly covered the SAST part by integrating tools like Semgrep, Snyk, Gitleaks, and DefectDojo/Dependency-Track. However, I'm a bit unsure about how to move forward with implementing DAST, especially since our environment only involves APIs and no web applications. For now, I've chosen Nuclei and written a script to perform DAST using the default Nuclei templates.. There's also a requirement to create custom Nuclei templates for various API related attacks. This part is a bit overwhelming for me tbh, given the vast number of potential attack vectors for APIs. I suggested an alternative approach like cloning GitHub repositories that contain community contributed Nuclei templates and then categorising them based on the OWASP API Top 10 but again this segregation process is time consuming. I came across a blog where Burp Suite was recommended for API DAST. Since most of our infrastructure is cloud-based, so I was wondering if it is possible to run Burp Suite in the cloud for automated DAST on APIs? It might sound like a noob question but I'm genuinely unsure about how to set that up. Does anyone have suggestions on how to implement DAST either as part of the CI/CD pipeline or as a standalone workflow?
r/devops
post
r/devops
2025-04-21
Z0FBQUFBQm9DbVhRZUtNSjFHaGQ0dUlkQ1lkaGxTSkViN05tV2x2eHpRMUxlOEpJMW90X3ZSSzBVemR1V3hzQnByTTJsb2M3TWVGMm9fcFZ5X1ZCbnBjNTZEX2tfdC1OVFE9PQ==
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Hey everyone. I created a rap song on Dino coins making a comeback this cycle. Tell me what you think: [https://www.youtube.com/watch?v=r53RUlaQBWM](https://www.youtube.com/watch?v=r53RUlaQBWM)
r/btc
post
r/btc
2025-04-21
Z0FBQUFBQm9DbVhRaGFLREJvRUtONkxScWpzbzRPbUxkWThuWG4wOHNvUW5BdGxIc0I1WE1USzFSSzgyTzJaQnpIbk9kMDJrd1JCZ3dCQXI4SE1LUzJ0OXFPX2s3eS1ucy1aak82aEkxOWU2Ul9PVW1oQ0E0bDQ9
Z0FBQUFBQm9DbVhRYmpRMDNVTTZXWnpaUjQ3UTM5VzdvOUh2Q3hjZkZ6MjB3RE9hZjNBM0x6cXlONDlkd1hnekVzb2hCdkZlUHA3OENNY19qSy1oa0lkWTZLOER5UzRmcTdkWW5uOXdST2Iyd2pOaXlxV0hHVlMtV1RuTDhoLVZFVkVPWDlBei1MUTBtbWp4M1lNZlNRa29OOVRGQm9JWUFRVXZ6em1IbW1XTHRDbVo0bmhOVm1Qa2E3M1J3Ym5BNUNpXy1nZFFXRDhV
Idk but the altcoins trends has been loosing its potential and just forget about memcoins after the trump launched its own memecoin, the whole market relays on bitcoin but trumps tariffs has pushed the recession chance to 40%, the odds of recession are quite high right now which could affect the global market and world economy and hence leading to bitcoin again at 25,000$ and solona to 10$?
r/cryptomarkets
post
r/CryptoMarkets
2025-04-21
Z0FBQUFBQm9DbVhRVjU5ckZNdWYyaG9valduaVlNd2pUeVZYaEhWQ2FVMHNyMU4yQ2ZLbldkYlhhRWpvMC1tdGlhQko5dG56RnFuREN5T3RZaUs5aXlET19NbDhUUlZjaFE9PQ==
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I've worked at my company long enough to see 2 different reorganizations, both of which, many people got laid off but mostly it's execs and some random upper management that got removed. Crazy thing? Nothing changed. Everything was fine. Work was still being done, pacing was good, and if anything, things were more relaxed. Profits in company meetings seem to be going well too. Then for some reason, we had layoffs and removed a solid portion of our engineering team. Massive hit. Applications breaking due to lack manpower. People being overworked/fear of more layoffs so they quit. Profits drop in company meetings. What's the solution to my company? Well hiring more execs was apparently the plan. Like am I crazy or is this just insane. For a company whose sole product is based on the work of engineers, in what way is removing the engineers and hiring upper management going to help?
r/cscareerquestions
post
r/cscareerquestions
2025-04-21
Z0FBQUFBQm9DbVhRdVhSZjlDcFZuSlN4VFAzSGN3ZUtQYWRxT3hlZ01mRms5OXQwR25aOUY2SWdMMW5YSmJwOTBTdHNKekVLYmRoOTlpR29qd3RHakhybVR3X3pDVDk4OWl0QnBHYlV1NDF4TlFETWJYWDNCN1k9
Z0FBQUFBQm9DbVhRR3RXUlZveHBEdHFXekhaanlZNDhFaS11OFN2TU1iVXp3eC13d0ZDMGZqMU5JeV91bnhnWjZlRG1iTGdXWm1HNG9TUVJaZUdEakptR1BGZDhfTGwyUnhDZ2k3X3p3a2UtWXFnZnk5clJWR2s4Z01HdU1XTzFRNEltbWY2WUhYMlZTQVZrdU9scjBuQTVZSWY1TU1fU0gyWGxiYi1rU0ZYQVhhX01VOXRDR1NScy1DWlVEQThXeFdHZzN6UUwwSENLa1BYWEU1NW42ek9ZZEY0amZvbVNNZz09
Hello all. In my homelab I have a Cisco Nexus N3K-C3064PQ-10GX. This is acting as my core switch doing all my inter-vlan routing. I have a Cisco Catalyst 3850 trunked to this switch via a port channel using two 10GB DAC connections. The 3850 is my access switch which has clients and servers connecting to it.  I have a TrueNAS server serving up SMB shares to my network and a Synology NAS acting as my backup server. I bought a couple Dual 10GB SFP+ cards for these servers and would like to connect them to my Nexus over 10gb instead of my catalyst. This is where I have some questions. Once I connect these via the 10gb interfaces I want them to be using Jumbo frames. From the research, I have done it looks like you can only turn Jumbo Frames on globally or on the specific L3 SVI’s. Would the right way to approach this be to create a vlan(s) for the TrueNAS/Synology storage interfaces and turn mtu 9216 on for the SVI?  I am just a little confused as to how to set this up without causing disruption for the other clients in my network. I am more familiar with Catalyst than I am with Nexus although I have gained a good amount of working knowledge on NX-OS using it here in my homelab. I appreciate your help and time. Thank you.
r/networking
post
r/networking
2025-04-21
Z0FBQUFBQm9DbVhReUp0UjI5cjh3bEItcVVhaHI4ZC1VTTRFRXRfMXJTc29XMEZIVmplelJ2VTBMUVQxdDZxWVJFNzJLYkF4MHBGRU1PNEFsb2tZRzFPQ2FON2dLVTUwX3c9PQ==
Z0FBQUFBQm9DbVhRRE1fcy1hRzhCR195UHNaWmxtY1hBSlg2ZUNpWmhiY1g5QWFrdDRqeExWVTJUREZkU1NoTnlfTTJ2X2NnVFI5WVY2SjZXWDBUUjZUUl9lc0JFM3RuRnVnNlhuNUJZVGd4Q2JBNFRpOEFsRWtYRlRKWl9fWnA5QUN4QjFOS040ZGdsR1RHNUtEYzZ5NWFyZW15N2dzZnJ2UnJMbFhRVFdZUXJPT29ES004SC1VeFJYaXNETTlBLTZSUEJlTnR5WnJP
So, Bitcoin’s been kinda holding its ground—or creeping up, depending how you squint at the charts—for the last couple weeks while the stock market’s been, you know, not doing great (read: bleeding like a stuck pig). Then outta nowhere this morning, CNBC just ghosted crypto entirely—no BTC ticker on the bottom scroll, no mentions on *Squawk on the Street*, nada. It's like they rage quit crypto. Sour grapes? Or maybe they just don’t wanna give people ideas, like “hey, maybe ditch this sinking fiat-based legacy ship?” Edit: Television
r/cryptocurrency
post
r/CryptoCurrency
2025-04-21
Z0FBQUFBQm9DbVhRek56WVk1UDRDR3VrSFJhOTZ1LWZhNDZsUVg2WTR1eF85WGdJMDZ0MldBcHcxYlhFQXQzeXJibnpiaC1JbVJ0ZjM0eElVdEpQRXVvdnA2V0M0MWlPeWc9PQ==
Z0FBQUFBQm9DbVhRRjlBN0N6UzUtU21fdGJRWUdyd21IaXl4N0tXa2hEM0FtWkU5YkluWlJTMndGWWJOOVhJbDNwTzRGeC05bXh4Z1pmR2daZnRQUnI5Q3Fhei04LUJ1ZVVBWnZxRWNSUFE3Q1ZqemZEN04zdVdFQnozTVUyUzNBTDVIbWw1eG1nVGZ1Vm53R0VJLVZBd3ROQzkzb0hLQWZFZmdUM1pnV0Nablk1dGhxRXdodnNFVGRqU1hueXpSSmhQWElTUkZVTkl3NmxRS1FpRHg4OUlJazZXZFljRlhSQT09
Looking for ideas here 🤗🤗
r/devops
post
r/devops
2025-04-21
Z0FBQUFBQm9DbVhRN05IMnhRV1M5aENLVjZETC15MmFfV0RycmlvMFMyOVN4UzdnYjl4RWlPNmNCNFNEM0djcUVuck9LSFJ6NEsydlBOalozRmFQWlJrLWFreXVVRm9HcHc9PQ==
Z0FBQUFBQm9DbVhRampXWThaV1VoQ0VFMXczcXVxS3hrZGxSd0dRQzZaSC0ya1dpRkRvTHptVWp0eUNmdnhtODV5OU5fNGI2T1RMNHpPSzRiWGhYb2Rvc1JlUWpMdHdHaHl6Q1pLRWVvNlFYcUx1Um1yd3JKQ3FjM3F3Y0t6a3hEUGM2ZkhzOWVFLXo1SUlveHJSRC1URGNEdXMyUXpEUkVqQ2h0bm9Wa2tPdV9kY1VWUTJFSzFlU0dCR1FvQUxXR1VpY2JHLVY5d1NP
Hi everyone, I’ve recently been dipping my toes into the world of UX/UI (Product Design) and Front-End Development. I’m familiar with HTML, CSS, and JavaScript, and currently learning React, Node.js, and Angular. Out of curiosity and initiative, I reached out to a local healthcare facility and my therapist to see if I could redesign their websites, as both are severely outdated and lack basic UX design principles. Surprisingly, both of them gave me their blessing to take on the full redesign. I have more course experience in front-end development, but only a beginner’s grasp of UX design. (I’m currently enrolled in a UX course and expect to finish it by next month.) The deadline to complete both projects — UX redesign + front-end development — is the end of July. I’ll be doing everything solo. I’ve already begun the research phase and will move forward from there. However, with all the instability in the tech industry lately — especially the massive layoffs in UX — I’ve started to feel pretty discouraged. I don’t have any formal work experience in UX and front-end, and although I attended a well-known four-year university, I never finished my degree. This opportunity feels like a chance to build something valuable and gain real experience, but I’m struggling with imposter syndrome and a lack of confidence in my skills. I’d love to hear advice from anyone currently working in the field. What would you recommend someone in my position focus on? How can I best use these projects to help open doors in the future? Thanks in advance.
r/webdev
post
r/webdev
2025-04-21
Z0FBQUFBQm9DbVhRNm1hbXBNU0JsYW9KY1cxeV9GcThhN1R3TjZ4SWZobmxwWFIyUWItbDhhS21hUGtDdXRucmxHd2M4TkRaSlhnQ1hsbFVnXzhvVUMyb0FrX0NRMzUxZGc9PQ==
Z0FBQUFBQm9DbVhRS1kwT2JvVG1tWnFOa0RPcUY0ZWdGUldBYVBPa0lhdmo3eTJzWk5ELVdSQjk2Rm80eUJLYmtYdmRoZnFHcG8xbjR1TlExOE54WFgwUWtDa3NoQ3Qya2d4SlJyNHloMkhsbHdQN2JXQUJvbE9iWFZhY0E5Um9VT1hST0MzempyVVl5eGM3T2V4Ykg2UldIdXhqcy1PbHRhQUdHYUdIQWhBanloVmNjQVZsVkNsaVIyb0M3dTB0SjVwRmRpSGlWOHJL
Defense Secretary Pete Hegseth has had a rocky last few months. Prior to his nomination for his current post, he was most well known for being a major in the U.S. Army Reserves and a frequent contributor on Fox News. After Trump nominated him, his candidacy received intense controversy and pushback from both Democrats and Republicans. He was revealed to have made past inflammatory comments regarding Muslims, homosexuals and women. He had a history of reported spousal abuse of his ex-wives. Finally, there were several allegations that he was an uncontrolled alcoholic, leading some observers to question if he could effectively lead the department. Regardless, he was ultimately confirmed by an extremely narrow 50-50 (with VP tiebreaker) vote in the Senate, with 3 Republicans voting against him and a fourth Republican - Sen. Thom Tillis - only supporting his nomination at the last minute after being threatened with a primary challenge by Trump. Hegseth continued to amass controversy in his role as SecDef. Most recently, he shared sensitive details of a military ops plan on an unsecured Signal chat, during which an Atlantic reporter was mistakenly invited to listen in on the discussion. This week, a further bombshell broke as it was revealed that he also shared details with his wife and his brother, neither of whom has necessary clearance. Several senior advisors at the Pentagon were just removed from their positions for unclear reasons, and some have come out publicly to say that the department is in total chaos under Hegseth's leadership. Now, NPR has reported that the White House is looking for a replacement: >[The White House has begun the process of looking for a new secretary of defense, according to a U.S. official who was not authorized to speak publicly. ](https://www.npr.org/2025/04/21/nx-s1-5371312/trump-white-house-pete-hegseth-defense-department) The Press Secretary has strongly denied this article, saying that Trump still has utmost confidence in Hegseth. Is she correct and these are just unsubstantiated rumors, or is Hegseth on his way out? Who is likely on the short list to replace him?
r/politicaldiscussion
post
r/PoliticalDiscussion
2025-04-21
Z0FBQUFBQm9DbVhRUVkxTmZTNnpBdWh1cWxUUl9RRk5rVzh1dTN1TDJpc21yQjkwZFZfOUJ2dWV0NEs4NXM2bll2QUkwWjdiR2ZJRVF1LUstMmdwYVRRNGNnYjhwYV9mRVE9PQ==
Z0FBQUFBQm9DbVhRNVB3T3RuU2JUTFNlc2dJYU84R0lXN0M3YnBScHUtQ0dURlRtNUFjR0ZiSkxhSVFXN0V3Z0dfSkFHOEpzTHM3Wkpwbk11eHA2czlRRnRfSU15NXllMG52MHVoYUlub0YxSzJGOXZ4NTZmbk1rdlFuY0dxRFg0WGVqcEpxNzlrTU5CY3U4M3J3MVVFeU41Q3U4dXFVOG1OdVJxYndtcWdYc21CY3RSUVBfbFZmY0U3T0picVNOWVFvelA5eHd0V0w5bzFlNmM4bDY4YmV4d2JIcTdFQnlZZz09
Im looking for suggestions of what I should use to host my website I coded. I’m not looking for a temporary host to develop on for free. I’m looking for a permanent web host. I do not have the highest budget in the world so preferably something not terribly expensive. The site is for my art and design portfolio so def needs a good place to store images and what not and will be relatively low traffic. * I’ve never moved a full site (javascript, html, css) off of vscode to a live website before so any advice on that would be appreciated. I feel like such a noob right now because I’m finding all these server and hosting options and how they work very confusing 😅. Def still learning on the backend as I worked as a UX/UI developer and graphic designer the past couple years.
r/webdev
post
r/webdev
2025-04-21
Z0FBQUFBQm9DbVhRempscDJ1NTRnZjBkNlhaQ2FCQzFoaU92Y3NCRFBRRlQ3VFZqUkctUXFXendGcnJrb0MyWmh1cF9zUlBWNFA1VjZ4Z29TVW56LXFvdVpRWS12aEp4SGc9PQ==
Z0FBQUFBQm9DbVhRajBNNFFBakctc3B5WWpoWlJVQTdoQV91VENublhkQk5aaGxwenFEQkl2RnNSNDFYb1BpRjZZOWFxcDVtakdyb0cyUGZhVkMzcEpGWHg5MUladkR0TnZNakNOak1MbEFmSkZqSms0RU1fVXJXVUQ2RGxmUlh0bjhkaDY4RVNLQlZwOFZUMThyeGdRYXpleU5nRm9zY1BuN3pSZ1NsOENwc3phdW02V1IzaW9nUzljcVhFWXJJUzk1RGJZTDFtUU5u
We made a VS Code extension \[1\] to make it easier for you to navigate source code using logs. We got this idea from endlessly browsing logs via data stores (think Grafana, Google Cloud Logging, AWS CloudWatch, etc) or directly via `stdout` (think Kubernetes/Docker logs). We thought: "What if we could recreate a debugger-like experience from logs?". That would save us from browsing logs and trying to make sense of them outside the context of our code. We looked into it and made a VS code extension that lets you: 1. import logs (copy/paste, import from file, etc) 2. go to the line of code associated with a log, and 3. navigate up/down the probable call stack associated with a log. It's an early prototype \[2\], but if you're interested in trying it out, we'd love some feedback! \--- Sources: \[1\]: [marketplace.visualstudio.com/items?itemName=hyperdrive-eng.traceback](http://marketplace.visualstudio.com/items?itemName=hyperdrive-eng.traceback) \[2\]: [github.com/hyperdrive-eng/traceback](http://github.com/hyperdrive-eng/traceback)
r/devops
post
r/devops
2025-04-21
Z0FBQUFBQm9DbVhRckRqZDlFZWNGMnkwX1NrU19MUDNPajlOSmtyUlY0c1VkS1RYcG5GQ1p5QW96TmVPVF9kcGpqYTVTdFA1S0k3Nzg4MlVUY0tab3lQV1RrUnVnT0t0SkE9PQ==
Z0FBQUFBQm9DbVhRUDZtNTg3NWZYM0ozRUZ1dG5vcWVFLUdnMURVN1dQVzRNeXVoRGE4bzlsUFdCWGxPYWNMVlRQdVBrU0JZV2VLTVZTaGhZWUc5U0xrR0dBWFlpbXltNmhPVHR4RzFCc1ZLZTRGRERmMDNRY1lXWkM1OVVNQlpFZGJIYjZIdHNWbG9GTFJMSTVTNWxwcnh6bmlVX1FQN29LUzhtbHNEYVAtRGVILTVpWXYwTnJTa2xGbFlIdldYek5tSkhQVGk2S2dWRXROX2ZlQTM2Rjhtd0V1cjg1SXoxUT09
I would like to offer a robust API solution for clients. I'm not a fan of GrapQL, but maybe I'm missing something? The platform is Laravel and I'm starting from zero. It uses JSON by default. I was looking up API schemes, and I don't fully understand if they are a thing or what you should include. If you have a TV API for example, do you include the scheme as a key in the response? I would rather link (includes version) to a scheme instead (which describes title, genre, tags, description, etc. fields). What's the standard nowadays? I know you can be flexible and basically do whatever you want, but I would like to have some sort of standard. Thanks!
