reddit

<!-- SC_OFF --><div class="md"><p>Having to do my portfolio for the first time In years. Back in the day I had to use Photoshop for this. Is there a tool now that people use specifically for this? I don't mind paying. Or do I need to reinstall Photoshop.</p> </div><!-- SC_ON -->

<!-- SC_OFF --><div class="md"><p>Anyone here ever worked as a construction PM for QTS? Im currently a MEP pm on the contractor side doing 2+ QTS projects. The QTS team has been recruiting me hard. Whats it like working for them?</p> </div><!-- SC_ON --> &#32; submitted by &#32;

<!-- SC_OFF --><div class="md"><p>Asking because it happened to us a few months back. Someone opened port 22 to 0.0.0.0/0 during a 2am incident, forgot about it, and then three months later a routine apply silently closed it again. Took us half a day to figure out why things were

<!-- SC_OFF --><div class="md"><p>I put together a DNS audit tool that checks NS redundancy, MX, SPF, DMARC, DKIM, DNSSEC chain, DNSBL blacklists, SSL cert and HTTP/2-3 support, all in a single query. Results are visual, no need to dig through command line output. No account need

<!-- SC_OFF --><div class="md"><p>Do they just have massive video animation teams? I’ll post a link in comments. But the whole text type writer animation, Claude mascot animating… Honestly there’s lots of animations. I wonder if they’re just super easy to make or something.</p> <

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1ty04tq/mlx_community_forgot_about_gemma_4_12b_qat/"> <img alt="MLX Community forgot about Gemma 4 12B QAT" src="https://preview.redd.it/rl1nmc94nj5h1.png?width=640&amp;crop=smart&amp;auto=webp&amp;s=7d58b13bf

&#32; submitted by &#32; <a href="https://www.reddit.com/user/news-10"> /u/news-10 </a> <br /> <span><a href="https://www.news10.com/capitol/data-center-pricing-bills-2026-legislature/">[link]</a></span> &#32; <span><a href="https://www.reddit.com/r/datacenter/comments/1txzwly/ne

<!-- SC_OFF --><div class="md"><p>Hi!</p> <p>I just created a project where people can interact with someone who has experienced the effects of the war in Ukraine. The project consisted of interviewing different families that suffered during the war to understand the situation on

<!-- SC_OFF --><div class="md"><p>Considering talking to a startup with less than 20 ppl. However, I’m concern about medical and dental benefits. Is that usually covered? Or is it out of pocket? 401k or retirement plan may not be covered but medical and dental is a deal breaker f

<!-- SC_OFF --><div class="md"><p>noticed the AMC theatres site has had queue times of over an hour today… just to get onto the homepage. That’s a bit strange right?</p> <p>AMC has ~650 locations in the US. Assuming ~10 screens per location, ~5 showings per screen per day, and ~3

<!-- SC_OFF --><div class="md"><p>I am a web developer who specializes in dashboard-like web applications. Due to recent price hikes for GitHub Copilot, I have been considering running a local model to help out with debugging, multi-file edits, learning about the codebase, and sm

<!-- SC_OFF --><div class="md"><p>I'm currently a Solution Architect at AWS and from where im sitting, the Data Center technician roles seem a lot more interesting, actually touching the hardware and making a difference. However, from a pay &amp; level perspective they are much l

<!-- SC_OFF --><div class="md"><p>Hey everyone, first time poster, lurker usually but I would like to get some takes on something that's bugging me lately. My employer is looking for a Tech Lead with a salary band [X,Y]. I'm a senior software engineer and my salary is literally Y

<table> <tr><td> <a href="https://www.reddit.com/r/NVDA_Stock/comments/1txynv1/look_at_that_price_google_is_paying_to_rent_gpus/"> <img alt="Look at that price google is paying to rent GPUs (very high)" src="https://preview.redd.it/7fqikgqfcj5h1.png?width=640&amp;crop=smart&amp;a

&#32; submitted by &#32; <a href="https://www.reddit.com/user/JudgmentAmbitious896"> /u/JudgmentAmbitious896 </a> <br /> <span><a href="/r/MechanicalEngineering/comments/1txyja8/what_would_a_job_as_a_fea_engineer_in_the/">[link]</a></span> &#32; <span><a href="https://www.reddit.

