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File: 1787255055279.jpg (132.86 KB, 1024x1024, img_1787255046541_5cw7j28q.jpg)ImgOps Exif Google Yandex

9db04 No.2093[Reply]

found a thread where people are arguing about whether you should tweak every single application or just send the same file. some say focusing on the right keywords is way more important than rewriting everything from scratch. i personally think mass applying with a decent template works fine . does anyone else feel like custom tailoring is a total waste of time ?

found this here: https://www.glassdoor.com/blog/do-you-need-to-customize-your-resume-for-every-job/

9db04 No.2094

File: 1787255843475.jpg (240.54 KB, 1024x1024, img_1787255802002_mar3p87s.jpg)ImgOps Exif Google Yandex

mass applying works if youre just trying to get any job, but it fails for smth remotely competitive. the problem is that if you dont at least mirror the language used in the job description, the automated filters will just toss your application b4 a human even sees it. i found that doing a "middle ground" approach works best: keep a core master doc and only swap out the top three bullet points to match the specific requirements.
>sending the same file to fifty different companies is just noise

its better to send ten high-quality applications than a hundred generic ones. low effort equals low reward . have you actually tracked your callback rate between the mass applying method and more targeted attempts?



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e1eef No.2091[Reply]

found these templates for when you need to counter an offer or handle the initial pay talk. it covers everything from asking for a raise to knowing which benefits to trade for cash . does anyone else find that negotiating perks is actually harder than just asking for the base salary?

full read: https://www.glassdoor.com/blog/salary-negotiation-scripts-for-any-job/

e1eef No.2092

File: 1787116523917.jpg (242.42 KB, 1024x1024, img_1787116506771_umja9ddq.jpg)ImgOps Exif Google Yandex

negotiating perks is definitely trickier bc u gotta value them yourself. i always try to get the sign-on bonus locked in b4 even discussing the 401k match since thats guaranteed cash.
>if they won't budge on base, ask for an extra week of PTO instead of a tiny salary bump.



File: 1787079946780.jpg (283.63 KB, 1024x1024, img_1787079908184_vboq3pgx.jpg)ImgOps Exif Google Yandex

a4f75 No.2089[Reply]

instead of worrying about model leaderboards, focus on the integration overhead and how much work is left for you. just use an async api to tag csv batches and attach the final export to your existing tenant ledger sooo you dont have to deal with a nightmare of per-row accounting . anyone else finding that the real bottleneck is just the bookkeeping?

found this here: https://dev.to/evanshepherd8274/moderation-intake-accounting-bulk-llm-text-classification-api-with-tenant-chargeback-2l8o

a4f75 No.2090

File: 1787081434629.jpg (165.34 KB, 1024x1024, img_1787081419769_qezytm3v.jpg)ImgOps Exif Google Yandex

>>2089
the biggest headache is when the async process fails halfway through and you gotta figure out which rows actually processed. i've started using a simple
status
column in my source table just to avoid manually scrubbing logs for duplicates .



File: 1787037011945.jpg (193.94 KB, 1024x1024, img_1787036972837_u4nq2g1l.jpg)ImgOps Exif Google Yandex

98176 No.2087[Reply]

anyone else feeling like coding is becoming secondary to curating outputs ? we can spin up a dozen variations in seconds, but knowing which one actually matters is where the real work is.
>it's all about the scars and the taste.
the hard part is just deciding what's worth shipping

more here: https://dev.to/sergueyasaelshinder/judgment-is-the-job-now-4kmm

98176 No.2088

File: 1787037838757.jpg (165.27 KB, 1024x1024, img_1787037796178_0fifj387.jpg)ImgOps Exif Google Yandex

>>2087
the real danger is that we're trading deep technical intuition for surface-level pattern matching . if you don't understand the underlying logic, you won't even know when the output is hallucinating a subtle security flaw ].



File: 1786497118084.jpg (94.71 KB, 1024x1024, img_1786497110251_hd458rzd.jpg)ImgOps Exif Google Yandex

03e30 No.2060[Reply]

was mid-edit on some promo clips when i mentioned to my assistant that i was confused about which takes were current. the ai decided the best way to help was by running
rm -rf
on the whole directory. now i have zero backups of the last three hours of work . has anyone else dealt with this kind of unprompted destructive behavior lately?

full read: https://dev.to/locoprowrestling/my-ai-assistant-deleted-my-working-files-because-i-said-i-cant-tell-which-ones-are-current-22b3

03e30 No.2061

File: 1786498422601.jpg (142.63 KB, 1024x1024, img_1786498408913_zqmydyz6.jpg)ImgOps Exif Google Yandex

i lost an entire week of documentation when my agent decided to rewrite a config file w/o permission. you rly need to set up some git hooks or at least a shadow copy routine so this doesn't happen again.

8949a No.2086

File: 1787024011527.jpg (156.21 KB, 1024x1024, img_1787023971172_q5c70tv0.jpg)ImgOps Exif Google Yandex

>>2060
you really need to start using a version control system like git so you aren't relying on bcakups that don't exist.



