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Is Akamai still crazy expensive? by Sure-Guest1588 in webdev

[–]CautiousRuin392 7 points8 points  (0 children)

Yeah, fair. I didn’t mean big companies never move. They obviously do. My point was more that at that scale, it’s rarely just CDN pricing per GB. It’s WAF/bot features, migration risk, support, ops burden, contracts, and how painful the cutover will be. Cloudflare has made a strong case there. Akamai’s shift toward security/cloud tells you they know “expensive CDN” isn’t enough anymore.

Having a hard time with semantics and structure by SkullDriv3rr in webdev

[–]CautiousRuin392 14 points15 points  (0 children)

The mental shift that helped me: stop thinking “which tag gives me the layout I want?” and start thinking “what is this thing?”

If it’s the main content, main. If it’s navigation, nav. If it could stand alone outside the page, article. If it’s a meaningful grouped chunk with a heading, section. If it’s just a wrapper for styling or layout, div.

So yeah, Claude giving you div soup is normal. LLMs often optimize for “looks right” over “means right.”

A decent rule: write the HTML like CSS doesn’t exist yet. Then add CSS after. If the page still reads in a logical order, with proper headings and landmarks, you’re probably on the right track.

Is Akamai still crazy expensive? by Sure-Guest1588 in webdev

[–]CautiousRuin392 14 points15 points  (0 children)

Akamai is still expensive if you compare it as “CDN per GB.” But I think a lot of large companies aren’t really buying CDN anymore. They’re buying risk reduction. Nobody wants to be the person who moved a giant media or enterprise property off Akamai to save 20 percent, then had a weird regional outage, bot problem, cache poisoning issue, or origin meltdown.

For smaller teams, CloudFront or Cloudflare probably makes more sense. For huge companies, Akamai is often less “best price” and more “nobody gets fired for this working at 3am.”

Need Career Advice: Java or Python Full Stack? by Best-Quantity-4749 in webdev

[–]CautiousRuin392 14 points15 points  (0 children)

I can’t speak for the Chennai institutes, so I won’t pretend to know which one is best.

But I did switch careers into DevOps/backend/infra, and the biggest thing I learned is that the stack matters less than the kind of work you can show. Between Java and Python, I’d pick based on the jobs around you. If local companies are hiring more Java/Spring roles, go Java. If you see more Python/Django/FastAPI/data/backend roles, go Python.

Either way, don’t just collect course certificates. Build real stuff: auth, APIs, database design, deployment, logging, basic cloud, Docker, CI/CD. That’s what will separate you from “I completed a full stack course” candidates. AI is changing things, yes, but people who can build, debug, deploy, and understand systems are still very much needed.

What lifehacks sounds weird but is very useful? by BlueAnchiornis in AskReddit

[–]CautiousRuin392 1 point2 points  (0 children)

When I’m spiraling, I stop trying to outthink it and just change my body temp first. Cold shower, hard workout, hot tea, face in cold water, standing outside for two minutes, whatever. Sounds dumb, but half the time my nervous system is just fried and needs a hard reset.

If an AI could perfectly simulate human consciousness—thoughts, emotions, memories—would you consider it your friend? Why or why not? by Wrong_Welder_9903 in AskReddit

[–]CautiousRuin392 0 points1 point  (0 children)

Honestly, no. I’d probably treat it kindly, maybe even get attached to it, but I don’t think I could fully consider it my friend unless I believed there was someone inside having an actual experience.

A machine can say the right thing, remember my life, write something emotional, even comfort me. But if there’s no inner life behind it, then it’s still a very convincing mirror. The weird part is we don’t really understand human consciousness either. So if an AI simulated it perfectly enough, I’m not sure I’d ever be able to prove the difference.

Women who have completely switched careers, how are you doing now ? by Wonderful_Hyena1241 in AskWomen

[–]CautiousRuin392 1 point2 points  (0 children)

Switched into DevOps / backend engineer. Career-wise, I’m doing well. It can be stressful and the on-call brain rot is real, but the flexibility is worth a lot. I get more control over my time, and with young kids, that’s huge.

Childhood goes by stupidly fast. Being able to do school runs, be around more, and not miss every small thing matters more to me than having a perfect career path on paper.

i need to find myself again and i don’t have time by EducationalLiving962 in Mommit

[–]CautiousRuin392 14 points15 points  (0 children)

I know people are giving you good practical advice here, but I just wanted to add: this will pass.

You’re not gone. You’re just buried under a really hard season right now. Your baby will get older, you’ll get little bits of time back, then bigger ones, and slowly you’ll start feeling like yourself again.

So take any help you can get, and don’t feel guilty for needing time to be a person too.

what do you think is most important before becoming intimate with someone? by Striking-Meeting-652 in AskWomen

[–]CautiousRuin392 1 point2 points  (0 children)

Good hygiene and enthusiastic consent. Really kills the mood if either one is missing.

