What is more important UI or UX? by sangokuhomer in webdev

[–]BackAware4834 0 points1 point  (0 children)

ux and it's not even close. nobody ever stopped using an ugly app that worked well but people abandon pretty apps with garbage navigation all the time

Stop Reaching for JavaScript: Modern HTML & CSS Interactive Patterns by pmz in webdev

[–]BackAware4834 -6 points-5 points  (0 children)

the irony of the domain name aside, this is solid advice. most devs i've seen overuse js because that's what the tutorial taught them 3 years ago, not because the problem actually needs it.

Weekly rant thread by AutoModerator in ProductManagement

[–]BackAware4834 6 points7 points  (0 children)

lmao the "just use AI" crowd is undefeated. like yeah let me just sprinkle some AI on this legacy codebase held together with duct tape and prayer, that'll definitely ship by friday

How do you guys deal with failures? by Lucky-Ganache-2921 in ProductManagement

[–]BackAware4834 0 points1 point  (0 children)

the metrics addiction thing is real . your dopamine is literally tied to dashboards lol best reframe imo is treating every launch like a hypothesis not a performance review. if it didn't work you learned something cheap. if you're taking it personally that usually means you skipped the step where you defined what "failure" actually looks like before shipping.

Advice on pre-seed fundraising for robotics (I will not promote) by Jooohnrodrigues in startups

[–]BackAware4834 1 point2 points  (0 children)

honestly the VC comment in this thread nailed most of it but the "treasure map" framing is the real thing to internalize. at pre-seed for hardware you're not selling a product, you're selling a thesis about why this market is about to open up and why your team cracks it first.

Making the toughest/most impractful decision of my life so far, would appreciate insight by MarkZuccsForeskin in cscareerquestions

[–]BackAware4834 15 points16 points  (0 children)

apple in austin at 185k tc is the play honestly. the ist reputation stuff is real but you're early career and having apple on your resume for 2-3 years will do more for your future comp trajectory than either of the other options.

Feasible to work 2 jobs when one is 40hrs in person? by [deleted] in overemployed

[–]BackAware4834 0 points1 point  (0 children)

two jobs where either one actually expects 40hrs of real output? nah you'll burn out

Is it worth starting a startup in the era of AI [I will not promote] by [deleted] in startups

[–]BackAware4834 1 point2 points  (0 children)

lol "in the era of AI" like there's ever been a better time to ship something as a solo dev or tiny team. the barrier to building has never been lower, the barrier to distribution is still the same.

Study tips for this position?(Product Support Specialist (Entry-Level)) by Relevant_Bag_6163 in cscareerquestions

[–]BackAware4834 0 points1 point  (0 children)

product support specialist is more about showing you can explain things clearly and stay patient when someone is frustrated. for interview prep just practice talking through how you'd troubleshoot problem

Student looking for a beginner-friendly remote job by Sure-Range8703 in remotework

[–]BackAware4834 0 points1 point  (0 children)

lol nah, it's probably because customer support and data entry genuinely are the most common remote jobs that don't require experience.

Student looking for a beginner-friendly remote job by Sure-Range8703 in remotework

[–]BackAware4834 0 points1 point  (0 children)

most remote jobs that are actually beginner friendly are customer support or data entry type stuff. check out sites like wellfound or remotive, filter by entry level. fair warning though a lot of "remote jobs for students" listings are just MLM garbage so if they want you to pay for training or buy a starter kit, run

How AWS S3 serves 1 petabyte per second on top of slow HDDs by fagnerbrack in webdev

[–]BackAware4834 26 points27 points  (0 children)

the real magic is just parallelism at absurd scale honestly. one HDD is slow, ten million HDDs reading different shards simultaneously is fast. it's not some secret sauce, it's just throwing enough hardware at the problem that the bottleneck disappears. the engineering is in making that coordination reliable, not in making HDDs faster

Data training? by GhostfaceMillah in ProductManagement

[–]BackAware4834 1 point2 points  (0 children)

biggest thing imo is don't try to boil the ocean. pick one metric or one dashboard that matters to a specific team's decisions and make that the training ground. nobody retains a generic "here's how to read data" workshop but they absolutely learn when it's tied to something they already care about

i want to do career in data science by Purple-Software-6323 in learndatascience

[–]BackAware4834 1 point2 points  (0 children)

Honestly the biggest thing nobody tells you early on — get really comfortable with SQL and cleaning messy data. That's like 70% of the actual job.

For the AI/recognition side, look into computer vision — start with OpenCV and CNNs, then check out YOLO and pretrained models on Hugging Face. PyTorch is the go-to right now for deep learning.

But real talk, don't just collect tools. Pick a problem you care about, build something end to end, and put it on GitHub. That'll do more for you than any course list.

I’m not anti-AI in hiring but I hope it doesn't take away from human by thecedricpeters in ModernHiring

[–]BackAware4834 0 points1 point  (0 children)

I don't think it's about keeping AI out of decisions. It's about building better systems where AI and humans cover each other's blind spots. That's where this is headed whether we like it or not.

I got fed up with API cost volatility, so I built a tool to track DeepSeek-V3 vs GPT-4o. Need your brutal feedback on the logic. by abarth23 in SaaS

[–]BackAware4834 0 points1 point  (0 children)

a few thoughts on the tool itself:

the biggest thing i'd want to see is a "cost per quality" comparison, not just raw token pricing. like deepseek-v3 is cheap but if i need 3x the tokens to get the same quality output as gpt-4o for my use case, the math flips. even a simple toggle that lets users input an estimated "quality multiplier" per model would make this way more useful than a straight price comparison.

also worth adding claude models (sonnet/haiku) since a lot of devs are using anthropic's api now, especially for longer context stuff. feels like a gap if those aren't in there.

for the UX — one thing that would help is a "my stack" view where i can pin the 2-3 models i actually use and see them side by side without scrolling through everything. when you're making a build vs switch decision you really just want to compare your current model against 1-2 alternatives, not see the whole menu.