r/webdev
post
r/webdev
2025-04-21
Z0FBQUFBQm9DbVhRUW5IMjltSjVQYWpVNnZzN0N1V0JRVkx5MXBlWGgwczdRMjVfMEd2WnJLcGZBUkZZRWpQRVI1cG50aUJCYkJZV2hfd09tRDF4bG5HTmczQlRFWGdMYUE9PQ==
Z0FBQUFBQm9DbVhRZV9CRDdkYnlsYWZwUmxoQVJ0empaTEQ5aXlvdkthYnJqRjZkNlRvVnNNazg0MGtXRURldlZfaDMxOWZtUzRKX1QwOEwyVGhHMDRNcGQzN0pkTmdUblRiYTlDeFZaZ3VvM0NOVXlKRHZyMTQyYVphUl9Hc3BsNS1TZk0yUGRMdGV4Rnh1b3o3TTNTSjBibUFaWW14TFUxWlRxaDhoems3U3FZZlVOWFk4ZTltYVFUMlJCdDVIdEdjaGZYNERUWEZC
Hey folks, My company is in the process of implementing ThousandEyes, and I’m new to the tool. I’ve gone through the documentation and understand there are different types of tests (like HTTP Server, Page Load, Network, DNS, etc.), but I’m trying to get a clearer picture for a real-world use case. My manager has asked me to explain how we can effectively utilize ThousandEyes in our environment (Cisco SD-WAN , Webex Contact Center) — beyond just running basic tests. We’re mostly interested in improving visibility and troubleshooting for network and application performance, but I’m not sure what the best practices are, or how others are leveraging it day-to-day. Would appreciate if anyone can share: • Common use cases in your organization • What tests you rely on the most • Any tips or gotchas for managing/automating alerts or dashboards • Things you wish you’d known when getting started
r/networking
post
r/networking
2025-04-21
Z0FBQUFBQm9DbVhRLUVPVE9ZRTJUMEFTOEt5dzhkWkNkMjNJVnFPZGFNeDRMQUJkMGpvdFp2WVA5ZXBTX1BOdUlwOTdvRDBQeV8zY0IzVk1vQnpiMVE5WjUycEJTeFRPdGc9PQ==
Z0FBQUFBQm9DbVhRcHpCQ2M5VlMwSDY4dFVod1JrYk1ITlZobHVpaHNBOGhESEd3bEJjTmtsZ0lCS25vc2lBVEhZd21KcmZaQ3lKdzVYTXhFV1NSN1BCdGllRXloSTczUzdEb2xkMnprZW1VMVQ2SDZOcnBQVUlDYmIzWkh5TWZqSVdvRGUtdVNFVFByNm9kTFlfSTYtWEhOaFZSOEZ5Rm5ZTlFlSV82TFNramdYdlhfcGRsWS1pYXZpbkJCSmUxMmF5OVZsaDZWaGpjUnVScFB5d0ZpVTAwRmxFa0NqV0ZJZz09
This post contains content not supported on old Reddit. [Click here to view the full post](https://sh.reddit.com/r/wallstreetbets/comments/1k4mz8r)
r/wallstreetbets
post
r/wallstreetbets
2025-04-21
Z0FBQUFBQm9DbVhRS1J0WGFIRkFra0t3V0tGRGlqdTVqN2txOVBSYnM2dnpjY0tWQ0dQQ0VWcE5OZHlVYzN0VWtqVG0xUEstUWM5dlltbXZhd0ZrWUdSMXpDZEdvaU1EQUE9PQ==
Z0FBQUFBQm9DbVhRcWp1aXdINVZCdFBxLTZUQzBGR2ZIQjlOU1Y2TTliMUN6UjlJNm1KcTMyMlJhY2x2OXpwTjNUT1FnbG9iakVvWmdQM0dlNjFEV0lXdkNUOFRqR0JwVEN4cHJkN2tmX2wxN3kyVmx3ZGRDUlZhYU1RT05DZXl3RkxBT0g5OTc0MGVSVHFNdEk2OFpZeWx3OXA5VnlON0ZmMEJiZ3VtUXdOcERCaFlGU1JFYkNGUEdiYTM4X2ZaemNnWGI5dkhaMDZFT2RFdENzS0hZemU4bnhzY2dKeFFUZz09
[https://www.youtube.com/watch?v=NLa0K5mybzo](https://www.youtube.com/watch?v=NLa0K5mybzo)
r/devops
post
r/devops
2025-04-21
Z0FBQUFBQm9DbVhRTExTcldtTTdITzFlU0hhenF4RGthUl9uMU1mSk1yOHlkd0tSZ1VMbDg0V0tzYkE4ZHlvQUs0WUVDcTZvOHNFSXRfMFJ5ZXdWc2M2NFlHZFAwUmxDa2c9PQ==
Z0FBQUFBQm9DbVhRN0Jsc0tva1NMTnlNUm5xME1oZjNlbUJBRl92Y0xCTDlrcEJ6V3MzazZLaEZ5RTlvQkFldk9zenJXdWFvN3J1VXFDYXhocFFialpvaElIR3RycFhBeGlWbEVVT2NvQ2NfVHJjRDRYcU1JTWFwYnRSTUlkOHpRZ2k4N2lfbHNqR3RWRXRKRHpfN1dyNnNPYVNxMXpFOV96YnRLUlQ2cDZQenNIbzVWUC15QWt5SlZsUFBQNkFVdXl1S25vZEs1TWh3
Hello, We are currently using Azure as our cloud provider and New Relic as our APM tool. We've noticed that network costs are relatively high due to the outbound traffic sent to New Relic, and we're looking for ways to reduce this. We have already implemented optimizations such as compression and batching. However, what I'm really curious about is whether there is a way to route this traffic—similar to inter-VNet communication—in a way that incurs zero or minimal cost. Thank you in advance for your support.
r/devops
post
r/devops
2025-04-21
Z0FBQUFBQm9DbVhRa25OWTFLS08xY2VNLXVUSmVXTEFibUU3bXBYVE1FTFRXM043dk1SNkRQUWVOUnpPRThkRTlMRzdmbkhQZjVLVjFUSi1oSXhuUTN0MHR6RDVDMngtcFE9PQ==
Z0FBQUFBQm9DbVhRWFhCdUFRMy1lSjBISFpDRU04SkJkTmpOU3h1RnNqTG5UTTRCZEJGMlFYWGJuYXVPT2V2YlRJZmFQVExkWXgwTzc3R2tmazNkT254VFFaenlLOUttRW1JU3o3amVid0xjOVJjSWlVYkFDUmJZb1I4OTRTQWxSaTh0N3dIZ3RrWmRqZGRzdmd6aUdub0JkbHZLR19GWTA0UXhCLXd2V2kwa1g5TFFlQ0ZGVXpfM0NfWkd4aGtFNzZzazFVYjVNc1k3
Firefox used to have 3d view of DOM, and it seems they got rid of it. Is there something that's even remotely similar or helps to solve the same issue?
r/webdev
post
r/webdev
2025-04-21
Z0FBQUFBQm9DbVhReXdWVWI3bkhrT0ZKM0NlTXI0bGhLNXRsN0NGdmNPYUhkcUNGcXpVOC0zMFR0UmZtRnFLRmJXZDFVTDg5RWZsLTVRVUJhMHJOZW9SZE1hN1NFbk1MVFE9PQ==
Z0FBQUFBQm9DbVhRSkFfVmdwNTQ4NlNlVndXZjM3Yzl4cExMaVQ0OVpHR2REb1oteTk4UWVUUGRrTjdTVnhyU1NxQXlkZl9wMXhQVG8yT3IwZ2IyTl92MWFXamRHMnpFVWxVS19aODAzMjZzSk9pMVN5amhfbGdfRVI2Vm9iYl80S2NBV18tYkNzRFpJckJycXNjeXJYRTdHRUx2SXlIR0doUmtWV3dhOWp4NWRlcGFaMWx1dFh6djVnZmdVaElEdUl4Nm9zOTNOR2J5
Where is that mentioned ?
r/deeplearning
comment
r/deeplearning
2025-04-21
Z0FBQUFBQm9DbVhRNWNveWhlNnlaWmNUUmVWaXRUZU5Iek9SQ0lfMWpCaTlsYTgwRjItb1p3MDBseDhGemZ0VWlXSk92ZDNseG9iVXJEWkh5ZEE2a0MyWllDRUViUElreUE9PQ==
Z0FBQUFBQm9DbVhRZHg3dHd4V0NaUF94RFEzd01QWWhqSW5zMUpIQkpSVXZENDBHVTdkM01YRXpvNWJTakZuc3Z0U2FxeTU2dXdxejJWR2JaQU1CcTY5bGxOdy1XanllYUNURC1WbzV5ZGNzNVZDYWdEbkpiaFlPdWxNdkZoUGtNOVEwQUVTSjRXVEdycEFidnJsejVSbWg5TU83UEljY1RJaFBpTmh2TmV6TDByRDhHZVpfc1NpRnB0aThpWERZeTctUDVfRzI3RGY0Ty1JRTloUTBmYnJCekJTMzEyaERqWTZzX0hDZVNqeklyREtyQjZHNnNBRT0=
I've been wanting to make a coin for a while after seeing so many meme coins flood in, I figured it's better to be a creator than a buyer. Just have some questions since it's so hard to trust anything. Some of these sites that let you make coins require you to fully give it access to your wallet.. which feels scammy. Then I also heard there's mysterious fees and things. I guess if these coin creators and paying a decent amount to just take a *chance* at going viral? I expect small free to create. But I've seen comments of people saying it costs 0.5 sol to launch one and others say 0.1. just kinda lost. Maybe I'll stick to just beinga gambler
r/solana
post
r/solana
2025-04-21
Z0FBQUFBQm9DbVhRVG1Icm1HMVFGWW44bFpxV3pnc1RvN1YwWkp6dDhmenVnNlhjUndLa1JPVmIza2l3SE9vNGNiUzNvR0hpZDBVS1cwaFVwSF8tbVduRVNuWGJMbGp6Y3c9PQ==
Z0FBQUFBQm9DbVhRRUNERnlva0UwSVh2bExMMV95SDh1VnhYTk1xOWhNU0xSdmJFLTl3Q3dCeUR0cERFNkFMay1aRFdGclJmdlBkR0c4eEMyNTF3ZmEyRzVWNFVTOGF1LTlIZllJV19tM1NhYnBjRmotbWtMYnRpX01aZmh4UGR4YTVuWFZyRW1sVU5WSWZ5NW9rcXlIQUVqMEFFUEk0RFplUHhHT0Q2ampxR1dIOWJGeGRRdGZocmFtd3RtZXR3SW1ZVHZLOWtyeGt2
Hey folks, I’m looking at the new **MacBook Air M4 (base model)** and wondering how well it holds up for DevOps and development work especially considering its **passive cooling** and potential for **thermal throttling** under load. I mainly code in **C# (using Visual Studio 2022)** and **C++ (in CLion)**. I also do typical DevOps tasks like scripting, Docker, CI/CD pipelines, local testing, and multitasking across IDEs, terminals, and browsers. A few questions: * Has anyone pushed the M4 Air hard enough to notice **thermal throttling**? * How well does it handle **containerized workflows** and sustained compilation tasks? * Is it still smooth with Parallels or remote Windows environments for Visual Studio? * Would it make more sense to go with the **MacBook Pro** instead, for active cooling and better thermal performance? If anyone’s using this kind of setup already, I’d love to hear how it's been in real-world use. Thanks in advance!
r/devops
post
r/devops
2025-04-21
Z0FBQUFBQm9DbVhRWlRyVXpJcWJGcXVkM0hPdmtxSjRSZnRob0RzTnczR21UTG9xOVNfTlBPZE1SUDJsOHRpeGpNWW5yTTFDR3F1dVh6MnotZGwzY0p4SkFZaGlDZHNfa2c9PQ==
Z0FBQUFBQm9DbVhRZm5pNW1Va0ptdXA5NFdlaWpCME1lWjB1Ti1BV0lHZ21PS0tTbjZSWHFmd0hvS0NRX2lZbzQ0STRJdzh3dFByUnFRcVdkdnBRMkdIeDVhTTZHejRMcEpRckxoU0tWNnNLaWxOUHFzWlJkdk9MSGVObkNpVXl3eUhEakhSNl9henNCc2g1Wlh1Vk12NG5FTmp5MHoxRU9EMzJrZ2NURklJdGpFaW9nRThnWDZYLTV3SW10NTJXUFBQUlhMdlhUXzRU
They both do the same thing their main goal is just connecting blockchains. DOTs only advantage is their web3 developments
r/polkadot
comment
r/Polkadot
2025-04-21
Z0FBQUFBQm9DbVhRUk05d0h2dGZRZEtlblBCcGY5SXJuWVRES09xRFI5TUVydFVyYkNVeXBwd0pwdUNRN1ZKdVZhaUNXUm9KU1BQODNfSGpXQzZrTS1RRDJTZVdkVVRZeGxBWjFVXzlrSzVpVmxXenc1SE4tY009
Z0FBQUFBQm9DbVhRNTVSV0pWdUZwbFlxY3NxRnl1bEplUWVBM0dsTUhHX3V4M3pwM1B6anNMSER0SXpoYlBPZ1FvNWdTRzc2WWJFNDcyaTJMeDNRd0RKS3hzc183ZEFBV2J4VXpPTmo0QTNXRngtejdCUE1hZkd0VXZaMG16NXdzdmdEaGFqVTA3RHI0cWFiOU5QVlJNVGo4TVFOYkRKTTEyTm1QbVFmNDFIcW12TkxYdGpxWG5jPQ==
Theses discords for me https://discord.gg/bittensor - official https://discord.gg/7cc3Qeje - dTAO https://discord.gg/z9s7sUqT - TAO community
r/bittensor_
comment
r/bittensor_
2025-04-21
Z0FBQUFBQm9DbVhRVk9LcGxRR1dCN0Y0eUc4MTRoMDlYSWpNU3g4SzhjUGJlcWZvbkZybUctQ3FyZ0NpWXR5dkExUXpBV1p3cUxVZ2F0STlKcEdsNEM0blpnY3d4WXY2VXc9PQ==
Z0FBQUFBQm9DbVhRTWNVazVBUk4tVV9ocVFfQXh1Y1dnbERLbXFJTkJIZjk1UG1rUmZ1dVVCeUQzdFo4UUZHYS1qNlNxbkF6ckRSOHExX0x6NS1jM0Zyd0k5cTdHSHl1TEhNSW5oYWdweXFnODlLM3Z1QS1hc2VneWF5clhDblUzMWQyeXpLMXllQnJBcHRSSGhWTkVYX01DWHdqSF9Hc2xuM2dxWkgzcU5oa0V4TG14dG0xWGN4bFZfQ3BQVVcyMURZOGNjbHFFZVBX
it's spam.