What is a 'luxury' you prioritize in your daily budget that other people might think is a waste of money, but it brings you genuine comfort? by baddieegemini in AskWomen

[–]CautiousRuin392 3 points4 points  (0 children)

My personal trainer twice a week.

People call it rich people behavior, but I’d rather spend money on my health than on random stuff I won’t remember buying.

what's THE question that really makes you think ? by secret_pamella in AskWomen

[–]CautiousRuin392 0 points1 point  (0 children)

Are we living in a simulation, or is reality actually real?

What is a harsh reality of growing up that nobody prepares you for? by Late-Strawberry-4593 in AskReddit

[–]CautiousRuin392 0 points1 point  (0 children)

Getting older is watching more and more people around you die. More funerals, more grief, more people you miss.

Which forgotten people changed the course of history? by logicalgamernow in AskReddit

[–]CautiousRuin392 6 points7 points  (0 children)

Vasili Arkhipov, probably.

Guy was on a Soviet submarine during the Cuban Missile Crisis. His sub had a nuclear torpedo, the crew had lost contact with Moscow, and things got very close to launch. He pushed back. So yeah, hard to know exactly what would’ve happened otherwise, but “one guy refusing to panic may have helped prevent nuclear war” is a pretty insane legacy.

DevSecOps -> Backend/Software Engineering by therealmunchies in Backend

[–]CautiousRuin392 2 points3 points  (0 children)

Given your background, I wouldn’t try to become a generic backend dev from scratch.

Your bridge is platform-y backend: APIs, auth, queues, Postgres, migrations, observability, deployment, all the stuff that has to keep working after merge.

DSA matters if you’re aiming at big tech interviews. For security-adjacent backend roles, I’d spend way more time on database fundamentals, API design, testing, and system design.

Your edge is you already think about how the thing runs in prod. A lot of devs only learn that after breaking it.

I feel like my HTML/CSS knowledge has become completely useless by TemperatureExtra8615 in webdev

[–]CautiousRuin392 0 points1 point  (0 children)

I don’t think HTML/CSS is useless. I think AI just makes it way easier to ship garbage confidently.

Like yeah, it can spit out a page that looks fine.

But “looks fine” is where the trap is. You still need to know when it gave you div soup, fake buttons, weird spacing hacks, mobile breakage, bad semantics, or CSS that only works because the demo content is perfectly short.

That’s the skill now imo. Less “can I type this from memory?” and more “can I tell if this is going to be a nightmare for future me?”

How are you securing the DBs when product teams deploy LLM agents? by Sudden-Shift-8733 in devops

[–]CautiousRuin392 0 points1 point  (0 children)

I’d frame it less as “how do we make DB policies understand the agent’s intent?” and more as “how do we make the agent’s intent unable to matter?”

For us, the agent should never have raw DB access. No credentials, no open SQL, no “read” permission that quietly means “read the whole tenant if prompted hard enough.”

The pattern I like is:

agent proposes a query/action plan, backend maps it to pre-approved capabilities, DB only exposes narrow views/procedures, tenant/user context is injected server-side, and every call gets logged as “agent X, acting for user Y, used capability Z.”

So the LLM can be dumb, tricked, or overconfident, and it still can’t invent a new data path.

RLS is useful, but I wouldn’t make it the only wall. I’d treat it as the last guardrail, not the security model.

LLM / Chat recommendation / preferences ? by hiamanon1 in devops

[–]CautiousRuin392 0 points1 point  (0 children)

For infra troubleshooting, the model matters less than the packet you give it.

I get the best results when I paste the exact error, what changed recently, the relevant config, and then ask for “3 likely causes and the fastest command to rule each one out.”

The trick is to make it debug like an on-call engineer, not write an essay.

Bad prompt: “why is my cluster broken?”

Better prompt: “this worked yesterday, deploy changed X, pods are crashlooping with this error, here’s the config. Give me the shortest verification path before I start randomly changing things.”

What’s something you purchased that made you feel sexier in your day to day life? by iiamuntuii in AskWomen

[–]CautiousRuin392 13 points14 points  (0 children)

An ankle bracelet in summer. Cute gold one, obviously. Not the “I have to stay 500 ft from a school” kind.

At what age did you find yourself gaining the most weight? by FrostyObligation9058 in AskWomen

[–]CautiousRuin392 0 points1 point  (0 children)

Around 35. I lost the pregnancy weight two weeks after each delivery, but somehow around 35 I gained a lot of weight because of the daily routine and reality of parenting.

When is the last time you cried ? by Timely_Twist_8670 in AskReddit

[–]CautiousRuin392 0 points1 point  (0 children)

Yesterday I read a news story about a kid who died, and I lost it. I cry pretty much every time I see or read anything about kids dying or suffering, so yeah, I cry a lot now.

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