reddit

<!-- SC_OFF --><div class="md"><p>Been a longtime poster but have been too busy for the past year. I'd like to share my wild estimations. I'm open to feedback! I try to be conservative in my assumptions.</p> <p>What we already know [my assumptions in square brackets]: </p> <ol> <

<!-- SC_OFF --><div class="md"><p>Folks that have been in the industry, sometimes in the same company for 20+, 25+ years, how did you stay motivated ?<br /> Historically, how did you navigate disruptions like the current AI revolution ?</p> </div><!-- SC_ON --> &#32; submitted by

<!-- SC_OFF --><div class="md"><p>Starting this year, I’ve been receiving fake inquiries through the form on my website—about one or two a month. The name, company, and email address are correct, but the message wasn’t sent by the people listed. Either they don’t respond to my re

<table> <tr><td> <a href="https://www.reddit.com/r/devops/comments/1twrooa/i_built_a_retro_terminal_game_to_make_kubernetes/"> <img alt="I Built a Retro Terminal Game to Make Kubernetes Less Boring" src="https://preview.redd.it/p689ren3fa5h1.png?width=640&amp;crop=smart&amp;auto=

<!-- SC_OFF --><div class="md"><p>Hello guys, I have a Prescreen Interview with Oracle. Does anyone know what to expect? Thank you all in advance.</p> </div><!-- SC_ON --> &#32; submitted by &#32; <a href="https://www.reddit.com/user/joepaa_01"> /u/joepaa_01 </a> <br /> <span><a

<!-- SC_OFF --><div class="md"><p>From a developer's perspective, I've noticed something in a few projects.</p> <p>When an application is developed correctly as per requirements and reaches the final stages with very few critical issues, it often gets less appreciation. People at

<!-- SC_OFF --><div class="md"><p>I don’t know if the adoption of 7.0 is just too low for this to become widespread or if I’m just a weirdo and most people don’t use their arrow keys to navigate the editor but this used to work perfectly and is now completely broken.</p> <p>Befor

<!-- SC_OFF --><div class="md"><p>Hello folks,</p> <p>Is anyone on here involved in data center staffing firms?</p> <p>Please let me know.</p> <p>Thank you </p> </div><!-- SC_ON --> &#32; submitted by &#32; <a href="https://www.reddit.com/user/another_african"> /u/another_african

<!-- SC_OFF --><div class="md"><p>Hi everyone,</p> <p>I'm curious if anyone here has been contacted by an Amazon recruiter for a Data Center position (Engineering Operations Technician, Data Center Technician, etc.), gone through interviews or recruiter screens, and then never he

&#32; submitted by &#32; <a href="https://www.reddit.com/user/nbcnews"> /u/nbcnews </a> <br /> <span><a href="https://www.nbcnews.com/tech/tech-news/kevin-oleary-utah-data-center-project-stratos-ai-shrink-hayley-rcna348430">[link]</a></span> &#32; <span><a href="https://www.reddi

<!-- SC_OFF --><div class="md"><p>The Google paper on metacognition for hallucination reduction makes a distinction that is underappreciated in benchmarks. Calibration is not about being right more often. It is about matching confidence to correctness. A perfectly calibrated mode

<!-- SC_OFF --><div class="md"><p>i'm having a hard time deciding which approach i should implement. i'm developing a Laravel api which is consumed by Vue &amp; Nuxt and i didn't noticed that i actually implemented two approaches of the returned response:</p> <p><strong>[1]</stro

<!-- SC_OFF --><div class="md"><p>Hi. Does anyone have some insight on this company's testing in this regard? Thanks!</p> </div><!-- SC_ON --> &#32; submitted by &#32; <a href="https://www.reddit.com/user/Redivivus"> /u/Redivivus </a> <br /> <span><a href="https://www.reddit.com/

<table> <tr><td> <a href="https://www.reddit.com/r/hardware/comments/1twp9q7/detailed_leak_reveals_new_qualcomm_surface_laptop/"> <img alt="Detailed leak reveals new Qualcomm Surface Laptop 8 specs and colors" src="https://external-preview.redd.it/6WhkiI9GCeE9sUSLtlvYctmhKV-5sgoF

<!-- SC_OFF --><div class="md"><p>Hey guys, hoping someone with more Fleet/Kafka experience can point me in the right direction here!</p> <p>We have multiple customers sending data to separate Kafka topics and want each customer's data landing in its own Elasticsearch data stream

<!-- SC_OFF --><div class="md"><p>Spent way more time on this than I probly should have this week </p> <p>Was trying to reconstruct an incident across a handful of systems. Nothin was experiencing a failure, NTP was running everywhere (or at least it claimed to be), but a few sec

<table> <tr><td> <a href="https://www.reddit.com/r/NVDA_Stock/comments/1twnkv4/tsmc_ceo_warns_chip_supply_wont_meet_aifueled/"> <img alt="TSMC CEO Warns Chip Supply Won’t Meet AI-Fueled Demand for Years" src="https://external-preview.redd.it/mH0e8EczLDHziHbtfzOp_lmQ29zUt2FnRe7k62