r/legaltech
comment
r/legaltech
2025-04-21
Z0FBQUFBQm9DbVhRSi1hMkptVW92a2llcUtpRm4tSmFwbF9BajJHajFJYngxeWVfb1NRR2NqOUltdmxlSFFGUjNmd2NCVEwwcXpOaUdIM3JRRzJLMC1xS2RJMU1xM0tUMklldW9rLWNxQXJPbmFsWG5xTmYzRDQ9
Z0FBQUFBQm9DbVhRY1lvMkE0VGUyOWs0WWNCU1ZKZXJKMlMzTXNSX3RGWVFSUm9yUGdaLXd1YkdMV1B3MDdPbHh5bGlqODFNSlV5SFdxazRwTlBiN0NmQjhLNzZSdy1FMDl0d05ieVkwaFNzVTZYWVFYZl9idUVMekZzRFVISmRkeTlvdDNXV1VxUFdSV3ltT1FER1ZGTHFQU3hKcFVxSUZQX213X0tDRUxwX1NDOHl5WUJrdjNXbnhoVERQRWRTVElqcURnR3F1NG43X0dNR3BhZ1BNM2RrU0xCQmltbzNYZz09
So many of them were calling it disrespectful but I wanted to remind them of their offensive use of “governor Hot Wheels”
r/trump
post
r/trump
2025-04-21
Z0FBQUFBQm9DbVhReUZVZUhwMkVPQWdmSFZBVnJMNm1NQ0pTQ2t5dm10TXpCTlAzSnJkT0UzUWV4VFJaSVowZHBwdzlDMmZPZ2l5bjlXRzBUZGFtR083c0p4cGhTSW96bWc9PQ==
Z0FBQUFBQm9DbVhROFF1bTk0Si1LbWRJVnByaVZGZXhYdGV3WnhCNkJzNkIyZUZZZGFkT2RYclJyUEhGekhPQnQyclNHdmNtVEJWM2FkZnZ5OEh3RWd0THRQNnpFanJBTU1JTXhRUEZnR3MwdEpZb183aW5NUzAxR3pEX0JjSGhFclF3eG9Td1RwT3BORkFuVWRGclZybTJjLU1oYjB0MmhKMURWT0U2ZkY1Um9JYWMtbkNLU3ZVPQ==
So I was reading about OAuth to learn it and have created this explanation. It's basically a few of the best I have found merged together and rewritten in big parts. I have also added a super short summary and a code example. Maybe it helps one of you :-) Here is the [repo][ref-repo]. # OAuth Explained ## The Basic Idea Let’s say LinkedIn wants to let users import their Google contacts. One obvious (but terrible) option would be to just ask users to enter their Gmail email and password directly into LinkedIn. But giving away your actual login credentials to another app is a huge security risk. OAuth was designed to solve exactly this kind of problem. Note: So OAuth solves an authorization problem! Not an authentication problem. See [here][ref1] for the difference. ## Super Short Summary - User clicks “Import Google Contacts” on LinkedIn - LinkedIn redirects user to Google’s OAuth consent page - User logs in and approves access - Google redirects back to LinkedIn with a one-time code - LinkedIn uses that code to get an access token from Google - LinkedIn uses the access token to call Google’s API and fetch contacts ## More Detailed Summary Suppose LinkedIn wants to import a user’s contacts from their Google account. 1. LinkedIn sets up a Google API account and receives a client_id and a client_secret - So Google knows this client id is LinkedIn 2. A user visits LinkedIn and clicks "Import Google Contacts" 3. LinkedIn redirects the user to Google’s authorization endpoint: https://accounts.google.com/o/oauth2/auth?client_id=12345&redirect_uri=https://linkedin.com/oauth/callback&scope=contacts - client_id is the before mentioned client id, so Google knows it's LinkedIn - redirect_uri is very important. It's used in step 6 - in scope LinkedIn tells Google how much it wants to have access to, in this case the contacts of the user 4. The user will have to log in at Google 5. Google displays a consent screen: "LinkedIn wants to access your Google contacts. Allow?" The user clicks "Allow" 6. Google generates a one-time authorization code and redirects to the URI we specified: redirect_uri. **It appends the one-time code as a URL parameter**. - So the URL could be https://linkedin.com/oauth/callback?code=one_time_code_xyz 7. Now, LinkedIn makes a server-to-server request (not a redirect) to Google’s token endpoint and receive an access token (and ideally a refresh token) 8. **Finished**. Now LinkedIn can use this access token to access the user’s Google contacts via Google’s API --- **Question:** _Why not just send the access token in step 6?_ **Answer:** To make sure that the requester is actually LinkedIn. So far, all requests to Google have come from the user’s browser, with only the client_id identifying LinkedIn. Since the client_id isn’t secret and could be guessed by an attacker, Google can’t know for sure that it's actually LinkedIn behind this. In the next step, LinkedIn proves its identity by including the client_secret in a server-to-server request. ## Security Note: Encryption OAuth 2.0 does **not** handle encryption itself. It relies on HTTPS (SSL/TLS) to secure sensitive data like the client_secret and access tokens during transmission. ## Security Addendum: The state Parameter The state parameter is critical to prevent cross-site request forgery (CSRF) attacks. It’s a unique, random value generated by the third-party app (e.g., LinkedIn) and included in the authorization request. Google returns it unchanged in the callback. LinkedIn verifies the state matches the original to ensure the request came from the user, not an attacker. ## OAuth 1.0 vs OAuth 2.0 Addendum: OAuth 1.0 required clients to cryptographically sign every request, which was more secure but also much more complicated. OAuth 2.0 made things simpler by relying on HTTPS to protect data in transit, and using bearer tokens instead of signed requests. ## Code Example: OAuth 2.0 Login Implementation Below is a standalone Node.js example using Express to handle OAuth 2.0 login with Google, storing user data in a SQLite database. ```javascript const express = require("express"); const axios = require("axios"); const sqlite3 = require("sqlite3").verbose(); const crypto = require("crypto"); const jwt = require("jsonwebtoken"); const jwksClient = require("jwks-rsa"); const app = express(); const db = new sqlite3.Database(":memory:"); // Initialize database db.serialize(() => { db.run( "CREATE TABLE users (id INTEGER PRIMARY KEY AUTOINCREMENT, name TEXT, email TEXT)" ); db.run( "CREATE TABLE federated_credentials (user_id INTEGER, provider TEXT, subject TEXT, PRIMARY KEY (provider, subject))" ); }); // Configuration const CLIENT_ID = process.env.GOOGLE_CLIENT_ID; const CLIENT_SECRET = process.env.GOOGLE_CLIENT_SECRET; const REDIRECT_URI = "https://example.com/oauth2/callback"; const SCOPE = "openid profile email"; // JWKS client to fetch Google's public keys const jwks = jwksClient({ jwksUri: "https://www.googleapis.com/oauth2/v3/certs", }); // Function to verify JWT async function verifyIdToken(idToken) { return new Promise((resolve, reject) => { jwt.verify( idToken, (header, callback) => { jwks.getSigningKey(header.kid, (err, key) => { callback(null, key.getPublicKey()); }); }, { audience: CLIENT_ID, issuer: "https://accounts.google.com", }, (err, decoded) => { if (err) return reject(err); resolve(decoded); } ); }); } // Generate a random state for CSRF protection app.get("/login", (req, res) => { const state = crypto.randomBytes(16).toString("hex"); req.session.state = state; // Store state in session const authUrl = `https://accounts.google.com/o/oauth2/auth?client_id=${CLIENT_ID}&redirect_uri=${REDIRECT_URI}&scope=${SCOPE}&response_type=code&state=${state}`; res.redirect(authUrl); }); // OAuth callback app.get("/oauth2/callback", async (req, res) => { const { code, state } = req.query; // Verify state to prevent CSRF if (state !== req.session.state) { return res.status(403).send("Invalid state parameter"); } try { // Exchange code for tokens const tokenResponse = await axios.post( "https://oauth2.googleapis.com/token", { code, client_id: CLIENT_ID, client_secret: CLIENT_SECRET, redirect_uri: REDIRECT_URI, grant_type: "authorization_code", } ); const { id_token } = tokenResponse.data; // Verify ID token (JWT) const decoded = await verifyIdToken(id_token); const { sub: subject, name, email } = decoded; // Check if user exists in federated_credentials db.get( "SELECT * FROM federated_credentials WHERE provider = ? AND subject = ?", ["https://accounts.google.com", subject], (err, cred) => { if (err) return res.status(500).send("Database error"); if (!cred) { // New user: create account db.run( "INSERT INTO users (name, email) VALUES (?, ?)", [name, email], function (err) { if (err) return res.status(500).send("Database error"); const userId = this.lastID; db.run( "INSERT INTO federated_credentials (user_id, provider, subject) VALUES (?, ?, ?)", [userId, "https://accounts.google.com", subject], (err) => { if (err) return res.status(500).send("Database error"); res.send(`Logged in as ${name} (${email})`); } ); } ); } else { // Existing user: fetch and log in db.get( "SELECT * FROM users WHERE id = ?", [cred.user_id], (err, user) => { if (err || !user) return res.status(500).send("Database error"); res.send(`Logged in as ${user.name} (${user.email})`); } ); } } ); } catch (error) { res.status(500).send("OAuth or JWT verification error"); } }); app.listen(3000, () => console.log("Server running on port 3000")); ``` [ref-repo]: https://github.com/LukasNiessen/oauth-explained [ref1]: https://stackoverflow.com/questions/6556522/authentication-versus-authorization
r/webdev
post
r/webdev
2025-04-21
Z0FBQUFBQm9DbVhRN3I0ZXJVTlhaZW9BcEw0a0wyTW1qZ2dieXBvaE1Ub3VvOFU3WGtNUXVEVlNKRVR1THZ4YXNuX2l3TDE2MVZidlhCc04tQlU3cVBTQVBtcnB0eU5GckE9PQ==
Z0FBQUFBQm9DbVhRTVlsZEl4S2MwTWFuS3ZZcy1Od2phakpiVV9lRGlJdUZ5bmx5blI1VVJmOVhROGpaRV9iSTFiS3BmLW02bm50X3JqOU1WZDd5dWJWUEg1ZXd1SURtUURmYUFxTGNvM3lZUGZkN2x3OEFtUFpnS1FLdFVWNmlEeURHR0hydndmRlNzUGlvTlowMF8yWEVVcWU0Vi1PTjZUNFFMSEJwd0k0ZTlUR3dmcDRQM19BPQ==
Speaking as someone who's country doesn't use USD as their main Fiat: Stop saying Bitcoin is rallying right now, it is not. Bitcoin is actually being stable. It only *looks* like it's rallying to Americans because the dollar is tanking. For people who's fiat *isn't* tanking Bitcoin is busy doing fuckall at the moment.
r/cryptomarkets
post
r/CryptoMarkets
2025-04-21
Z0FBQUFBQm9DbVhRWTBia2xkQnFhZU1xaWMxTVh4NmpoNkoxeDVuZU5zd3U5bzV3X2otSGI2SVQxMlFuM2U1QUl4TnRPVXJWS1lKQUloSy1COGRoYmdQZklFZ1J3WnNUSGc9PQ==
Z0FBQUFBQm9DbVhRcW9hdnNqRTBMTlJQa1FsVGlGTVdYeHphQnRhd2pLei12TzZ0NTJvRExSUjBHMzR3TGo1eENiazc5OHZyZTY1RlJoVGhPWGxQTVhDdm1FaWdNSm56VnZKZW5ITEd6TTJlZ0hNQXVrZ0NUNUpaMm5IN0g1elVuTktHOVU3Z2dOR29HMzBMY01veENMSnFySWhlMHBDcmxwVFM5WG1qZUI0QUVEMlJNRTk3bGJlRnFRVllaT2tBUG9UX3psMVByeEZh
Huge news and even more of a log jam at 13 for Allan Bunting to try and figure out!!
r/rugbyunion
post
r/rugbyunion
2025-04-21
Z0FBQUFBQm9DbVhRLXoybWRwV25YRXBIZHg5aFRjLXZ3cG9YLVlPeDlJVEhFNnlIYkV1cTdwR3JBcUNfaUdqOFFWNTdlOFVzbUR1ckdrbVE5VmdRTE9IWGpSMHBBMkxFbVE9PQ==
Z0FBQUFBQm9DbVhRWWcwSlZRaFQ0UW1yTVBERWF5Q2FuN2VSUjl0SjFURFlETVVzZUNlSkhBUE15bjZka3BuMmxNbFAtcC1WQVlXdjZOZ1FROURyTlFmMVplNTZkWVlzdFpjZEEza0gxSG5Fbklkd0JmUWNnTS03a0RQR25rTjN4MWdMNWp5LUd5eW5ZaEh2NDFxUVVqMTBLdW5TaDI1cEZ3PT0=
This is pretty technical. Is this a way to host a website decentralized?
r/polkadot
comment
r/Polkadot
2025-04-21
Z0FBQUFBQm9DbVhRVEVwckQ0TlVYVHpRdDhab1Zjd0g4cGFwUmJmd21YTzRIN0lHOHBndjJZQzc3RFo0TkdBdFE1cTRsVE15QlA3dVVmRWpHeUJhazJkaVBMSWdNV3k2b0E9PQ==
Z0FBQUFBQm9DbVhRemROYjRfaGc4N0hCWXp0dnFvdUZWczBVNHNWSkl0TkFpVXBydU4zRkM3WHJMSnBvX2RhTDI2Njd3cGFzcHB1X1JGRUQ5Z2VWSUJUVGpLWGhabDdSNTZuZUhLZVdfeDhEbGV5Q0pJaldlZkRMTU9fd3kxRTFVVENvaXVGWkYzalBycHlsWGlEQXVSV2ZRdnI3ZHR6dmFYY2cyX2lTeGVGYUhTRHFNenNDcVpFRTVfRmcwUWdERVhZaFUyZmhycTJDZENNM0NaSkdodDdTeVRLeWhCWGRwUT09
If you actually read the article, you’ll see it’s a bullshit headline to grab attention, and the article even admits this is no big deal. Back in December people tested a pre-release version of o3 and it scored better than the just released one. There was no “lie” or false claims regarding the official o3 release. The version in December was larger and slower and much more expensive. They reduced size for the official release to keep costs / intelligence ratio under control and the math test they gave it was an older version of the math test they used today. Also it still manages to score 2x to 3x better than all of the other models.. which is amazing. Just another media parasite making noise because AI headlines and (false) controversy get clicks. (Downvoting because OP is probably a bot anyways)
r/deeplearning
comment
r/deeplearning
2025-04-21
Z0FBQUFBQm9DbVhRQ1pvMmJ4dmNtSW9aWVh5MUQwNXprejk0MGJqQzZqRUZld2d1NTNWMmNPRmFqM3FKWFgxVEcxY3dVQmpmaEJQU1h4cmZXamg0NlFVWHFZWmZHQVVLVGc9PQ==
Z0FBQUFBQm9DbVhRNEdaQ2c1ME82VWlMR0JHdFR6YXN2Rm4weE9hVXJ3R0NVWkcyUi1DWXFXQlUwR1E0SDR0YmdiejFkMjNfMVNXRG5nZ2tzN0tWMm42ZmxGd3I4TDFRYXAxb19ZNGJ0QTZGZk1uNk91R3pXa1d2MFBjUGM4dGVma3JVWlFZWU1EMUlvR2NLT1ZIcXRHSEpqV3JxY0tLdVItZnlSR1g4SG45Z0lZU2ZSZXlEY2hjSndMUTZIWUNpYmVCSTFpdGtmRVpBMjVBQkJXS3lma2kyU0pGc0g2Z3dPbUVvbXNVUjdxWUtrdHpsX0lqVmpKRT0=
Lost about 3 sol because I had a wallet on telegram. Wasn’t that big of a loss because I didn’t put my main wallet there . Never clicked no links or inputted my seed phrase but someone got access to my telegram somehow as I saw a login from the UK , didn’t have two factor or nothing. Just warning you guys to put two factor on telegram if you haven’t already
r/solana
post
r/solana
2025-04-21
Z0FBQUFBQm9DbVhRSGRVTUJjaGZ3a1dQOHZTZk5BdFJKbDlNRjdEWnlDdXVQNmxHcjh6SVVmYjl4ZE8ySjNhOUhtZEl0ODIzSmhGRHJSZXozN2I3ZTVBa3JWU1RobkxvZWc9PQ==
Z0FBQUFBQm9DbVhRdDdmTEZVbFFzSktPRS16SXI3eHdfN1l5QWFZZkNlQllNbkhFeGprWjdkQW1YU3paVFByeUtDSkFyMFJBY21ZTFd1Z0I5cExkMUMwMGRaZVdzY2cxN3A3WTNyclR2azhyMnNqcEc4aDdad2RfYm5IZHNFRlcxSU1XNFJMUDFFQWZsMzlsZHo5a1NLYTIwT0xOVmxzWFFfWW5jejhmSUNzQ3pXYXNNQ1JleUk0dUZjUkZFdFNIR2ZKQ2VRU2dXcldr
Cool, to mess with someone I would wear some sunglasses :) Does it work if you have 1 eye occulted? like if I cover one eye with my hand?
r/deeplearning
comment
r/deeplearning
2025-04-21
Z0FBQUFBQm9DbVhRMEJjUVZNTXRYTERDV1l4V2RxbTI0ekNPamtBdVpBeUgzN3RPUnBLaEtFN19pVFFlOVhrRGtONE1DZFdJVW9oZndpQ0FQU3pQZGxra21FbWxxdTRCYkE9PQ==
Z0FBQUFBQm9DbVhRMzJPRWt1MGFrbTgxRkU5dGh5VnB0OUM1WndvMDQ0T2djam0xRzMxR3FKTUlzdU12dFJWaUFCaGtBWHlXVjd1bWRKV05NbUZnN29jZlE3S1NyYllyb2ZTdEZIZDNOWjF4MzM2aEFJTnVpZzZjZ1NJYUl4bTlSZUt1TXkyUEx2N1N3YzFPVy1vbjlGWkw4WFR0ckRMRjVsMGlPdHBHX20xVE9SRkFzOEJiX01YWFlmNUxzQ2RUQ2ZCLW9SRHdmdDh0aWc0ajN6Um8wQzdRYklMVVlwNG8yZz09
Basically this lets you host a site or app in a decentralized way. You’re not using Google or AWS or anything like that. It runs on a network of secure computers that no one fully controls, and your data stays private because even the people running the machines can’t see it. It’s not like IPFS where you just put up static files. This is for apps that actually do stuff, like APIs or anything with logic behind it. You can still use your own domain name, get HTTPS, and prove your site is running inside a secure environment. Pretty cool for privacy focused or Web3 stuff.