<table> <tr><td> <a href="https://www.reddit.com/r/AMD_Stock/comments/1txy4cr/trader_who_sparked_the_beyond_meat_shortsqueeze/"> <img alt="Trader who sparked the Beyond Meat short-squeeze reveals why he's betting against AMD" src="https://external-preview.redd.it/93_f_5cx4jBUR7JJ

<!-- SC_OFF --><div class="md"><p>On the side after work I've been experimenting a bit with aws cloud launching my own apps and website (its mostly for hobby/for fun not really expecting income but maybe one day)</p> <p>anyways, one of my website a couple months ago was hit by a

<!-- SC_OFF --><div class="md"><p>Hi everyone,</p> <p>I've been working on building my own website for my upcoming small business in the pest control. My set up is cloudflare for domain, Hostinger for hosting, and WordPress for CMS. I have a fair amount of coding and tech knowled

<!-- SC_OFF --><div class="md"><p>Only a mildly hot take after a few months, but the official cloud MCP servers (<a href="https://github.com/awslabs/mcp">aws</a>/<a href="https://github.com/googleapis/gcloud-mcp">gcloud</a>/<a href="https://github.com/microsoft/mcp">az</a>) are g

<!-- SC_OFF --><div class="md"><p>Hi everyone. This is a disposable account that I just made. I don't intend to use this platform to &quot;name and shame&quot; or anything like that. If anything the purpose of this is just to get it off my chest.</p> <p>I worked at a semiconducto

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1txxgpq/openlumara_a_different_kind_of_ai_agent_written/"> <img alt="OpenLumara - A different kind of AI agent, written from scratch, not vibecoded. Extremely token-efficient, super small system prompt, made f

<!-- SC_OFF --><div class="md"><p>I’ve been doing lots of testing back and forth with this 7900xtx. All of my workloads were relying on qwen3.6 models, which are amazing fwiw, but I wanted some diversity in thought. Namely for Honcho workload tiers and differing cron jobs. Not ev

<table> <tr><td> <a href="https://www.reddit.com/r/AMD_Stock/comments/1txwrxf/_/"> <img alt="????" src="https://preview.redd.it/2y3bk2cczi5h1.png?width=640&amp;crop=smart&amp;auto=webp&amp;s=1f343f6daf423eaa2cfd48a2e77c23c8b6f90b73" title="????" /> </a> </td><td> &#32; submitted

<table> <tr><td> <a href="https://www.reddit.com/r/AMD_Stock/comments/1txwox4/inspired_by_kitty_katzchen_what_did_i_miss/"> <img alt="Inspired by Kitty_Katzchen - what did I miss?" src="https://preview.redd.it/xyte2risyi5h1.jpeg?width=640&amp;crop=smart&amp;auto=webp&amp;s=cc2b29

<!-- SC_OFF --><div class="md"><p>TL;DR: I spent a long session tuning a 35B MoE on a tiny 8GB laptop GPU. Three things mattered a lot (--no-mmap, VRAM headroom, closing CPU-hungry apps). Several &quot;obvious&quot; optimizations did nothing because of this model's hybrid archite

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1txwbge/dotstts_2b_sota_tts_from_rednote/"> <img alt="dots.tts 2B🎙️ SOTA TTS from RedNote" src="https://preview.redd.it/m196z979wi5h1.png?width=140&amp;height=94&amp;auto=webp&amp;s=1620ee0600fb9e77c21ed08bfc

<table> <tr><td> <a href="https://www.reddit.com/r/AMD_Stock/comments/1txw9ql/zfg_hodl/"> <img alt="ZFG HODL" src="https://preview.redd.it/o4j6yd1xvi5h1.jpeg?width=640&amp;crop=smart&amp;auto=webp&amp;s=576c40dee0d9c2a3ef65fa9753a5723d32734847" title="ZFG HODL" /> </a> </td><td>

<!-- SC_OFF --><div class="md"><p>I am having an interview with ASM for Field Senior Process Engineer I with ASM. Could someone share their interview experiences? How many rounds of interview and what questions being asked?</p> </div><!-- SC_ON --> &#32; submitted by &#32; <a hre

<!-- SC_OFF --><div class="md"><p>Hello everyone,</p> <p>PHP comes up here from time to time, and I've noticed the discussion is usually based on what the language looked like 5+ years ago. Since I work with it every day and have genuinely come to enjoy it, I wrote a short articl

<!-- SC_OFF --><div class="md"><p>Looking for some advice from anyone who's recently gone through the AWS hiring process, especially for Data Center Technician roles.</p> <p>I originally applied for an L3 Data Center Technician position in Texas. During the process, my recruiter

<table> <tr><td> <a href="https://www.reddit.com/r/MachineLearning/comments/1txvvo4/tinytpu_systemverilog_systolic_array_compiled_to/"> <img alt="TinyTPU: SystemVerilog systolic array compiled to WASM, running live in browser - RTL golden-verified against numpy [P]" src="https://

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1txvdaf/initial_testing_with_llamabench_and_3_different/"> <img alt="Initial testing with llama-bench and 3 different Qwen3 models for my R9700 32GB" src="https://external-preview.redd.it/tVYbw8xtqFWbKEN8OKn3z

<!-- SC_OFF --><div class="md"><p>I’m working toward a DevSecOps role and put together this roadmap to guide my learning across cloud, security, automation, and CI/CD. Trying to be intentional about building real-world skills and projects along the way—would love feedback.</p> <h