<!-- SC_OFF --><div class="md"><p>Excited to share some of my own work here :) </p> <p><strong>KVarN</strong> is our new KV-Cache quantization method. In very brief, we combine Hadamard rotations with variance-normalization <em>on both axes</em> of the K and V matrices, then roun

<!-- SC_OFF --><div class="md"><p>Hello! </p> <p>We're facing an issue with managing configs across our services and wanted advise on how to handle such a situation?. </p> <p>We own on a bunch of microservices in the auth/identity space and our config management is a mess. A few

<!-- SC_OFF --><div class="md"><p>Mechanical Engineer with experience in utilities and hands-on troubleshooting looking to transition into data centers. I've been having trouble landing interviews lately. Thought maybe someone here could help. </p> </div><!-- SC_ON --> &#32; subm

<table> <tr><td> <a href="https://www.reddit.com/r/AMD_Stock/comments/1twmluu/technical_analysis_for_amd_64_premarket/"> <img alt="Technical Analysis for AMD 6/4 ----- Premarket" src="https://preview.redd.it/0e0gab2yh95h1.png?width=640&amp;crop=smart&amp;auto=webp&amp;s=c4f0b7dbf

<table> <tr><td> <a href="https://www.reddit.com/r/MachineLearning/comments/1twmhud/onpolicy_distillation_one_of_the_hottest_terms_on/"> <img alt="On-policy distillation: one of the hottest terms on PapersWithCode [R]" src="https://preview.redd.it/yegq2gfag95h1.png?width=140&amp;

<!-- SC_OFF --><div class="md"><p>So last month I actually sat down and tried to figure out how much time we're burning on addon upgrades across our clusters. cert-manager, ArgoCD, Karpenter, Istio, the usual suspects.</p> <p>Turns out it's about 3 days a month across the team. W

<table> <tr><td> <a href="https://www.reddit.com/r/hardware/comments/1twm0j7/cooler_master_develoed_a_blower_fan_attachment/"> <img alt="Cooler Master develoed a blower fan attachment for all modern GPUs, lowers temps by up to 6°C" src="https://external-preview.redd.it/FVNCYBAGYf

<table> <tr><td> <a href="https://www.reddit.com/r/hardware/comments/1twlnlr/intel_reimagines_mainstream_laptops_with_core/"> <img alt="Intel Reimagines Mainstream Laptops with Core Series 3 and Firefly | Talking Tech | Intel Technology [35:20]" src="https://external-preview.redd

<!-- SC_OFF --><div class="md"><p>I work with a frontend developer who is very toxic towards me, she is trying to manage my work acting like my manager all the time and when I push back she gets very bitchy and talk behind me negatively all the time, recently she made some fronte

<table> <tr><td> <a href="https://www.reddit.com/r/NVDA_Stock/comments/1twlazs/from_the_amd_stock_community_on_reddit_amd/"> <img alt="From the AMD_Stock community on Reddit: AMD executives react to Nvidia’s RTX Spark — ‘you’re just wrong if you don’t get a Strix Halo notebook’"

<table> <tr><td> <a href="https://www.reddit.com/r/hardware/comments/1twks7k/ryzens_comeback_faces_hurdles_no_fsr_41_for_rdna/"> <img alt="Ryzen's comeback faces hurdles; no FSR 4.1 for RDNA 3.5" src="https://external-preview.redd.it/d3sVU_r7cWjRbbGxwISYTWPfjF7jYu7aTTk_GK3dsW4.jp

<table> <tr><td> <a href="https://www.reddit.com/r/hardware/comments/1twkh87/tsmc_ceo_says_companys_chip_supply_wont_meet/"> <img alt="TSMC CEO Says Company's Chip Supply Won’t Meet AI-Fueled Demand for Years" src="https://external-preview.redd.it/mH0e8EczLDHziHbtfzOp_lmQ29zUt2Fn

<!-- SC_OFF --><div class="md"><p>I'm running into an issue with an ablation study for a paper I'm preparing. I trained a model. The model achieved my best result, and I saved the trained checkpoint (<code>.pth</code> file). Now my supervisor wants me to perform an ablation study

<!-- SC_OFF --><div class="md"><p>I recently attended an assessment centre for a Level 3 Data Centre Engineering Technician apprenticeship. Unfortunately, I wasn’t successful at the assessment centre stage. From what I understand, the other candidate applying for my site had arou

<!-- SC_OFF --><div class="md"><p>Here is the situation of the website.</p> <p>If someone in Canada enters <a href="http://www.example.com">www.example.com</a> they are redirected to <a href="http://www.example.com/ca">www.example.com/ca</a> and ALL the mention of &quot;USA&quot;