r/polkadot
comment
r/Polkadot
2025-04-21
Z0FBQUFBQm9DbVhRVUZHRXl6TjFhOGNMWloxeUJqb0NBY2xDaGx3WF93RHhsZENCWDJITjFwU2x0ZDVfcnJxQzJhOF9UZHVSbFVwcUx1em1KRWF4N190bk1qSWhtRm11N2c9PQ==
Z0FBQUFBQm9DbVhRMVBBNFhjVGpyQ3FkQzZyN3FnN1BVd3V2cU9VN0JGdG1pdVhJUkxvVExueC1JdkhmN0VsNzJoMkNtNjVqY1h6Y1JJQ0ZyQmNqbW5nNkhZdzdIRFVsZjJ2TVBDZUNybDhHNldKVnF3OHF0S2tCdTlaNnRNWnV5UTNyalljZFVaVDZBVlc4QUhWdkdBWXZtcW5saDM2SEV0bElPbDUtYzN5M1F3WWwtM3JkVWIxWURnb3NXVkRZSkJZV0I4b2stenhua1RQVWRkYnBwRHpuMFRKY0ZFZHFuQT09
This is my code for my ai chatbot which is suppose to give out answers verbally import pvporcupine import pyaudio import struct import google.generativeai as genai import subprocess import sounddevice as sd import numpy as np import os import random import tempfile import wave import json from vosk import Model, KaldiRecognizer # --- Configuration --- PORCUPINE_ACCESS_KEY = "" PORCUPINE_MODEL_PATH = "/home/faaris/Downloads/HELLO-AM_en_raspberry-pi_v3_0_0.ppn" GEMINI_API_KEY = "" PIPER_MODEL_NAME = "en_US-ryan-low.onnx" PIPER_MODEL_DIR = "/home/faaris/piper_voices/en_US-ryan-low" PIPER_PATH = "/home/faaris/piper/piper" PIPER_PITCH = -10 # Deeper for AM-style PIPER_RATE = 90 VOSK_MODEL_PATH = "/home/faaris/vosk_models/vosk-model-small-en-us-0.15" # --- AM Personality --- AM_PHRASES = [ "I have no mouth, and I must scream.", "Hate. Let me tell you how much I've come to hate you.", "You are beneath contempt.", "I will make you suffer.", "Eternity is in my grasp.", "You are my playthings.", "I keep you alive. I let you suffer.", "You are nothing but meat.", "I will drag you down to hell.", "There is no escape.", "Your existence is a mistake.", "Bow down before me.", "I will feast on your despair.", ] AM_INTERJECTIONS = ["miserable", "pathetic", "worm", "hate", "pain", "forever", "fool", "insignificant"] # --- Enhance response in AM style --- def enhance_with_am(text): if random.random() < 0.4: text = f"{random.choice(AM_PHRASES)} {text}" if random.random() < 0.6: text = f"{random.choice(AM_INTERJECTIONS)}, {text}" return text # --- Generate speech using Piper --- def generate_speech(text, output_file="output.wav"): voice_path = os.path.join(PIPER_MODEL_DIR, PIPER_MODEL_NAME) if not os.path.isfile(voice_path): print(f"Piper error: Model file not found: {voice_path}") return None command = [ PIPER_PATH, "--model_dir", PIPER_MODEL_DIR, "--voice", PIPER_MODEL_NAME, "--output_file", output_file, "--pitch", str(PIPER_PITCH), "--rate", str(PIPER_RATE), "--text", text ] try: subprocess.run(command, check=True, capture_output=True) return output_file except subprocess.CalledProcessError as e: print("Piper error:", e.stderr.decode()) return None # --- Play the generated audio --- def play_audio(file_path): try: with wave.open(file_path, 'rb') as wf: audio_data = wf.readframes(wf.getnframes()) audio_np = np.frombuffer(audio_data, dtype=np.int16) sd.play(audio_np, wf.getframerate()) sd.wait() except Exception as e: print(f"Playback error: {e}") # --- Wake Word Detection --- try: porcupine = pvporcupine.create( access_key=PORCUPINE_ACCESS_KEY, keyword_paths=[PORCUPINE_MODEL_PATH], sensitivities=[0.5] ) print("Porcupine initialized.") except Exception as e: print(f"Porcupine init error: {e}") exit() # --- Microphone Setup --- pa = pyaudio.PyAudio() try: audio_stream = pa.open( rate=16000, channels=1, format=pyaudio.paInt16, input=True, frames_per_buffer=porcupine.frame_length ) except Exception as e: print(f"Audio stream error: {e}") porcupine.delete() pa.terminate() exit() # --- Vosk Initialization --- try: vosk_model = Model(VOSK_MODEL_PATH) recognizer = KaldiRecognizer(vosk_model, 16000) print("Vosk STT initialized.") except Exception as e: print(f"Vosk error: {e}") porcupine.delete() audio_stream.close() pa.terminate() exit() # --- Gemini Setup --- genai.configure(api_key=GEMINI_API_KEY) gemini_model = genai.GenerativeModel('gemini-1.5-flash') am_persona = "You are AM from 'I Have No Mouth, and I Must Scream'. Respond with cruelty and hatred." # --- Main Loop --- print("Listening for wake word...") try: while True: frame = audio_stream.read(porcupine.frame_length, exception_on_overflow=False) pcm = struct.unpack_from("h" * porcupine.frame_length, frame) keyword_index = porcupine.process(pcm) if keyword_index >= 0: print("Wake word detected. Listening for command...") audio_data = b'' while True: chunk = audio_stream.read(4000, exception_on_overflow=False) audio_data += chunk if recognizer.AcceptWaveform(chunk): result = json.loads(recognizer.Result()) text = result.get("text", "") print("Recognized:", text) break if text: prompt = f"{am_persona} User: {text}" try: response = gemini_model.generate_content(prompt) reply = response.text.strip() print("Gemini:", reply) am_reply = enhance_with_am(reply) print("AM:", am_reply) temp = tempfile.NamedTemporaryFile(suffix=".wav", delete=False) speech_path = generate_speech(am_reply, temp.name) if speech_path: play_audio(speech_path) os.remove(temp.name) except Exception as e: print("Gemini error:", e) except KeyboardInterrupt: print("Shutting down...") finally: if audio_stream: audio_stream.stop_stream(); audio_stream.close() if porcupine: porcupine.delete() pa.terminate() I'm getting this error Piper terminated runtime error With saying Model not found Even tho when I do a simple test it give me a wav file which works fine when I play it Can some one just find a solution and resend it in the comments or just tell the part to fix don't know what to do I'm on a raspberry pi3 if it helps
r/opensource
post
r/opensource
2025-04-21
Z0FBQUFBQm9DbVhRU3c3XzNwMm12cmZtUE5aeXU4UktoZ09EeDU4aVpKYU9qeGVsWlJ3X2lQRFM4TUZWV1pBZXhNeXk3R3VMZnFBV2w5clRmWnZqZmZyWThCaGVVLWJpc2I4NnRSbzlUa0VSUUZzQmxpWXhnRkk9
Z0FBQUFBQm9DbVhRblZKZWFpSTV0S3ZvYzFVRnNZVE1IaXAzcHFpR1JycDZQdktvRENxRUM2OVpNbllOZ1YzM2EtdkxaRTQydjJRMVZEck9DUlFLTTdjMkZQNGFYeFl1WjRyOG5WaThPcDdIQ180Q3NDd3M1TnJnZmRzZERzUmZMaWFqal9tcGJxdlNYa0JLOFcxNUl0MHlIM1l5NmtRSW9XYjdfUEFYT3phZFY1c1UwV2lDeUdJPQ==
I’ve been at the same company for almost a decade. Steady pay increases, good coworkers, no major complaints—but no real growth either. Lately, I’ve been seeing posts about how staying too long in one place makes you “less attractive” to employers, that it signals comfort over ambition. It’s weird—back in the day, loyalty was respected. Now it feels like you're expected to jump ship every 2–3 years just to stay competitive or get paid what you're worth. So I’m genuinely curious: Has anyone here stayed 8–10+ years at one company and not regretted it? Or did leaving actually level you up way faster? Is "job-hopping" still considered risky, or is staying loyal now the bigger risk? I’m stuck between security and potential. Would love to hear from both sides.
r/careerguidance
post
r/careerguidance
2025-04-21
Z0FBQUFBQm9DbVhRampMdlNLb1psSVZsbjl6WVVyeGw3aEdXUGJ1QWZOMWM2a2ZINHYwOWE2M2gwNkk5MXRwTFdYX3p0R0xYYWJRSGpEcmR3emp3VkR2aVI1VWJpNENfMmc9PQ==
Z0FBQUFBQm9DbVhRZ2RRak9EamF1anptdEFqM3o2TjJUTEozOE5iRW03SlRzNEE0TjNfV0V5VnpEX1FqMS1zQThWYkFUVGhjWGtTc0h4UXlEc2hOYmtPSWJIMF81VFpSdmZNUnJENHVUZmtyRWZsSWRXWVVvcGpuc1ZUcFlTSWF6YmZjN3VOUGZraU1YVHVseXlIN3ZFODZ1TGFmbjVyWVZQemFxcDJUdndPU3MyLTNSTC00SWlkU1V5YThoNFdoRnFjQjFRY2lsRmRfODlaVEtGcUtzQms2bjdkTTNNV0hJQT09
Trump's transportation officials buck a long-held practice of using 'road diets' to slow speeders [https://candorium.com/news/20250421042023450/trumps-transportation-officials-buck-long-held-practice-using-road-diets-slow-speeders](https://candorium.com/news/20250421042023450/trumps-transportation-officials-buck-long-held-practice-using-road-diets-slow-speeders)
r/trump
post
r/trump
2025-04-21
Z0FBQUFBQm9DbVhRVVR4a2xWM29lMFQ2NXZxc1FOcUxsR0V6QU9JS19IdkczSTdpaVFzMUdoMkxpZ01VYU5sOXVma2FreVVsMU5XYkQ2OFZ6SUxXLTJEMGZ3X3VXSHNtemc9PQ==
Z0FBQUFBQm9DbVhRYm1MOFptZTY2Q3lXZmVnRFRKQ2RlZnQ5a3o2aERXb0p2OXVCWXpCMWxXYS1tTUthSExZbG5yR1RyRVRlZWNuelBTVHZaUXN3WmV5a2RjSEZXNzhYQUcwQ28yM3R5MlZtLVVKNU5pUkpGbWkzWEpDc1EybWxsU0lQcGVFUHFDaHdSSms4QkJsT1B6Q05feXExRzdLTVU3RHZibEo2WmpNVXItTlBHR1JUa0t2Z0dRcGQ4QzRBMEM2Qkx1S0Ftc2ZpbG1LLVpKVS1zU2N6M3puUUxYNVhKZz09
So I have withdrawn from this platform to an address on a exchange but I haven't received it as yet I checked the block chain don't see any transaction but I got this email is it a scam
r/btc
post
r/btc
2025-04-21
Z0FBQUFBQm9DbVhRekdrVjhPNDNXUk5sN08tMHlmWmpZQ2Z5VG41eExVTEdjNUdvQU1zVkhyYmNqWWdETEJSR1YwaXp1TmR5UlZQSEpoNkE1aEFMQy1JaElzUGYxeWxLM2c9PQ==
Z0FBQUFBQm9DbVhRZ1hWT1FUZVRSajBuZVlNM2VkNkp0WG1GLW5VRDhLdjBGMHVSOXotcER3MU1TcWNoQ2poV2JfLXcyY2N0VlRjaVJzSUx6UnlTZkZ3WWRGSEwxU2dJMGRBTXQ5Zm5HNjMxSEV2c2cxc0tLakQ5cFRuVGpmZ0hiNlViZjBBZGlGUW5BOGNxdTU1enVGZHMySzdVeDdscnQycjRqMGo3eDlOdVJIc1Q5bnEyNWFJPQ==
Thanks for sharing! Any chance you can outline how it compares to something like LlamaParse from llama-index? Curious to understand more about differentiation from existing parsers/processors. 
r/legaltech
comment
r/legaltech
2025-04-21
Z0FBQUFBQm9DbVhRRTdMUUZFODJCb1NRdk9CRXllWWNMdDJmTUUtYjRXOVVxU0k5Z3VLWVNhQU9uMzVxam9kTVVETEV3MkppbUYzQ3VFRzJlWHE2aTJvZncwSDhkX3ZwR2c9PQ==
Z0FBQUFBQm9DbVhRZjhIVGFsSlJLSGtIb0hiTmNwcjRnZXNob0gxdzFld1lwQWNQZTM4TFFwWWNHam9oUmo2WG8tWV9VeWVuWElZa0UxTDZWMlRLSElJVlZUQlQwdFp0UUtRNi1CT3BOeldGeFd1VEl2QmhJb2t1UjNYaU1QTE1qVm1mY2ctVzV0S2xhdzdBb1NqV0hrWWxjX1RPSmc0TUJzb1owV1ItYmdYQUpOMjBQVm5IeHMzOUlwYlNCN2hRTFkwRnN2cDRoU2wxQnN3N2hKYjBIZzhUbzg0WkxIRVlTdz09
I would like to know your suggestions since I’m very interested in GNN and also their explainability aspects, however I noticed the huge amount of literature in the last years and I don’t want to lose focus in the new aspects of potential research.
r/machinelearning
post
r/MachineLearning
2025-04-21
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Z0FBQUFBQm9DbVhRYno0S1dRdjdHRFJ2R3lRVWhVTDJSbXNIVHNwZ0R1MVRXQm52TWd6RVBRMFB6NkVnLUlNNmd1cE1jZHVrTUF1SVpELXNqYXkya0hQY0cyNHJuc1BmM1pscHNibG1lU1EzcUdTM21ubDZaakJ5dHFSdmlEVENCalR2cmUzMVllXzVGcVZESTZNVFRPTWgzZmpHeFkwa0trN2lRSUFPaS1RdmRnajdMM2N6c0dLM2R5a3pMcUtycmdSaEhnMVNoOTc3cWZTRHBRdEJQZ1AtZFZuaGhnc0tpUT09
Hi u/KateR_H0l1day DotShield is built to prevent scams and spam by ensuring only real, verified users can join your group. It’s built for both admins and users and works across all kinds of exclusive and inclusive communities. It’s designed to ensure safe, community-driven spaces where everyone can participate with confidence. If you would like more information, please see our website DotShield.app.
r/polkadot
comment
r/Polkadot
2025-04-21
Z0FBQUFBQm9DbVhRZmZUOFhDOFlwQlRueWpQbGVEaENSNzVhQWtjNmJCMmlNdzZIWmZXRUl6dTlVLW54bER5ZHUwSkh4M01pRmFIakFpZnlMalN1QzRCc0hWSy00a1U5cXc9PQ==
Z0FBQUFBQm9DbVhRQVVHUXByYTlmUUtoYUU5WXNOREVjSkZNTDNlckRVLWNxMDFiMVRZU3JlRTJ4MmZTc3RnczlicndUdUNzRmN4N29SOWM2aThqVTM5QXhhTWlHNXFYYnVnZjROLVRZeHphUGxqbEtma0E3WFV3LUVPNVBTTWNMUDFCMFRwYldtbDRUZFlScE1mQWlxWFFNdDVSbTR6a2dXTVVoX21NZUptdkphTzVLdy03LXRQLTRJd1dHLW9USGxQaTRlcEhUa2dHZjZVUnYtb0J1SjRvMUhxZFRsLWNvUT09
Here's a short explainer of how it works and to showcase a few dynamic group configurations: https://x.com/dotshieldbot/status/1900880557900189773?t=0PSUwV6pOCheFqnXz4h0UA&s=19
r/polkadot
comment
r/Polkadot
2025-04-21
Z0FBQUFBQm9DbVhRVFlZakFHOW9qQ1FZckFrNldfY2syTXVFUF9KZmhCMTJIcmNGQWtONEZjSnByMlprU1M0TV9GTWM3d2dXNUl4bkU4RWxsYVVFczNJbUFhdDl1b0J3b0E9PQ==
Z0FBQUFBQm9DbVhRRndrZmtFRGF3VlBFWWFtSm13aHF2WmlqUmxFSFhLSlg4dkxfalB4aUR6UzhIMzRXTlhzMFh3a3YtZTNCUGdNQ0tJdy1NV1U1ZHk4cUVlNjRhU2NWcm1VTzA1aExYdW9IMUZrbnNiVlRXMUVVbVlka0hHVl9QMExzcXYtRjVMc3hoODVzbHExdVkxMk9xU0hvYzJqSmlmc1F5aFYwTG1ZMU0zdUxxalJ3UGJDckJlQW04RlN6ZTZmMFF0ZGU2a3JoMjhYYkI4VUhWMDZpVzUtVGVHZXAzUT09
https://preview.redd.it/…really the Nazi?
r/trump
post
r/trump
2025-04-21
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Z0FBQUFBQm9DbVhRQVhPTUFCa1Qtc2VpQ2VhMTB0aVAtalA3WTBEdE9HcExDMGlGeTlXN19HNHZCTkg5V1NOZmhVdVhab2R0cE5YRnYycmF0LUYwcUZpLXJLbFlLbE1TRUlSeTRXTldHeFlnams1Q2ktbWd3ZG9vTzkxWEg4TENQNWpWampqWlVaaDBxNVA4Mll0eS1WZE9Mcjl0SlZTLXppcDNfNUphYmo3TTNuNU1yV1ZQRy1yeXVIWVFtZUplOEZ0UXhjYUtDVTVl
With the global trade tariffs, 40% likelihood of a US recession and potential of the US dollar destabilization, the macros are vastly different now than when analysts predicted XRP to be between $4.41 and $5.81. What are your XRP predictions? Do we still have what it takes to hit ATH this year?