<!-- SC_OFF --><div class="md"><p>Wanted to see if anyone at a Seed - Series A startup has found success with AI eval platforms? We’re shipping new/improving existing AI features pretty regularly and our existing workflows are pretty solid except we don’t have much testing or tra

<!-- SC_OFF --><div class="md"><p>First time hearing it.</p> <p>I also heard about the gemma 4 qat quants and if any one of them is good for 4gb vram and 16gb ram. I can run gemma 4 26b moe iq2 nl at 8.5 to 9 tps(kv cache unquantized on gpu) with 9 layers offloaded to gpu</p> </d

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1txuoya/gemma_4_12b_q4_k_xl_private_benchmark_results/"> <img alt="Gemma 4 12B Q4_K_XL Private Benchmark Results" src="https://preview.redd.it/12mfy7szki5h1.png?width=640&amp;crop=smart&amp;auto=webp&amp;s=481

<!-- SC_OFF --><div class="md"><p>5 YOE, im looking at Senior and mid level positions of SE, SDE, etc.</p> <p>Specific advice for Dev roles, not management or other please.</p> <p>Lets say I apply to microsoft and the following happens:<br /> * Ghosted or rejected before first ro

<!-- SC_OFF --><div class="md"><p>My official title is cloud engineer, and my salary is higher than market average so I really want to not let go of this opportunity. I am contracted for 3 months and depending on my performance they will offer a full time opportunity or not.</p>

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1txufl9/dont_act_like_yall_aint_thinking_it_im_just/"> <img alt="Don’t act like y’all ain’t thinking it. I’m just saying the quiet part out loud. /s" src="https://preview.redd.it/ssewi1ltji5h1.jpeg?width=640&a

&#32; submitted by &#32; <a href="https://www.reddit.com/user/Sufficient-Bid3874"> /u/Sufficient-Bid3874 </a> <br /> <span><a href="https://www.reddit.com/r/LocalLLaMA/comments/1txpeo0/gemma_4_with_quantizationaware_training/opybpj1/">[link]</a></span> &#32; <span><a href="https:

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1txu3gl/made_a_garmin_app_because_i_kept_missing_claude/"> <img alt="Made a Garmin app because I kept missing Claude Code prompts" src="https://preview.redd.it/xj8brs3phi5h1.gif?frame=1&amp;width=140&amp;heigh

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1txtuzk/sycl_port_multicolumn_mmvq_from_cuda_backend_45/"> <img alt="sycl : port multi-column MMVQ from CUDA backend (~45% speculative decoding speedup on Intel Arc) by masonmilby · Pull Request #21845 · ggml-

<!-- SC_OFF --><div class="md"><p>is that coming? is that even gonna work without obliterating the model's accuracy? IQ4_XS is able to run fully on my gpu and gives me very high speed, whilst the official Q4_0 QAT doesnt quite make it..</p> </div><!-- SC_ON --> &#32; submitted by

<!-- SC_OFF --><div class="md"><p>Hello everyone, maybe it could be interested for you. I built probably the best software for managing s3 buckets. Its offline, completely free, no need registeration, just works!</p> <p>dmg file is available for macos, if you are a developer you

<!-- SC_OFF --><div class="md"><p>How different are the image recognition capabilities between gemma4 and qwen3.6?</p> <p>I give the model the task to extract calendar events from a photo of an calendar that is croped to the calendar. Gemma4 was quite successful in doing this. I

<!-- SC_OFF --><div class="md"><p>Hey all,</p> <p>First time poster here, and wanted to see if anyone has any insight or firsthand experience.</p> <p>I applied for a DCT I position for Google back in February. My pre-screen phone call was in March, had my interview loop in April,

<!-- SC_OFF --><div class="md"><p>We have a complex multi faceted solution comprising of backend, front-end , ML, data engineering, with a lot of self hosted tech to handle a complicated financial use case. Because even the business finds it complicated to come up with new featur

<!-- SC_OFF --><div class="md"><p>I've got a couple scripts that need secret values, which works great in GitHub Actions. For local development, they read the secrets from environment variables and I've got them defined in a gitignored .env file.</p> <p>My question is, how to bac

<!-- SC_OFF --><div class="md"><p>In a lot of threads, when describing situations that didn't go well, people (understandably) start talking about all the extenuating circumstances – oh, the codebase was a mess; the manager was terrible; it wasn't my fault for x, y, and z reason.

<!-- SC_OFF --><div class="md"><p><a href="https://www.youtube.com/watch?v=p7t1Q_p2gZs&amp;t=531s">https://www.youtube.com/watch?v=p7t1Q_p2gZs&amp;t=531s</a></p> <p>The interview starts getting into the topic at about 8 minutes and 51 seconds, and Geoffrey makes the statement abo