<!-- SC_OFF --><div class="md"><p>We’ve been building Causo, an AI fundraising tool for founders.</p> <p>Right now it helps you:</p> <ul> <li>browse a VC/fund database</li> <li>get matched with relevant funds</li> <li>find the right partners at those funds</li> <li>generate perso

<table> <tr><td> <a href="https://www.reddit.com/r/webdev/comments/1twj37l/wraplet_vs_web_components/"> <img alt="Wraplet vs Web Components" src="https://external-preview.redd.it/grWa3c3YIkbEWwDdqQtApRyyUIPopamZAYfzweZeuGI.png?width=320&amp;crop=smart&amp;auto=webp&amp;s=8c75d14d

<!-- SC_OFF --><div class="md"><p>Question for developers and founders:</p> <p>When building a SaaS product, how do you usually handle customer messaging?</p> <ol> <li>Separate providers for SMS, email, whatsapp, etc<br /></li> <li>One unified layer for everything</li> </ol> <p>C

<!-- SC_OFF --><div class="md"><p>Why is there no Duolingo for real-world conversations?</p> <p>Most language apps teach grammar and vocabulary.</p> <p>But they don't prepare you for actual conversations.</p> <p>You can complete hundreds of lessons and still struggle in a job int

<!-- SC_OFF --><div class="md"><p>I’m building a SaaS for restaurants called <strong>YouGotServed</strong>.</p> <p>When we started, we thought the biggest problem was online ordering.</p> <p>After talking to restaurant owners, we realized we were wrong.</p> <p>Most weren’t compla

<!-- SC_OFF --><div class="md"><p>Hello fellow devs, I work as an embedded software engineer in the Automotive field with Autosar, I recently faced a situation where I got transferred to a new project and got assigned tasks immediately and not enough time to ramp up and was given

<!-- SC_OFF --><div class="md"><p>I really tried being the good guy. Single purchases only with auto top up optionally for my ai saas product.</p> <p>This helped me get a ton of early users and some feedback. However, the moment I stopped doing marketing, my income went down quit

<!-- SC_OFF --><div class="md"><p>We are the team behind an Instagram and WhatsApp marketing automation platform, and an official Meta Tech Provider based in Indonesia. We currently serve around 10,000 users with strong month over month retention. Not just first purchase, but rec

<!-- SC_OFF --><div class="md"><p>It seems like this comment has gone widely unnoticed.</p> <p><a href="https://old.reddit.com/r/LocalLLaMA/comments/1tvtn6m/googlegemma412b_hugging_face/opjj681/">https://old.reddit.com/r/LocalLLaMA/comments/1tvtn6m/googlegemma412b_hugging_face/op

<!-- SC_OFF --><div class="md"><p>Did anyone apply for the fall program in London? I have applied over a month ago and did not receive any answer yet, but my friend who has also applied received an email two days after saying he was not accepted. I am wondering how long it takes

<!-- SC_OFF --><div class="md"><p>Something I've been thinking about lately.</p> <p>Today almost everyone can build something. Everyone can create content. Distribution channels are more accessible than ever.</p> <p>Yet most products still struggle to get in front of the people w

<!-- SC_OFF --><div class="md"><p>Solo dev here. My biggest bottleneck isn't building, it's deciding when something is done. I keep polishing past the point of diminishing returns and delay shipping for weeks over things no user would notice.</p> <p>For those who ship regularly:<

<!-- SC_OFF --><div class="md"><p>What's the biggest assumption you've ever made about a startup idea?</p> <p>Mine was thinking:</p> <p>&quot;If people say it's a good idea, they'll probably pay for it.&quot;</p> <p>Turns out those are very different things.</p> <p>The more found

<!-- SC_OFF --><div class="md"><p>There’s plenty of people that can handle the backend stuff but I’m struggling to find someone that has good design taste/UI/UX. I guess what I need is a product engineer/design engineer.</p> <p>Or should I hire a product designer first to design

<!-- SC_OFF --><div class="md"><p>Converted Gemma 4 12B to GGUF and am currently working on precision quantz. Sharing the data in case it's useful to anyone. Will definitely post the rest if anyone wants it when its done.</p> <h1>Conversion</h1> <p>The 12B uses <code>Gemma4Unifie

<!-- SC_OFF --><div class="md"><p>I'm curious how founders are approaching fundraising in 2026.</p> <p>A pattern I've noticed is that many SaaS founders in Eastern Europe (Balkans, Moldova, Ukraine, Romania, etc.) build solid products, get early customers, but struggle to get in

<!-- SC_OFF --><div class="md"><p>Pay attention, guys. Developers present themselves as AI-assisted developers. </p> <p>But they are just vibe coders who don't understand the code. </p> <p>They don't know how AI writes...They can't see what's going on under the hood. </p> <p>In r

<!-- SC_OFF --><div class="md"><p>Hey everyone 👋</p> <p>I've been working on a revision tool called </p> <p>ReviseRight AI and just launched it this week.</p> <p>You paste any YouTube revision video link or type any revision topic and it </p> <p>automatically generates a complet