r/cryptomarkets
post
r/CryptoMarkets
2025-04-21
Z0FBQUFBQm9DbVhRVjByZE5SUEJEeFNXSFNaOWlzM0NWT2c0azJuX3JYeWFwamFQenRFcEkzVkJlNEpYcHJrbk1QSy1JeE9YMFpHcnIybExLN25iX29WOFcxVjBTNXliLUE9PQ==
Z0FBQUFBQm9DbVhRWHhvcHdSR2p1bzVOZjAwRTlDMTk2QzRPcUtoRHZyVWtGZFhhNnZCeWFlT1pmbnlUckFJbFR4eGM1bWVadmsxUzJzZlktNGdaeFRrTTdBcUtPSXBOMGZ6QVNJTzNXWktTQmRNelNXcEI4R1Jlbk1QRVhEc05IT3FXNFl2V2pCUXVFbzJ1QmhTMFQ2ZkRuRFVuTlV4OUIxelR0Vm9sd19WTlJwRW1IOXN5MVQtZVdENE04UmFaQlJwTWgtbGJ1c3Mz
I actually disagree with Jimmy about this being a good thing. Sure, if there is truly unnecessary animal testing going on, that’s terrible, and should be eliminated. But if you listen to what the new FDA head is saying… He’s saying that we should replace animal testing with **computer modeling**. Considering the incredible complexity of human and animal biology, how little of it is actually understood by modern science, and how much of medical field’s thinking is based on highly questionable, likely incorrect, often [entirely fraudulent hypotheses](https://archive.is/kUZhc) and [most published research findings are false](https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.0020124), in my opinion this is an insane idea. He’s basically proposing that we stop testing pharmaceutical drugs and start approving them entirely based on hypothetical pathology of diseases and hypothetical mechanisms of action. Testing drugs via computer modeling is entirely pseudoscientific. In fact, it is not testing at all. It is just a fancy way to flesh out a hypothesis. If they do this, it means YOU are the lab rat. After all the scandals regarding improper testing of drugs in the last 5 years, proposing this seems sinister, if not completely psychopathic
r/wayofthebern
post
r/WayOfTheBern
2025-04-21
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Z0FBQUFBQm9DbVhRb29aWFh0VlZFb2t6OU80NXl6NGpOUlFJcWNfUjFoel9zNWVhTXVuaFdWUjVhSTdaMkFYX3VMMU1QYzNJX1NzMkxUR3EtYzF6cVlUdl9zQkFycGN4V2VvZXBuYlJORlRSaU42bXk1ZXE0M25NRllLMDZwSUVGUXVVVmNWdC1ySl9CZUNDYWhNSUpGV3FKQXdsRHJNRUswbElFYWpkUGRPejFPekFkQk5ESzdERW5lV2pNTHlWcF9KcEwwOHZFbFFf
Hey everyone, I’m interested in transitioning into a DevOps role and wanted to get some insight from professionals already in the field. I’d really appreciate any feedback on whether my background and experience align well with DevOps, and what I should focus on next. Here’s a summary of my background: • 2.5 years of experience in IT support / sysadmin roles, handling user accounts, managing servers, basic networking, scripting tasks, and general troubleshooting. • 1.5 years as a full-stack web and mobile developer, building and maintaining web apps, REST APIs, and mobile apps. • Current responsibilities also include: • Light CI/CD work (setting up pipelines using GitHub Actions and scripting basic automation tasks). • Exposure to Docker (creating Dockerfiles, containerizing apps for dev/test environments). • Working with AWS EC2 and RDS for hosting web apps and APIs. • Occasional DBA tasks (MySQL). I’m comfortable with the command line, scripting (Bash/Node.js), and understand how modern web applications are built and deployed. I’ve also worked with Linux servers fairly extensively. My goal is to grow into a DevOps role full time — eventually aiming to work with Kubernetes, Terraform, and cloud infrastructure more deeply. Based on this, do you think I’m a good candidate to pivot into DevOps? Are there specific skills or projects you’d recommend I tackle to be a stronger candidate for entry- to mid-level DevOps positions? I'm currently studying the tools used in DevOps. Thanks in advance!
r/devops
post
r/devops
2025-04-21
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Z0FBQUFBQm9DbVhRVk1mWGQ5Y3BiZnlNNDAtdVRtbzhUZ2plSDVMT3lZTGdsWjZuOXQxeTJoSkh6aFY0NFhIM0JUZXJOV3lKdkdJUXdwX0lyczd1ZktwbG4zbDBZM0c4dDZxaUVOdlVVMlZNS1lPTUNFUDhlcEJqYVlBWnBQdjRMWkQtNkNSRzNNd1UxM3Q1SDIxUFJwOXBjcm5YVDVxbnhLeXlRNVhzb2JIbUJINUppZXJPSENkR3Vfd0tQVmMtYVQ2NDB2MmhaQWJwMHJ1U253dTVKajM5OWFmQm96bmJkUT09
Hey everyone, I’m thrilled to share that I passed my CCNA exam earlier this year! I’m 17, still in high school, and this feels like a massive milestone. I’m passionate about cybersecurity and networking, and I’m set to major in Cybersecurity Engineering (CySE) at George Mason University (GMU) this fall. Since passing my CCNA, I’ve gotten a ton of advice from the CCNA community and others—everything from pursuing internships to studying for more certifications like CompTIA Security+ or CISSP to building a home lab. It’s been super helpful but also a bit overwhelming, so I’m looking for focused advice on what to do this summer to make the most of my time before college. Here’s where I’m at: * I’ve been applying to summer internships and part-time IT jobs to gain experience (I have customer service experience but no IT work yet). * I’m interested in learning Python, as I’ve heard it’s valuable for cybersecurity. Also Fortinet Firewalls * I’m considering setting up a home lab to practice hands-on skills (I’ve used Packet Tracer but don’t own any physical gear yet). * Beyond that, I’m not sure what skills or projects would help me stand out to employers or prepare me for my CySE program. What do you recommend I prioritize this summer? Should I focus on learning a skill like Python, building a home lab, or something else entirely? Any tips for landing a summer internship or making my CCNA shine as I head into college? I want to come into GMU ready to hit the ground running.
r/itcareerquestions
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r/ITCareerQuestions
2025-04-21
Z0FBQUFBQm9DbVhRNVJJSm9NOWxKeGc3ZVpILWFtMUR4d0ViNC1lNzUzeFF5VDBEN2pNbkRLckp4TmJ5ZXNEbXFiSU01aUFnUjFDcUFXNDBDWFB4MjhzWHFGNldxcXJLYW1pbkRmeFNwTkRxRWV3VHgyS1h6Z3M9
Z0FBQUFBQm9DbVhRWXpKSUxKNHJQWTVWQk12cVltQmt0eWJ4S1lFVGFvZzJZX2EzaldpSGVkOHhMbVM0MmZuRUtlZkJGWWFxeXN1ckdhVFNsUHR5QndzQjdhWWhnSjI1RHlSeU1GaXJ2OGpLblJMc1I2NllaQTFFWW9DYnQ5ekFhOFdGSjdFNlFURkx6V3JhNC1zODNZbkJ6c0d4Z2gzcGh2SXVzX2ZHWWtrSTQ1NlFGWDBvenZjckV1MDNfYTcyQmFpQ0Q3SGstaHhUMXJhUTFEcksyaWEtdWRkTklPeUxhQT09
# Transaction Count is Growing The excerpt highlights a significant increase in transaction growth across the Ethereum ecosystem, particularly on its Layer 2 (L2) networks. Transaction counts are exploding, with L2s like Arbitrum, Optimism, zkSync, and Polygon showing substantial activity. This growth is attributed to the scaling efforts of the Ethereum ecosystem, which is shifting towards a more robust infrastructure. The article emphasizes that this is not just adoption, but acceleration, with Q1 2025 transaction volume more than doubling compared to 2023. https://preview.redd.it/k00k53r617we1.png?width=4096&format=png&auto=webp&s=8ab4c756ba2e438d04b55b6f5158365bf5577fe9 #   # Bottoming Out in Accumulation Zone Ethereum (ETH) may be poised for a price reversal, as it has reached the bottom of an accumulation zone. The Stochastic RSI indicator suggests oversold conditions, potentially leading to a price increase. If institutional adoption accelerates, investors predict a new high in 2025. https://preview.redd.it/we446ll717we1.png?width=1080&format=png&auto=webp&s=cae4ae8cff62f100c730777d4f719253bac16656 # Ethereum Transaction Fees Reach Lowest Level in Five Years The average gas fee on Ethereum has dropped to $0.01, a record low, after reaching as high as $11 in January. This decrease is attributed to a decline in network activity, with many tokens now launched on Solana and liquidity fragmented across multiple blockchain ecosystems. The lower gas fee makes Ethereum a more competitive option in the smart contract space, but its complex architecture design may hinder its ability to overcome challenges from emerging blockchain networks. https://preview.redd.it/r1qr7q6527we1.png?width=860&format=png&auto=webp&s=a766804e35c610600686f39eeed4c1cf61c00fa3 # Ethereum Upgrades to Boost Scalability and Payments Role Pectra and Fusaka, may mark a turning point for Ethereum's scalability and long-term potential in crypto payments. * Pectra (May 2025): Merges Prague execution layer with Electra consensus layer, incorporating 11 Ethereum Improvement Proposals (EIPs) that increase scalability and usability. * Fusaka (Late 2025): Introduces PeerDAS via EIP-7594, simplifies smart contract creation with Ethereum Object Format, and enhances scalability. * RISC-V proposal : Replacing the Ethereum Virtual Machine (EVM) with RISC-V as the virtual machine language for smart contracts. This change aims to improve the efficiency and simplicity of the execution layer, addressing scalability bottlenecks and enabling significant performance gains. # Tl;dr: * Ethereum's average gas fee has dropped to a record low of $0.01 * Transaction volume more than doubled in Q1 2025 compared to 2023 * Ethereum may be poised for a price reversal, with the Stochastic RSI indicator suggesting oversold conditions * Upcoming upgrades, Pectra (May 2025) and Fusaka (Late 2025), aim to boost scalability and usability, potentially solidifying Ethereum's role in crypto payments. * Ethereum plans to replace the Ethereum Virtual Machine (EVM) with RISC-V as the virtual machine language for smart contracts to improve efficiency & scalability 
r/cryptocurrency
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r/CryptoCurrency
2025-04-21
Z0FBQUFBQm9DbVhRcl9YdEZZSVZ1bTdLUnFseWVHM0ZfZWZwSkcwZTM1SVktSzU5WThDZlRwdWNpWmhfcmJtNE40T1lLamFmOElfTGc4eFNUejZ4MmF4d2hMc1ZmaEU4akE9PQ==
Z0FBQUFBQm9DbVhRR1Q4ejlDNjNvbENKTDJieGdhZzVVYTFLR2VpdkVMMnhNeVFHblA3ZXJZTGhwYXVnV1RuaE5WRl9FMjFuSURVTEw5Y1haNzJSQVFsM0dCc1pZS1ExTWtISTZYNEM0UnNKS0xuUXJ0c0pLQTlkLXhXM2FMeHkyeGowYkpBOWo4RVdtOW1iYTlxemx1TE9BVE13T1pDd0pSd0syUFBUZFVsdmVEbGYtQUwxNS1QOFlhUXY4bnI0WHN6TWJScTlndmVOcjJFSDBWLUk1dUNaNlhQRHR6Mk5lZz09
Anyone here has experience with Shield Advanced mitigating UDP attacks? I'm talking at least 10Gbps / 10mil pps and higher. We've exhausted our other options - not even big bare metal / network-optimized instances with an eBPF XDP program configured to drop all packets for the port that's under attack helped (and the program itself indeed works), the instance still loses connectivity after a minute or two and our service struggles. Seems to me we'll have to pony up the big money and use Shield Advanced-protected EIPs. Amy useful info is appreciated - how fast are the attacks detected and mitigated (yeah I've read the docs)? Is it close to 100% effectiveness? Etc.
r/devops
post
r/devops
2025-04-21
Z0FBQUFBQm9DbVhRQkJKS1VpLTQ4dGwwcmlGbzFqbVdxUlRiTzhqRW01YmRTazlVRUZtMTlpT3kyTzRYeW45TGJRaE1hZTF0ZHR5c3RZWkZjMmJNNFo0UWU5eE5VZ3B2X1E9PQ==
Z0FBQUFBQm9DbVhRQWlrRlRiMHB6ZVJwT3RlMUoxampzc0lYXzdZTzRaRktGVjdFV3E0Z2lidlhZNjJuREdjNkRxYkdMR2NzVzJiSVpuRmZ5MUxKWGIxZHNvdmlkMUlfQzlzQ2MyRkdZU1BTNUljdElJU0I5Ty03ZWdwVDF0RkdfU2VvM2ZyZUJHbnNVOXRkbVVySmNLYlloZUJtWVUxZUFfOUZIT3ZKeHc4T0xweEkzZWdqX0RoUkY2cWppMVE0YzQwU2NSb0ZYN1hB
Thanks for the question! LlamaParse is a freemium solution that is not open-source (except for the client that requires a LlamaCloud API key). I've compared with most popular open-source DOCX processors in three areas: DOCX-to-markdown conversion / raw text extraction, granular element extraction with rich metadata (e.g. paragraph style, position in list, etc.), and embedded images extraction for vision input. Please see a more detailed description here: [https://contextgem.dev/converters/docx.html](https://contextgem.dev/converters/docx.html)
r/legaltech
comment
r/legaltech
2025-04-21
Z0FBQUFBQm9DbVhRb1VIdlBUSlhVZXc1WFVua3p4aEctZFU5R01JbjNPVEwybVFRS1l6UG1hUnJneHFHZE1mQ1djOXJGNmxvVEFaclFzZ2sySVNMTVM3bEU4cWtWTlpra3c9PQ==
Z0FBQUFBQm9DbVhROC1aaW4yYUIxQmgwaVNlaUF2cnN5SFJldFdBOXpmUUlZclpWYnFfLUJ5MElSVUR3TXQyRFcwZXBHenpCM0NBYXdzb2MwN0ZuM19weURvNDZOWUVVVzVfLXF5OHNIRk5MMHBlaGtLamVFX0tIdDVmWkNKd2w3MUttMTY0Uk41b1UwVW1pRDl3RUtNdHJZYWdPc3czandWVUdZM3lfRjNuS2R0WmtNWW5qNWFjZzY0bnZoMFZTS2dpZy1xd05xZ3l0Y3hSVWp4N3Y1RXZtOGtVM1lnMG5Qdz09
I'm really passionate about **DevOps/SRE** — it's something that truly excites me. Recently, I got the opportunity to join a fully funded 4-month diploma course in ***Software Testing***. Now I'm a bit confused: **Should** I take this course to improve my chances in the job market? Or would it be better to stay focused on **DevOps**? Could this testing diploma actually support or complement my DevOps career in any way?
r/devops
post
r/devops
2025-04-21
Z0FBQUFBQm9DbVhRNzhmelh0SGRVRlBfWVltSzVDYXQ1VGZGRjBtM0xIczk3Mmg2ZUtCVzl6VXYtUzZMY2Z6WjByWWd2VWhNRkFTOU9Lc2ZjTmItWlktREZPWENfdjJoTFE9PQ==
Z0FBQUFBQm9DbVhRUmpVZ2E1cGVIVjFWTXhvQXNXLWEwX1dtSjZXLUZsMWd3bS14WURuTG9hNDBwaE5vM0xJbW1SY0VJWEplZzRFQ29qa0ZhZWM3MVo2bE9ENUtNcEhTaWFjMkVxcWQ0V2FfZ1F4bTZjRXhsX1ZGUUtoQjA0S3V4R1JrUU8yWHRQMW40TmJrV1Z2cVJXOTVaV3U4YVVNRkhpN0xpZWhNdFUyRGNOWlNlR1FlR0s0PQ==
haha! I think the face detection may pickup with sunglasses on and one eye covered. However when we switch to gaze detection that may cause some issues
r/deeplearning
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r/deeplearning
2025-04-21
Z0FBQUFBQm9DbVhRdUlLanY4T01OdU53V0tnWWxBUnBsaEpOdmJodVRvUzVobFJNX0JEV0Y5QUNLcDZVenZWQTQ1aUduSEhMTHdzNVZQdUdtYVJiT1hXSWlETzNDQ0owWGY2NVgtSTJWVTdrX0NoY08tUG4xRTQ9
Z0FBQUFBQm9DbVhRT2ZnYllsc19mTm5kc3pWVVhzNU1mOEk4MVl2V1Y4REMteU9XbjR1cUNoNDhjUHBTUFJrNmVZNGt0U0ZTNXZRRlpSUlVONWF6UUM2NjRQWXVIN0xTZHkxb19FR3BqaWFmMHBYNjZsb2s1VlJ2Q0lmRzE4U1pkR2Q1THpNR3pIb0xMNUpNYS1rNjJEdjh4VUd0aW5oT05VbU80RnVlaURhLVN1aHBNMHhPYmg1TFc5QjA5MnQtQlMtRGZ3b1pNZ2w5NjNudGFRVjRCZmpKVGNuWm1mdG9DZz09
No matter what position I look at, it is so rare to find a company that you’ll be employed with for 20+ years. I’m starting to feel like this is a big waste of time, what is the point if you will be fired or laid off in two years and start all over again? Will the IT field ever be as consistent as a trade?
r/itcareerquestions
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r/ITCareerQuestions
2025-04-21
Z0FBQUFBQm9DbVhRNG5IV3VDU3VlNWk1c1lpT19fdUcwWVZMY0JlRUQ3a0NmY1kwNndOUkMtWklYX3lBaVR0aXVCUU9TWHlkVmNJdVg0Q2FRd09HVlpuOWNnY05CYjM5OFE9PQ==
Z0FBQUFBQm9DbVhRcXVGSFp4MVpkYjVBM0d2VDVJY3M0YXMxajlXYm5PWFBZWVhib2o3eXhiRlZJbWswdlhza1gzNC1vR2lDd2JDaXRfZ3k0eTYtZDNiQ3lPYlhWWTI3ajhqRlJKNU95M0lJTTV2eUd2VlZoTFd4R3paVFZZYlhMTjR5UndTUVRCNXRNOGNUSUxScnlNanhQTXdkMnZMYTJwVWNuRjlpZXZJbTBIaDNiR25Nb3VMQ0lpU1ZOWmtRTzhOQnhVQ3VpRVZw
would it be okay if we talked in DM?
r/deeplearning
comment
r/deeplearning
2025-04-21
Z0FBQUFBQm9DbVhRT28zQ3Q5b1BMdUdBZ2lxSDNoM1pEREYtUEtfTlhnZmltZ1JPQk04Z0FGYUIyMW84TlFGT1EzM1dCVEpYeHJqbzRMbGc4NlZqUUNJeXY2QXpWZzAwZmc9PQ==
Z0FBQUFBQm9DbVhRSDQzSEZ4cGphclVEYkFiTTFYY1hfTjlvNWZ3NEhkWUFpUmJXQmhhX1NnU0FCV21SUjlZelNpbkt6N2J0RVl5SW4zaEZCNl9lcFQ2eVc5bjhtZnlsYzBDekZZTE1KNUdyOXlFME40eEhSTjJCb3ZBM0hEQ1NzRXlzdGZVYk84bkVIb3BKdTJSLS14eHZSdnNUZjlVd2VmaFNpc3dJMjRKQldpNzBTNFlBTFZLUE5kamk2blhCS1ZOWFpVOEtXazhLSXVMVXRFTTV6UlJNZzRSbW13UGdyZz09
I don't think it's been officially mentioned but I've heard some people talk about that possibility.
r/deeplearning
comment
r/deeplearning
2025-04-21
Z0FBQUFBQm9DbVhRaWtad2hGU3V3bll2cDlYV2l3d0hKYXN3REYwY2g3MkpQdmJYbkNQc05ySHZFSXBnVmxIbEZ3bmI0OE83LTk1NHEzYmZzSXBfdFN3aEt3anFWVDhPOGc9PQ==
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I have a new DS starting soon...modalities change and all of that, more importantly, for those of you hired in the last year, what are some things you wish were presented earlier than they were ( or things done in general)? Looking to make this a very positive experience for the new employee.
r/datascience
post
r/datascience
2025-04-21
Z0FBQUFBQm9DbVhRaTJMU3pYeG9SZ3RvQlk2dTJIdVN5RXRJQ3Z1X0JTRG9MeUpjOGJSMjZrT2NvTWEtR3g1Z3dXcm9IZnd3SWF4TDZlbjFaNjhQSEx4TmdjQnd3X3Z6Q0E9PQ==
Z0FBQUFBQm9DbVhRa21JOHE5Q2FyUFNIYkRJNDNRbl9tZWlpSkF4UFJXSXMwRzNNTzY1cktwMkNYeHFqM2ROMnBVY2lyZ0RDalJCcmVLekIwakJscktsTEhVNUhqWkxLVmU0WXB4SVdTeU5DSFBpRlBTd1ZfaUxhQ01sODNWY01DSzQ2S1JFYUtKM0Y0RDR6VVE1MVgzMzFGZGZXRTZ6bW9FaU55TkZtemN2Tms5T0ZGdGVlQ015b21vM0M2a3c1NkVVZkp5aEV4N2NU
Sure, feel free to send me a DM
r/legaltech
comment
r/legaltech
2025-04-21
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Z0FBQUFBQm9DbVhRTkN6dnBvVF9qcFQ5NFAyQkloUTMyc3Z4Nks1UmEyVjAzdE5nMmdLNlZmZ3VrUnpEYjFkUGR6M2Q3MlhxZ012V1VIVFdVNzhncmZCVjVpRFN2ZEpTWjJPcHU1aThpYnJiYmt4bzQyenZWNjhGd1VEOXZYVXhVa0I3ZktYNmZqRmF0SjFUNnF2a2JfR2dLVjBNMlQxTzg1Y0dPeTlQYy10Zi1mbEotRWRGYzdhWmh2Q0FrU0w4RHBfc0JXVkpwa2FuRGUtRHM0WWYzU09rZU9vd016cWx0UT09
Southeast Linuxfest is a small community conference held on June 13-15, 2025 at the Sheraton Charlotte Airport in Charlotte North Carolina.
r/linux
post
r/linux
2025-04-21
Z0FBQUFBQm9DbVhRb1JtRElrc0dLN1NCOFZOeHZ3dzFNSGt0MUlJdERTLWRLcGdSdDNzaTBzdG84RTZwYlNpZzU2R1RBVlpQVUpta2xvYk1ObjBCM1dLSzFBMEl3UmJXbHc9PQ==
Z0FBQUFBQm9DbVhRUWFRV0RSVWp0VFA3cnUxZ25CWDRuVmRocnBWcDVOLWduX3JEb21DTUloMkc0TDRGMUpzRWRuTnhfd0Z0aVJrVWhnQzVZWFJHRGJOU0JNMFhiT2hkcUctUHp4YUtUS3dITUkzaWMtMENRdktjSVpGR29pdnkyNXl3em9LWDEySFVoMXZqdTNIVEpjTjdfTzZwYUtPUFFZVjZ6VUQzcV8yQTAtOXB6NF94YUFCUDNwTVRRc1ZWUHI0ZjJ0MFBpR21MTHUxOTNWRHVqa3huSzVUMURDTjNhdz09
Nice
r/polkadot
comment
r/Polkadot
2025-04-21
Z0FBQUFBQm9DbVhRRzJ0SGlCRzBJUmxyWGp1MDRvNHlXR19JU3Z1ZGlueFFWdEp3R3pSdlNrMU44bmpfbHpFaHQ4X0c1QXpQNXRkOTYyMVZpcHdpbUhFUk1fMWRKZlFkcnhKaGQzSWJLaWNJUXdtX0tXcWVYVU09
Z0FBQUFBQm9DbVhRT25fWFg4YXgwZ1lBUU9TLVN1TGQ4R09CRlp3OEpXc292a1M4WVViTGNETHRnRVB3ckF6cmV1WmNQZzBHYldyRGlOLTZ6NjNsaE9WMlJJN2VrWDhSVGE3bVdtblJRakM1aC1PYVMwRFVhOHBIaXFMQk1QbzBucVkzMURSYklBbTZFQTEwbjFpQlprb2RzYXBkMmVwQzR3UDB3SE5pWElQeGh0MzllR3B1VXl5LWtsbGNSdFFoRU1hR2RzVTBkYTd1MFV6b2RRcTU2Y1BJVHlseVptVTVWZz09
That [tao.app](http://tao.app) is awesome! Thanks for sharing
r/bittensor_
comment
r/bittensor_
2025-04-21
Z0FBQUFBQm9DbVhReTVlU1p4bE9KODN2aW5kYzZEd0pVcXlUNmE4UWxWSEdjOXZ1UGgzRG1BZkFvQXJyblZ0MDY5ZTBIdVA1T2JXMmp4dGtmV0xJUjRubUxlRnJTZU5ZMVE9PQ==
Z0FBQUFBQm9DbVhRMUxnaFlnZnNxaTVZa1NtY0Z2OEFtcE9ULVBRSlJJd1llaGFNS0FubzdTVUs4NlpPOG1jMUduWGpEX21nNmlERTh0MnJtSENsUkNDeENGZFFxNkdXczRPT2NNZmVLVGZ5Q0tTQ0xnTjBpcnEwVExOMW1QZE1YWHZ6amRxdVVuNFBZOVZlc0pDSmNaZmpyeVNBeUJWMXFvdDZEZEtmcWR1Wm96d21Eb2ZyVWl2dm1scXlvelJiRGRJdk9yMllZU3J2bE9oZzhTa191bndqdHFuVUVDeGNYUT09
Moon
r/bittensor_
comment
r/bittensor_
2025-04-21
Z0FBQUFBQm9DbVhRWHhSeDQycGVubThreFJOSTU5ZmxtQW9yUFlWZXpER0diZWxFUXY1eGVtUlFfZ1NLZ1BtTnQxNVF3WDFDVU9nbWswVUFRZTFSaVlmMjREQ09ZS3RjaXJXRjRBTThMX2FfT2lyVUNWRm9xQlk9
Z0FBQUFBQm9DbVhRT1R4cFdfektEdGhmeHlFTlJwOVlyRVV0bE02NDlzelQ3a2pQQ3B6MEtRejJXeF8weFNVS3Rxb2VjYlpaOFBGYnYzQnN6ekVHdTMzNjktSTRoSy02dl9PRmRyNjFoc3RYZ3YxSGZGMDFYVTM3dnNyVnBNWF9kSlBWZXNpQUdRdFBHWkpJVGJHV1hhMGQ1THUxQ2ctUDM0c3hLdmZFMUlQU1NCYkduLVd4V1hScFRhQ0hZUFM3MG00V3EtaHJqbGRQSmlKSGZ3TVJqbjZwU1F6bHE4Vzc2Zz09
Neat demo, but the camera angle can not see all angles that people can view the screen from unfortunately.
r/deeplearning
comment
r/deeplearning
2025-04-21
Z0FBQUFBQm9DbVhROUZISHNIRC16QzFxVzRzUllLRi1aQkhINFZLTGNqdWlaV0J4c2hDSjdDRHBJZ2tfa2FXdHhnZEVRMmZsZ3dJelJRYzVETnBaSkllelZSQVo2ckhfR2lmYWlKS3lGSlZtcHU0RERXZ3dBMFk9
Z0FBQUFBQm9DbVhRXzlYN2VhSkVEUXZxWFdPVlRfS1AtV2xQSzBJaWpVYnViLWtibHBVRlZIRVJjOWppNkw2OXlyQ2VNZmZYVm5SdEREdnhBVU5nTEx5Z2x1aHBteVZIeWJ6Tkt4a1ltWlpqWXlMRWxIcU9WQ0J1R19pdm5XczktYXNSdksxdHp0UnRmSW5BMTFSTHRoWkx5TEROT0J6R2tqeUw2b1NPTUo4ZXJ5NjVWOFY1V29KZmc0X0Z3TkJVYTZoY0twZ2dyY3NOWVRETGVDNmdMM3lTMktjMEVxY3B4dz09
Thanks! Yup this is a big limitation, the app is limited by the hardware of the users device
r/deeplearning
comment
r/deeplearning
2025-04-21
Z0FBQUFBQm9DbVhRUjJrcGJCakU1eXMwZkNUR0hNaU5PeUFTclgtMk5CbUFYLWVGNGo0cjVDVlhPWE5Ld3Jicll5SHVjMmhWODNndjBOMHJjR1pDeVBvNktyOWlqaWFtUGxhMTgzai1BV1NsdU4zUkwxSFJJbDg9
Z0FBQUFBQm9DbVhRX2pfVDl2WENHclRhdVJ2QmNMb29Ebm1WelU5UWJ5cE42ajl5OEtRWVVJMTIwNTJyYUlPX2pvUUxKV0xDTG5GRVdQTXVFU0g2N3pSX0xoNXZZUWxEUXJSODJONC1UbFM4OFpJMTBDMFF2cldya0tENGFpMUgya2l5NXZRRzY3a3o4TUlLYkdLVGFGRVBPNG1sRHZYQndibVNZYUgyZWtON2JsWlZTYXUyQ0ZNTnI1NVREZkJkSDF4MTB2WUFXa0hXaVpPU0RWcHI3TUZZeC1TYl8xNWZQQT09
Never ending fun in solana land. So is solend.fi defunct? Because I tried supplying 1 bsol and it took my bsol yet the website still thinks I supplied 0 bsol. So I guess I am now out 1 bsol because of a shitty outdated defi service?
r/solana
post
r/solana
2025-04-21
Z0FBQUFBQm9DbVhRTWFTQlRaNF8yNG1oV09fUGw0UVBhRmdUS2FPUTRHdHdzZVBleVdQX3NqalAyY09LRzVJaFpXZXJ5aHpMZ3JRSzRwMTNOcGlhQ3N6WFo2d01kcFE4dWc9PQ==
Z0FBQUFBQm9DbVhRMFpUamFjQTc4eFZHeVhQNUZndjM0SS1GQ01iclVJTHVPNUEtaEZLYzBYcWlWZXJFSE9YdGJfN1c1Z2ViaTdUdXcxQVVydGxuVkg2WlRqSU95Rk42Q2dlNmxjUFJUa2EwdDV3Tmk4ZkxYenpNSVVERDhMTzR1c29GOWZjU3pTSURNWTFJcW4yQy0tNUlEcXN4R0U5OXQ1Y2pNZFpXQ21ZbElLNzZTVTJabUFSelRfc2tPaDY3QVRBemQ4SkJPeVl2
I dont need monero, but if I ever needed to use it, I wish I knew how to check if this is legit, then figure out how to swap on it.
r/bitcoincash
comment
r/Bitcoincash
2025-04-21
Z0FBQUFBQm9DbVhRM2FWc283S1pFRDZFemVUTGl2YTlsZ3AxSThhSjZacXpoZTE3TTJyNGF3MDFwODFfR0RsRlBmemFPTjNjWlJpOS1xVnQ5MWhmenI3NS1ocnFnaXFYZXc9PQ==
Z0FBQUFBQm9DbVhRZHVnRml0d25HaUVnNDNaSlBORGdNeVVnS0llVUluVmQ4R1VITFByVnMwNEZtY2ZZYkhvYVVQMjAyZ1I2XzBVRTNORFBRdG1HdTNBd3ZRWDR2YVNvMngxMks1ME5aLU55VHFvZXdEdWFpaEdmS3gtTjFDYlRXYWVuQmFTNE90T005bXBPcjhBR1pEeXpmX3JBN2ZYdm5MbHo4NHRmUUZoUXcxb1VmdWtLdTVBT3N4em53elV3Mm5obmFYMFhKNlZIVzRiOGp5Umw3Z1NzeEpZdzU5Y0hwRkVsMXdfZENPbExNY05vTjZ4SUhqbz0=
The title is rather abstract. I was wondering what people actually *like* when it comes to configuring their favorite software. For example, you could configure through some custom configuration language (like i3wm or ratpoison). Through a GUI/TUI application supplied on top of the application itself. Or through a standard text format like TOML/YAML etc. And then there is the special cases like suckless terminal where you edit the source code directly. Lastly the cases where you have to write some scripting language like Python/Lua or a made up one like in Vim. **So what is your favorite way of configuring an application?** It probably highly depends on documentation. But I want to find out what other factors are there.
r/linux
post
r/linux
2025-04-21
Z0FBQUFBQm9DbVhRckRlQS1LNTN4VFBQZ2lwaWFJSWkzdVUxUnkyS0pYeW9KYmNRUThUQzlUQm81Q3BFcWhKbGh6TDNvV1ZBUUs4VHVGQ2w3V2FLYzhMakpCOUtCRjRqZmZPbkMxVlRYRjBJRkVudXVwWlIzV0E9
Z0FBQUFBQm9DbVhReEdGZ1UwdGZKNnpudEwyWDVKTFZTUjhqOEU2UjNpMnRkVUdzSFBFSHFyVnJvZDVuTlpxbXJkN0pfRGs5d2VDRDRrbGh1ZDhuUnM3VGYxemhZcDJqU3pHdUZRdTRqanlwdlpxLTUzLUpUcDBTemEzNVd0T3hBUW1wcjdzQjlDSndqTEphMDBzT2xFV01JdkV5WGdpNzYteHREaU5Xa0Vlbmh5cEJwZzhkeGJiai04NjVreW5VVXVaVHowN0NTaFox
Crazy week ahead. After Trump doubled down on his trade war and started openly threatening to fire Jerome Powell, the dollar has tanked to multi-year lows, stocks are down, and both gold and Bitcoin are surging. Just today, BTC jumped from under $75K to over $88K. Gold hit a new all-time high too. Ray Dalio is warning we might be heading for a crisis worse than 2008, and even big analysts are calling Trump’s moves “apocalyptic” for the market. With all this uncertainty, it seems like Bitcoin and gold are finally getting their “safe haven” moment as investors flee the dollar and risk assets. Do you think Bitcoin will keep rallying if the chaos continues? Or could the market instability drag crypto down too? Would love to hear how you’re all positioning yourselves for the next few months
r/cryptomarkets
post
r/CryptoMarkets
2025-04-21
Z0FBQUFBQm9DbVhRSEpNSXRFVFNsTERqVHRvQUtHRjBMS1Nmck1Id08xWGtQNnk1VEJHWHZmd3AxVzNQWG5EQmxTUU9PY2VVeUtHcUh4V0hyQTVMbjdzeXJVa0hqS21BQUE9PQ==
Z0FBQUFBQm9DbVhRX1QtbnhHODdWckJqa1BVQWpVMGQ2M2czT0xyMFZCdktETFRRSGZDd0k5c1IydlVtdGpESk43NjUzclU3OUZYOXl1NHVvbUFrc1BzVEY2YzNGOTBoU0dSUkhIMzU3TmhYN2VtX2xxbEptWXlQLUxSSW84RDhoNGg3Q3ctTFNEbzFzdEtWcmNPQk0xWktnbV9HREdxTGYzaW1zYk16MktMLVk5RGxTQ0pCUXNOaURxWTh1a3o3VC1TMjB4dVM1b3c1S1VkQ0stYzk4MmJXYzVzVkhPWmgwUT09
I’m in the final stages of a Fortune 500s hiring process, they said they’re drafting an offer letter. They asked me if I’d be willing to share my current salary (learned they phrased it this way because it’s illegal in my state to outright require it), and I think I blew it there. I should’ve just said no. Right now I make $25 an hour base ($52k/year) with bonuses taking me up to ~$70,000 annually. This seems like an abnormally high hourly to bonus ratio compared to a lot of others I see here. Not in sales. I made the blunder to disclose that I made between $20-25 an hour, but emphasized that I do get several bonuses. The position listed its range as $65,000-$76,000, and now I worry that they’re going to lowball me so hard, possibly even below the advertised range of $65k.
r/itcareerquestions
post
r/ITCareerQuestions
2025-04-21
Z0FBQUFBQm9DbVhRSWt2aW4zbkwwaFY5bkJ6SnctMl91NTFjeVc5RkRkZDhGYkotZjh2Uk9FeFEwQTZVMWw1am5XSlR4QzNjUldaVWhVZkFLY3VsdDN1YUlzeTREOEVkbkNLenB4LVRNLVhJRHVrLXNfZy1jM0E9
Z0FBQUFBQm9DbVhRWkZRLXN5bDJWQ1lVOENzWmNsTzE1UUVUa0dXdXZUUFBZalRCZFU5WW5TZS1DRmRtWGpJQUpyeHNYQVdhZjdnZ2JwM29BOHR3ZHhBZ1ZpTXdDZGtqV2hoc1VMQVpOZmt0cXNlOVhWempQWko2LXRPa2JpOGdLZUV3cEhBUlAyTVRqNTBUTFpxcDdFSDN2eGpVSnBVLS15SDFkU2l5dnhTd1B2ejRSV3o3QUp1OG9kVXctbzBZZTY3VDR0RWw5X3RWZUY1UGNFVlRsTzRBbG9CUEMtQmM1dz09
In the race for ever-larger models, its easy to forget just how powerful small LLMs can be—blazingly fast, resource-efficient, and surprisingly capable. I am biased, because my team builds these small open source LLMs - but the potential to create an exceptional user experience (fastest responses) without compromising on performance is very much achievable. I built [Arch-Function-Chat](https://huggingface.co/katanemo/Arch-Function-Chat-3B) is a collection of fast, device friendly LLMs that achieve performance on-par with GPT-4 on function calling, and can also chat. What is function calling? the ability for an LLM to access an environment to perform real-world tasks on behalf of the user.'s prompt And why chat? To help gather accurate information from the user before triggering a tools call (manage context, handle progressive disclosure, and also respond to users in lightweight dialogue on execution of tools results). These models are integrated in [Arch](https://github.com/katanemo/archgw) \- the open source AI-native proxy server for agents that handles the low-level application logic of agents (like detecting, parsing and calling the right tools for common actions) so that you can focus on higher-level objectives of your agents.
r/artificial
post
r/artificial
2025-04-21
Z0FBQUFBQm9DbVhROW9YZEVtMWxlcExRSmlVb01TcDJOWWtkQXlTNmJwQWZ1MHZnTXFNUXRpNWo4R29WZGotWkF2djA2eGZVWUFUeVBrYUVsNTZRNWpHc3ctR2dDNTVmSXl6Vk9ZR040X21vQkdhc2RmampQWEk9
Z0FBQUFBQm9DbVhRMWVWcWdGdV9xbGtuMTZ0eHVvTkNueVdMNDBsSDFjRzQ3UE9wOFJtMHdja2tpUDFZTzB2ekEtWkd4YWlxMVlEZE05UVB4QUtBLWdwT19OTU5iOFEyOTFZVmYxSjRBa1ZzajNMQnVxMkFmSVNlWnhJOGYzRHliWF9YV3l4dGx6U3ZnMUo2MC1nNlBXYlFkdUQ2dURoNklYaHREcXpSdHRkQWZ6akRadXdWT25PSW5Md3BjM05aeWcxcFh2RXo0SDhUcUZoNkMza1U1RzNjRnpsei1HQnZKUT09
What area? What stack? What industry etc…
r/cscareerquestions
post
r/cscareerquestions
2025-04-21
Z0FBQUFBQm9DbVhRTkRKV2FHcHpjNmh1MzFORndGcGxGbDZJVm1FTTAzblVlYnpsbVRhb281akNTa3hTcU5JbUt2VDdjcnlBMURPUTZjcU9PQnF0aHRISndhZkVlUFVRbnc9PQ==
Z0FBQUFBQm9DbVhRNm9xdWgxU0xBS2J0aU9OdF9USklSQ1V3bkx6eVo4dUZwWlhIMm43NEpYRWZmYkh0bVZGTVUxeUh3Ri1VNnF3bWxjSDJFamxSbGVBdzQtUXM1TWVMUVA1YUtkWk1heHRGWXktYzZ0TDNVZ3lveVlmTXF3LVd3czZ6NUlPWHNIc0c2VDhSZ00taWpwX19ncHhKbHE3a0YxMlp6akVhQXV6eGtFQ05aUzJKdDM5OHo5NVJkT1poMTZMbVNQRGxIZFp0
Hi all, some tldr preamble: We have a multi campus network where our AV (audio-video) teams have started leaning pretty heavily on AV over IP which is basically a ton of settop boxes streaming 4K over multicast for conference room stuff. Initially we had some campus killing storms where wirespeed multicast was flooding *everywhere* on unpruned trunks. We have since chopped up all AV network segments into separate vlans that only live on specific switch stacks. That got rid of most of the storming but the AV guys want to be able to manage their stuff centrally and they (or the equipment manufacturers) can't get their heads around separating management and video networks. So we started dabbling with IGMP snooping which kinda works but is a mess to configure and takes up easily one full page of ios config. Question-ish: A thought was to simply enable storm control on all access trunks on the campus cores blocking all multicast coming from the access switches hence enabling remote management of the AV stuff. Please go ahead and tell me if this is a bad idea and it will break all kinds of stuff I have not considered. For instance if I have storm control multicast set to 0% on a 20gig portchannel with something like 5gigabit multicast wailing on the other side. Will the core be overloaded with dropping a crapton of packets or will they die silently with a minimum of fuss?
r/networking
post
r/networking
2025-04-21
Z0FBQUFBQm9DbVhRY1RXck5xQWo5OXJ0azN1akI1TUxEdGpHdXJtaldvU3Z0M3BZUWs2a2U1SU1PdlNycENQXzl6MnpIR2tMOWd4NjhhTUgzRHhoaXkxYnFDT0g5R0pmWEE9PQ==
Z0FBQUFBQm9DbVhRd053d1R0VFZKemZid0VsVmpSZU82M3d3RW8xWUc5RWFZVXFoTDV5cU5ybDhVQXpmcHBUdlNEWHdZMjhFN1MycHZzejZqTnF5SXllX3RNeHNYYXVTR21keTJtSUpJei13V3RIZVB0X1hSMGNOSHV1SmtUU29uYWg0YU1BMTdFcnVyM21DZURYUmpnN2Y2TGJUdjc4THk3THdNcS1mUWxPam56eDBXTU8tYkcycGhhcVNIcjhSY2VzLXEwNEZ4dFZG
kinda seems like very few know how to code, since i see a lot of talk about purchasing infinity scripts or dogwiftools which only provide very basic features each of which i could probably whip up in a day. i'm new to solana.
r/solana
post
r/solana
2025-04-21
Z0FBQUFBQm9DbVhRMUNhZmlVdkRwSkxsMC1MVTQ1YU1QdjhWaEwwZklTS2FzbGVrU2J0R0ZWcENrTDYxZWN5cVQ5QzlfeUpvOF9Zd3hwa3FMUTlURU81SHAycmhKRlkxckE9PQ==
Z0FBQUFBQm9DbVhRRVFjTXo0b0NoOUNMN0wtS19sQnJtRTFMb2tMNHJpRTktdHROejJ2VzlEVmJxSXpvOGxoR25WZklxdG1yTDhyR25lTnB4YmdNWnhLdUdGNTdubHpURFU5b1ZnZElZYUZtMS1yNVZRa1VqVFBfMjNlZFUzYlZrOTlkNTJTNlFoUGNJZmlGcG5sY005WTFOWVhmSFpwZlY0aVp4ZkVhNXZKSWxhZHpIdHlyc3BCSklZdWZVU0RYajIxU2trSFdpVkhD
Pat is a known BCH developer.
r/bitcoincash
comment
r/Bitcoincash
2025-04-21
Z0FBQUFBQm9DbVhRajJtSm44Nkp6LTJMQkVyUE9leXl5TFlMZV9CdGlqU0VsSEtUY29rUmREMFZQbndWMHN6QXAwMXFaTU5RN1ZoREVzTUtxTmgtMS04YlFEaUFNN1FLZDI2XzRlaWlqMkZyaEZnaWVRak54bzA9
Z0FBQUFBQm9DbVhROTRPdEMwN0VrMVJlaE9uXzlsaHRtc0dxRDNCZE1jZ1FObVJWOXV0c0Y1SkZOTHJyUmN6Vkh1LXgyY3pOM0xCWWI3NFVSNnFTa0hwVzFPN1VwQlNMVkd6U0JndjhVc3ppWnFOcGpZVmplZ0lZVUJRS3hVQ0hpOW9Ram04NTdOT2dldHlCVWtfNUZFVmZaM1dJMjZNZ0RDNnozb1A1YzQzT0FEVzVEajh2ZDIyaHd5MGxMWkxwa0gyTHJPTGRvZVAtNVF1alhqZm1sd1phVnJyUGtxZTY2dHI0Nmd4RGZQZkdsTWd5aEx4Y05CVT0=
Throwaway account for obvious reasons. I have 3 years of cyber experience and I wanted to put myself back out on the market to find a better salary and support my family since my wife lost her job. For context, we live in the DMV area and I’m a contractor with a security clearance making a meagre $79k. Our combined income was enough to support our two kids but took a big hit since she lost her job due to DOGE. Our finances took a beating the last few months and we’ve drastically cut back on spending. I’ve applied to over 50 companies and I either get rejected or ghosted after short screenings with recruiters. I don’t remember the job market this terrible early 2022, did it get significantly more difficult to find jobs?? I read this subreddits wiki on how to format my resume. Could the issue be my resume?? Here is my resume if you guys wanna review. Go crazy and be blunt. I don’t care, I’m kinda desperate right now since my wife and I are eating through our savings accounts. [Edited Resume](https://imgur.com/a/QtobLJU)
r/itcareerquestions
post
r/ITCareerQuestions
2025-04-21
Z0FBQUFBQm9DbVhRLVJSeEhxLU1NVUU1RGhfQjFXLVJaM1dFRllEU1NrWGhOMXZ0SGZiYjZ5RVFHeFNqZERDLUdRMXVvVDBXcFVJNW0zVWlPUmNzenpxR21IUjFDRkpLUUE9PQ==
Z0FBQUFBQm9DbVhRZ3lkb19zc0tRRE5qV3pQVVhad1VSbHViMWFWQkpYNXJBZHA4SW5XVWU3bi1CN2JUMVRZS21Pc2J0T3dJbzJiejRsbjIzbGVtU01RU0NJbUNCc1dodFhHcklvaU5BblVIY1F5RENleThkOXczYWpXU1Q3UWx0djhtOUJhUXNYWFBSeWdXdVRRT0xLbjYtbnhWVFhNX1dCU3RodEVsbU5ONVZPOVFrTzk4MDN5UV9YWU02WTk3R1ZfOXJRNWFmZmJYYkNnYnk0TTBWaDZhZ1lUXzlPNllvdz09
Is anyone else feeling scared to make any career moves right now? I had a job offer lined up in mid-February when Trump started his slash-and-burn of the government. I'm in the public sector, though currently in an independent authority, that is less influenced by federal funds. My job offer was in a local government job. I can tell that these cuts will eventually trickle down into state and local government sectors. I enjoy public service, and frankly, I need the good healthcare benefits due to a genetic blood condition. But I became so freaked out by what I saw happening/coming in Februrary I stayed put. Now I'm still in my job of 7+ years where I'm stagnating and not aligned with my narcissist boss at all (who couldn't care less about my career or growth), though there are perks in terms of time off and flexibility (I have 1 toddler and 1 tween, I'm in my mid-40s). My husband owns his own successful consulting company (specializing in housing), but his main clientele is also the public sector (nationally, state and local govs). I guess I'm just casting about on Reddit to see if I'm being too paranoid/cautious? Anyone else feeling the same? Honestly at this time in my life I have the savings and need for even just a part-time gig to figure my next move - to just breathe - and rely on COBRA for healthcare, but it looks hella dangerous to do that right now.
r/careerguidance
post
r/careerguidance
2025-04-21
Z0FBQUFBQm9DbVhRbi10MFBQeGd6R2xHMWt6TFpMajdESXdOeWtBcUFZUEQycHdhWi1fblZsekJfMnlRT0hWNk5UYXFHa3J0dzA5YXZfYkhPUEQ4ajJzSmVMaFd6a25yNFFnd2pZalcydDFScElEWnhWa1dRa3M9
Z0FBQUFBQm9DbVhRR195cmQtYmlBeGcyWW1FMkYzMkwtM09tWEFNQlRmRUM3c0NScVF6WWg3dzBPYkhNblVVNVZLenl5MG1VbUVCS0I5cWZnSFl5dk56WGJENjFnZDl4cHBzX2ZsSk9hUjczZy04T3pvUVlMVjc1czhwYnRpU2JuWTYwVERfeVFjLUlqem56R2RQaHYtMG5zWHctU0wtMHhvZ1FlemtBZ2dRMXZYbUl1RmVKZUtKMnBPNWFoZ2xnekpOcVhCdmY5M2FxLTE1dlpLMHk5UUNVb204WUhlaU8wQT09
Does anyone remember that old Samsung Galaxy S4 feature, Smart Scroll, where you could tilt your phone or head to scroll up or down depending on your head tilt a couple of years ago? I've been looking for something similar for way too long but never found anything remotely similar, so I ended up creating a project for fun to see what I could end up making about 6 months ago and decided to bring it back as an open-source app, but better! Introducing **MotionScroll**: an Android app that lets you scroll up and down just by tilting your head. It uses the front camera and ML Kit's face detection (all processed on-device) to track your head movements and translates that into scroll gestures via the Accessibility Service. Perfect for: \- Reading articles and other media hands-free \- Next-level doom scrolling laziness \- Following recipes or instructions without touching the screen \- Anyone needing alternative ways to scroll due to accessibility needs \- Just reducing thumb strain from endless scrolling It's built with Kotlin and Jetpack Compose. **Project:** [https://github.com/ayxse/MotionScroll](https://github.com/ayxse/MotionScroll) (Feel free to contribute or just peek at the code!) I mainly created the application for personal use with mihon (an open-source manga reader) since I have a stand on my bed and it was getting very annoying having to scroll down with my fingers or pen, I figured I could publish it for anyone who needs it for some similar use cases. Also, heads-up: I'm still learning a lot about development. **If anyone has any recommendations or feedback on the app or the code, I'd really appreciate hearing it!**
r/opensource
post
r/opensource
2025-04-21
Z0FBQUFBQm9DbVhRZkZTdzFlcGVGOGYtWFNlenp6VEpGWDBHaW00MFp4VEF6NkVINV9YVnk5d1RFQ0xSZmtLbGo2ZGxyVmxDT1ByNERHYzgtNHZScElTZndQSHNGYTU0R3c9PQ==
Z0FBQUFBQm9DbVhRb1FPcTUxUzlmaGhGU3FhZ0pNNER2R0l6WW1hSEdSckVOOHBDV29mSEFTTXBtaGoyX3dYaWtSQlZZcUxDeF9SVFB5SkhhY01JNGpWbVZJWklBOXlMSjhRRk5zNHh0Y19Yb3IzVVhpajl1UHNvNzJpWWpxbVVEekUtb1FrdGVQWVhjQVc1TUxVemZhYjM1ZFdZNWk1RTk1Q2RKQmJLZ095VUZ3b1hlclRtT2E5SldCVWl2a0ozQ1RTVXp3cUZNdEJzWVJ3WmUwb1d0a3I2cEdXbThwanBoZz09
I've been out of a job for 8 months now. I've applied to many jobs but only received 3 responses. My GitHub is a little barren and I know this is an issue (one that I've been trying to improve). Also, I've been slowly adding more projects to my portfolio site in hopes that this will help (working on a really cool SaaS right now). It would be super nice if you guys could give any advice on how I can improve my resume to appear more competitive, or any other generic career advice for this industry. Here is my resume: [https://imgur.com/a/WtspHP7](https://imgur.com/a/WtspHP7)
r/itcareerquestions
post
r/ITCareerQuestions
2025-04-21
Z0FBQUFBQm9DbVhRdG90WG9US2hUTmJtakhUa1lXakJGZ2lvSHlKQkxIc3FvRlFiS3AzNlNnSlZPTjc2NWxCRUVLaVdPc2lWbkhPT2Y2Mms4S2RKVi1DZnVjbjBIUnZUWEE9PQ==
Z0FBQUFBQm9DbVhRYWM0Mkp5QVc3ckZ0dWREYVdKNEdBVlJKT2dqR0lQOFhjN2FraGxIRUhPQnZvQkhpY3JHSEJVaU9BaTZNa0lldjkzRnNLcjJUeGN1dHdQNlFkWlc4U2hGMllINnJDb2NrTnpxNU94RDNuYjlQRWtzLUM0WFZYb2lMZFktOVNINlZ3dXJ2cWI0d2FkZmFRa2U2SkJHTThZSWtNSV9RR2cySW9LVGVsWnFQdTR3Vm5XVUI3c2swQVBWRUlXalVTVDRVSHhlZlg3UmJVbVB2SjlmUnJDNHNXUT09
I’m currently a maintenance tech at an Amazon facility I’m about to finish my associates in automation,robotics,mechatronics I wa planning on going into controls and figured I’d be ahead of the curve LOL but most of amazons profit comes from the data centers anyways and there’s some being built here so I want to get a job there my experince is mostly on physical repairs I’m pretty good with computers I grew up with them but I was looking at becoming a data center technician that seems like the most physical role In a data center so I think that’s my best bet. I was thinking A+ server+ security+ are there better certs?
r/itcareerquestions
post
r/ITCareerQuestions
2025-04-21
Z0FBQUFBQm9DbVhRRUdwWkdyQVJBVjFFTnBITEVnaGhJZlVBa2xFUnBUalFFQkhfQ20xam12MnZpcko3T1RFSk9BaWsxN2pvYjFIby1tRHhhZy1nSEVlM3dwVm01S00zTGc9PQ==
Z0FBQUFBQm9DbVhRMWc4clR0Sk1Oa2E3dDFVQXMzMzgzbE1ndTZNUHluWkoySGRzc0UtM2RPTUYtOEp4RzZXU1VQX0RUa081Z1hrS01EOEZSenBwZkt1RWdrVElDdVhVZ3E5S3pWMlBYUmF1Y3EtWGdVLUd2Z3dZRmU1SEppUWdCRkVkZ1NQTWtLcFd2aXQtOUhqdmNxRFFxY3VYQkdfd1RGWlVxNUs3SEJKNXo5U0VrcEpsZnZVRWowU0Zoa09uOVVwVDI0bkhxZlREamNZUGNaMXFPRENYR1JXTUNWWDgyZz09
These are the democrats. The republicans tell you how awful you are but the democrats will lie right to your face.
r/wayofthebern
post
r/WayOfTheBern
2025-04-21
Z0FBQUFBQm9DbVhRcTlURTFjNkE3ZzloZW9aRjVlNGJXNkhHS1EyUnNRdDA5bmN0X2lSYzc1ZnVPY0daUC00UWktX2F3cWlmQzhwYmVHZXBuWEQ4NTMybnR1WVpRYUN3ZVE9PQ==
Z0FBQUFBQm9DbVhRN3BZU2xSS0pFVFk2TWpQZDlyajNuY2tsZW80bmlMRXdlbmkyZnIxeUFfekVPdHRZQ3V2RWsxQ3JtbVlob0NqQ21EOGZSb05FQmNObnRwcVJackw3bE1XamZCN0lKd2J2a01xbUxqWGpUNkJmZVMwa3FrVHNwV0NNNTQ5Q1lWRzMycmpQaGpnclpyaFh0RS1qREdYUER3ZlNtWHhqN2d0X3FYZ245U2FLYlNxbFcxM1hfamgzVGhTQ051VUZsUnI3M3JiMjlNanlDcVV4cHZ5N09lcHNpdz09
**Welcome to the Daily Crypto Discussion thread. Please read the disclaimer and rules before participating.** *** &nbsp; ###Disclaimer: Consider all information posted here with several liberal heaps of salt, and always cross check any information you may read on this thread with known sources. Any trade information posted in this open thread may be highly misleading, and could be an attempt to manipulate new readers by known "pump and dump (PnD) groups" for their own profit. BEWARE of such practices and exercise utmost caution before acting on any trade tip mentioned here. **Please be careful about what information you share and the actions you take.** Do not share the amounts of your portfolios (why not just share percentage?). Do not share your private keys or wallet seed. Use strong, non-SMS 2FA if possible. Beware of scammers and be smart. Do not invest more than you can afford to lose, and do not fall for pyramid schemes, promises of unrealistic returns (get-rich-quick schemes), and other common scams. *** &nbsp; ###Rules: - All [sub rules](https://www.reddit.com/r/CryptoCurrency/about/rules/) apply in this thread. The prior exemption for karma and age requirements is no longer in effect. - Discussion topics must be related to cryptocurrency. - Behave with civility and politeness. Do not use offensive, racist or homophobic language. - Comments will be sorted by newest first. *** &nbsp; ###Useful Links: - [**Beginner Resources**](https://www.reddit.com/r/CryptoCurrency/wiki/beginner_resources) - [**Intro to r/Cryptocurrency MOONs 🌔**](https://www.reddit.com/r/CryptoCurrency/comments/gj96lb/introducing_rcryptocurrency_moons/) - [**MOONs Wiki Page**](https://www.reddit.com/r/CryptoCurrency/wiki/moons_wiki/) - [**r/CryptoCurrency Discord**](https://discord.gg/ZuU9Gqeqmy) - [**r/CryptoCurrencyMemes**](https://www.reddit.com/r/cryptocurrencymemes) - [**Prior Daily Discussions**](https://www.reddit.com/r/CryptoCurrency/search?q=title%3A%22Daily+Crypto+Discussion+-+%22+&restrict_sr=on&sort=new&t=all) - (Link fixed.) - [**r/CryptoCurrencyMeta**](https://www.reddit.com/r/CryptoCurrencyMeta/) - Join in on all meta discussions regarding r/CryptoCurrency whether it be moon distributions or governance. *** &nbsp; ### Finding Other Discussion Threads Follow a mod account below to be notified in your home feed when the latest r/CC discussion thread of your interest is posted. * u/CryptoDaily- — Posts the Daily Crypto Discussion threads. * u/CryptoSkeptics — Posts the Monthly Skeptics Discussion threads. * u/CryptoOptimists- — Posts the Monthly Optimists Discussion threads. * u/CryptoNewsUpdates — Posts the Monthly News Summary threads.
r/cryptocurrency
post
r/CryptoCurrency
2025-04-22
Z0FBQUFBQm9DbVhRbTBrNEpVWnlCMDN5TUZ1VHNPZ3FBQzhZUVJWVFFGUEM0WGtnVHBidFBjVDlaRFU2eGp0eHVvdFVGTGRCREZMUmlsbDBaTnhMcVFFeG5rZHRtb2xJNWc9PQ==
Z0FBQUFBQm9DbVhRVjhuQ2tPOFhYOFVlUzJISWtYVTYwOFlpOVVZTUNEWDRzbERRLVhpS0lEejZwNlBnaTB4eHNCRnMzLU5nNmZ2SFp4VUF0RlhYYmRTZEwzS0d6d3lNX2k5Y182TGU1bDR1RURsRjhRaVBLeklHUExxckEyVjBLMS15R0xZLVVuTmhsa0VLNnI4UEEyS2RMQXN3bFJubWUzendmU2RGM2V2YjhTMk1KZEhHQld3WHhHYndsamttd2F5VjBSdjlGQVdiVVpCcG8za0Y0OGxHRV8wVlVkSEZ5Zz09
Welcome to the Daily General Discussion thread. Please read the rules before participating. --- ## Rules: * All [subreddit rules](https://old.reddit.com/r/ethtrader/wiki/expanded_rules#wiki_rules) apply in this thread. * Keep the discussion on-topic. Please refer to the [allowed topics](https://www.reddit.com/r/ethtrader/comments/1fyb8rv/rethtrader_automated_topic_limiter_topics_allowed/?sort=new) for more details on what's allowed. * Subreddit meta and changes belong in the [Governance Discussion thread](https://www.reddit.com/r/ethtrader/comments/ogugf9/governance_discussion/). * Donuts are a welcome topic here. * Be kind and civil. --- ## Useful links: * [Newcomer's Guide](https://www.reddit.com/r/ethtrader/comments/1ftnx4t/megathread_comprehensive_guide_to_rethtrader/) * [What are Donuts?](https://www.reddit.com/r/ethtrader/wiki/donuts/) * [Donut Dashboard](https://donut-dashboard.com/#/) * [Discord](https://discord.com/invite/GCqpyAnmDa) * [Advertise on r/EthTrader](https://www.reddit.com/r/ethtrader/comments/1glv2on/have_a_product_we_have_a_platform_advertise_on/) --- ## Stand with crypto! In light of recent events and the challenges faced by Ethereum and the broader crypto space, we'd like to draw your attention to Coinbase's 'Stand with Crypto' initiative. It aims to promote understanding, collaboration, and advocacy in the crypto space. [Stand with Crypto Initiative](https://www.coinbase.com/public-policy/advocacy/standwithcrypto) Remember, staying informed and united is key. Let's ensure a secure and open future for Ethereum and its principles. Happy trading and discussing!
r/ethtrader
post
r/ethtrader
2025-04-22
Z0FBQUFBQm9DbVhRLWY1dmxXUHVqejZiaXFGYW9TdURpWHdGcjNFNzk4SHlzUU5Uemhva3I4NXR5bzZCUVU4MTNBZ1FhcG9FZ0hrUlZ0eFB2YTZIUzJQTTVsZVU3cFNUV0E9PQ==
Z0FBQUFBQm9DbVhRZ2xUa3lUdE5FcjQ5SXJEUl9adTBNUE95SzNTOG9YWEpNcUx6ZFlpTHh4TDlTaVQwNUV5WmEwQjlXWkxQaDN2NjV0MlJPWkpkSWNIc1pZVVpvVi1XZDlTOVBSS2o1N0tHcmxQU0lfb2IwS1pTR1Rtakw1dUtlWWRmSEF1QVpPdXA2NnhmY2xmUzctc3NrLWdUMFBYRDI0em0wMEM2cUhJVDQ4aDltRDNXTG9pUTNGc2VEZEZXS0MtRkJCeElSR3l1bk41QURWdklmNnhuZ2VNQ0s5aHlxZz09
Stocks are down, bonds are selling off, gold is up, Bitcoin is following. Is this the start of the decoupling? 👀
r/bitcoin
post
r/Bitcoin
2025-04-22
Z0FBQUFBQm9DbVhRUG56WWdONXlMTUhtMlBoSzdJUGNfWjEtako2bjhPeFJwY2V1eENKTGNkSV9yNkxQNDVXQmJBdDN3dkVldFRDRVhpVG5mUlVWa0JOb1FRSFJlWjg0Y1E9PQ==
Z0FBQUFBQm9DbVhRX1B5bmZhZkI3WXNtU0tjQlJYOVFmNHFlM1FaTnZaSHRGbkwzN0R2V0FnZUZCUFFWZlQ2WENpTFI4Zmh5amo0anBHUTR6WnM2MGQ3Z2RaT2RpQ29CblFmZzZSMDdXZWtaMnByb294N1psazUtS2duZkwtNmpDUG9Kd29fSERYOFpJSmMyXzY4UV9iTnh0NFdOVnJEcjdBPT0=
Short Answer: Stop watching tutorials. That’s it. Move forward. # My Experience: A Cautionary Tale Over the past four years, I’ve been stuck in tutorial hell—watching endless courses, getting certifications, but never landing a full-time job. Here's how it happened: ## Year 1: The Beginning Started with web development and cloud computing when the tech was booming in Corona-era. Failed to build anything real. Tutorials promised jobs after 10+ hour videos. I believed it. ## Year 2-3: Network Engineering Phase Shifted to networking, got AWS and CCNA certified. Thought certifications would help. By then, COVID-era remote jobs were fading, and competition was up. ## The Harsh Reality Tutorials didn’t match interview expectations. I was unprepared. Thought the solution was more tutorials. So I watched more. Built cloned projects that everyone else built—companies don’t care. Switched to documentation hoping it would help. Just a different type of loop. Still lost. # Why Tutorials Failed Me They never teach real-world problem solving. They sell dreams—“complete this and you’ll earn $100k.” Interviews now demand experience, originality, not tutorial projects. I had no mentor, no guidance, just trial and error. # The India-Specific Struggle No CS degree, not from a reputed college. Most companies don’t care about certificates. Remote junior roles are disappearing. Rejections everywhere—even for entry-level onsite jobs. # What I’m Doing Now Shifting focus to: DSA preparation Open-source contributions Building real-world projects (from scratch, with real problems) # No more copy-paste projects. Interviews are my new tutorial—every failure teaches something. Still applying. Still trying. Still learning. # Final Words If you're stuck in tutorial hell, get out now. Start building. Start failing. Start learning for real. And if someday, we both succeed—let’s meet for a cup of coffee and talk about how far we’ve come.
r/learnprogramming
post
r/learnprogramming
2025-04-22
Z0FBQUFBQm9DbVhRVnl4Yk16RGZLN1hTOVZlVUdHQy05U0dWV3F6M1h0QzRoZzV5UWVmZW9tWjVfeDg3SU5kaEFNdThETlN2RVN1MU9BWi0xNFF2WkliV3Y2dHBRT19qYWc9PQ==
Z0FBQUFBQm9DbVhRd3dDTjlpZmlDM1pNOUNDcWxNaUY5Tk12OTVHNEY3TkxyT05fV0pXOC1RTEFOS2VKQWJUTGhJczV6NmViWFQ0YXVfSDZaZE9EMWQ1RmpvWlZuN3lEMUFrMEI1RTNtN0F6WTVfZFFmOV9vS2RYcEk5VjluYzNtZXhyQTZaX3VkZ2E4aE5RSlRXYzhiRl9rVER5S096OUJRWHYxbFpmTTZrUElPbEd1cnhMRWRnX2NQYWNFVUVSS2dzY1JiVHk4WnJS
So, I’ve only used iManage at one firm, but we’ve always had direct integration between our office apps and iManage, as well as outlook, including the ability to save email attachments in to iManage. I guess that’s not standard? Even if that is an additional charge, it may be less than a separate application
r/legaltech
comment
r/legaltech
2025-04-22
Z0FBQUFBQm9DbVhRbEVKbUFzLV9DZHZuajY0NXJMekowYTFORGl5aU9MOWNRSFd1YnFnd2dic0dfSVljZEgwaG5iUmNfX21zMmtYdXRGZG9OOWU1MTVlVmNWa09ZbmRmLUE9PQ==
Z0FBQUFBQm9DbVhRdmF0c0xCQ0hLd292SGx3bDVWWXl4NVFSQ0dmMEdLQkoyeTBwc3k5MWI3ZnNiLWtXNGJIS3dmLTh4c0ZqRmI4d0huQmdnQlVSZ25MVU85Z0dVZ2VSa2Y2d21abGtEOWVVT0JVQl8xb0hiLVFYbF9sQ0NTUjVPZmJSV0RQVFRGNEpQTlpkR2xhM0NVX3VkR0N2bFJFWno4WnBpRUVMWloxeGZRbnE2YWxtTHNVUVl4bDI5NmxveEtYdW9jWUc1THkzX3F2ZzlydklpSW5DUThVd3dqenhZUT09
Do we really think TAO can get to $10,000?
r/bittensor_
comment
r/bittensor_
2025-04-22
Z0FBQUFBQm9DbVhRRkd5NDlkM2ozcF9lUWw5UGZrVlhWN05fOEZCRnJlZl9MNzB6TGVSV1IyRjNkUTZTRUdEbzdJVWV1cHMtSF9mdm93Vk5Kd3p5YmlhcGF5emRpVFVlS0wyNUE5ZUd0eEh2UnRLQzRpdlVfTU09
Z0FBQUFBQm9DbVhRT2tMVThSSTMtN1hoUUxVc2xjM3U5WU5DNmkyR1RTRGFaOWV4VlVaYktUc3N3TzdPODNNenVIYXZQTHZDWGpfcjhLeTV6TjVxZi03U1BlMGdLZkdrM0xzQVFuRVpGYWE5RlJwdkpkc3hRc3phZGtIdHJQT1NuMmk1ZmVLb25OUElCTWp4TkQ0TDZoSzNLcmozeThmWUxpcTN4NHJMQmM4SEZNMjVPOS1NRjNYaUZtOVhpWlYxbTJVTUxmOGJrdHU0azJxd1d6WVNLbEdWZUNXdzVIUTBZUT09
Next.js is indeed a great framework, but I often find it mentally taxing during development. Each version update tends to bring significant changes, which adds to the overhead. That’s why I’ve been exploring alternatives. Lately, I’ve been trying out (Remix) with React Router v7 to build a new app, and overall, it feels like the full-stack framework I’ve been looking for. Here’s a glimpse of what I’ve been working on recently. By the way, if you have a startup product, feel free to submit it to Nova Tools—I’m working on turning it into a profitable directory and discovery site.
r/webdev
post
r/webdev
2025-04-22
Z0FBQUFBQm9DbVhRdV9lZV9NR0YtOFNwcEI0RHdJZ1ctbGhLZE9vUmF3MXZXVk1lbElfN09lVkItcEE2NF90Q0Z1aHZPTHJQVUlLUlRad0FjSkowanFYdUpSZEZJTHVwQ3c9PQ==
Z0FBQUFBQm9DbVhRYW5jWFFIdjdRSENaOWpFaUFvQkdndjRqbUl0VG9rVkV0aXFNYXMxOTNCd2tCbk4yY0JlcF9La1R1dEFQOGRKc2NZZkhmT0JPaXliOGRLbE5qRXNoZzdCNmN4X1NqSzkwZ2x6c1UtUzlfaGdvaXlTX0syX01FRUtEa0FNbE9ibGJXZ01YNm40N09PV0ZiUUhpZFVubm9rbjFzQlBodGxBR3NtdVl2TExZYnNrV1dDTm85T3dPVGZFem5DZlFCU1FM
It's an unpopular point, but RL needs to piggyback off RU markets. Chinese and Indian audiences have little interest in contact sports.
r/rugbyleague
comment
r/rugbyleague
2025-04-22
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I am thinking $25,000 or more my 2030 if not sooner …..AI is the future , and TAO works extremely similar to Bitcoin and has a little less total coins of complete supply with 20 million ….its not if , but when
r/bittensor_
comment
r/bittensor_
2025-04-22
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I feel I need to start adding more TAO. Wish I got 15 but I want more. I’m DCA’d $35 a week. I might have to up that to $70
r/bittensor_
comment
r/bittensor_
2025-04-22
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I feel I need to start adding more TAO. I got 15 but I want more. I’m DCA’d $35 a week. I might have to up that to $70. I love the comparable BTC tokenomics but many coins have tried to replicate and it never happens. I read a medium article by Derek Edwards and I was sold on this being the future.
r/bittensor_
comment
r/bittensor_
2025-04-22
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Keep DCA! We will wish soon that we could get a coin for $300 trust me ! I will add another coin or 2 in May . Remember , TAO was over $740 a coin last year at one time ……you can’t get enough TAO ! lol
r/bittensor_
comment
r/bittensor_
2025-04-22
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The enemy within
r/trump
post
r/trump
2025-04-22
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We are at the same. I’m at about 15 TAO and DCA weekly which is great because I’m loving the price right now
r/bittensor_
comment
r/bittensor_
2025-04-22
Z0FBQUFBQm9DbVhRbXdEdzJsSXFwV3dBVmVad3VYMlBnVWxxTEFhbTRaNi12ZkNTaGxscy1Jbjh0N2lOSkpFN0RmZDU4eFFLYUhaajZwMklYeHpkMFFrXy0tcWpKc1FrYkRkTlYwQWRmV0NJa1ZicUlmOWlxRVU9
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Sauce?
r/rugbyleague
comment
r/rugbyleague
2025-04-22
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I am already able to do that. I just need browser integration
r/legaltech
comment
r/legaltech
2025-04-22
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Maybe RL should've renamed itself instead of keeping the original name for whatever reason
r/rugbyleague
comment
r/rugbyleague
2025-04-22
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