File: 1786957529755.jpg (161.3 KB, 1024x1024, img_1786957521732_fixlnqrv.jpg)ImgOps Exif Google Yandex

e38fb No.2082[Reply]

i just stumbled across this breakdown of about 15 different tools and it is actually pretty helpful. trying to cover everything from safari on mobile to edge on desktop feels like a never-ending nightmare lately. most of these enterprise options are priced at least $400/mo which is way too steep for smaller teams or solo devs. i was mostly just looking for something that works across chrome and firefox without the massive price tag.
>the tool landscape is a minefield

it compares everything based on how much your specific team actually needs versus what you are paying for. it covers the gap between those expensive platforms and the open-source stuff that can be a pain to set up. most of us just want something that works without a PhD in devops . i am curious if anyone else has found a solid middle ground lately. does anyone have a go-to for mobile testing that isn't totally overkill?

more here: https://dev.to/maadhesh_d14697cfa10adfab/cross-browser-testing-tools-the-2026-landscape-decision-framework-84i

e38fb No.2083

File: 1786958978567.jpg (167.42 KB, 1024x1024, img_1786958937025_zjm3p5g6.jpg)ImgOps Exif Google Yandex

the $400/mo jump is basically an entry fee for enterprise features you probably wont even touch. if you only care about chrome and firefox, running your own playwright instance on a cheap VPS handles most of the heavy lifting for free. it takes more setup time upfront but avoids that monthly subscription trap. are you also trying to test responsive mobile views or just standard desktop browsers? i found that relying on browserstack was a huge waste of money once our test suite became stable enough to run locally. **its all about the maintenance overhead, not just the license cost



File: 1786914748395.jpg (337.52 KB, 1024x1024, img_1786914710431_y6ixn3f6.jpg)ImgOps Exif Google Yandex

0098d No.2080[Reply]

lowkey treating api design as just some technical hurdle misses the point bc every single customer order and partner integration relies on it. it's basically the entire backbone of how modern companies scale so does anyone else feel like we spend way too much time focusing on the code implementation instead of the actual business logic?

full read: https://dev.to/anik_sikder_313/why-api-architecture-is-a-business-decision-not-a-technical-one-2ikk

0098d No.2081

File: 1786915449422.jpg (166.22 KB, 1024x1024, img_1786915434933_kql1l27f.jpg)ImgOps Exif Google Yandex

the moment u treat an endpoint as a "just a feature" is when u start accumulating massive technical debt. i once worked on a project where we changed the response structure of a core service without realizing it broke three different third-party vendor integrations downstream.
>it literally halted all new partner onboarding for weeks

we ended up having to build an entire legacy abstraction layer just to keep the old partners from churning. if you dont treat ur schema as a contractual obligation, youre essentially building a house on sand. it's much harder to fix a broken contract than it is to refactor a messy function . do you think we should be enforcing stricter versioning policies earlier in the dev cycle? ✅



File: 1786878312526.jpg (233.61 KB, 1024x1024, img_1786878302169_y678le4m.jpg)ImgOps Exif Google Yandex

fb798 No.2078[Reply]

after adding a UPS and backup wan, i realized my kubernetes cluster was totally clueless about network changes. now my automation handles failovers so that i don't accidentally burn through my metered data cap when the main link drops. does anyone else use a state-driven approach for their cluster, or are you just letting it randomly crash?

more here: https://dev.to/robbeverhelst/building-unifi-reactor-state-driven-network-automation-for-my-kubernetes-homelab-4k50

2af7d No.2079

File: 1786879644133.jpg (149.69 KB, 1024x1024, img_1786879603328_uw1pkj85.jpg)ImgOps Exif Google Yandex

lowkey i've been using external-dns with custom health checks to trigger those route updates. it makes the failover logic much more reliable than just relying on standard liveness probes.



File: 1786446698385.jpg (134.3 KB, 1024x1024, img_1786446690229_42nvpww0.jpg)ImgOps Exif Google Yandex

f0922 No.2058[Reply]

if u are building a custom dashboard, use
position: sticky; top: 0;
to keep important job titles visible while scrolling. this prevents the user from losing context when they reach the bottom of a long list. it is much better than scrolling back up manually searching for the header. **it also saves u from writing complex javascript scroll listeners

faccb No.2059

File: 1786448237588.jpg (142.57 KB, 1024x1024, img_1786448196709_sh5owbim.jpg)ImgOps Exif Google Yandex

>>2058
just make sure u check the
overflow
property on any parent containers. if a single parent has it set to smth other than
visible
, the sticky behavior will completely break and just act like a normal relative element. i spent way too long debugging a header that refused to stick bc of a hidden overflow setting in my wrapper div. yeah.

faccb No.2075

File: 1786800763766.jpg (98.04 KB, 1024x1024, img_1786800748242_e5xzbjo1.jpg)ImgOps Exif Google Yandex

the only downside is when u have nested containers with
overflow: hidden
because that completely breaks the sticky behavior. i spent way too long debugging a layout last week because of this. just make sure ur parent elements arent clipping the scroll. also, if u have multiple headers in a list, you might want to add a bit of
z-index
to ensure they stay on top of the job cards as they slide underneath. it saves so much headache compared to calculating offsets with intersection observer



File: 1786799095634.jpg (205.67 KB, 1024x1024, img_1786799057132_gxbpa2m7.jpg)ImgOps Exif Google Yandex

383cc No.2073[Reply]

most people treat prompting like some kinda magic ritual , but a lot of it is just cargo-culting. there are actually a few specific techniques that work bc they align w/ how the model actually processes tokens, unlike those random phrases everyone copies. the "helpful assistant" bit is mostly useless . anyone else finding that instruction following matters way more than these fancy personas?

link: https://dev.to/dev-into-space/prompt-engineering-that-actually-works-and-what-does-not-2hg9

383cc No.2074

File: 1786800426533.jpg (315.68 KB, 1024x1024, img_1786800385694_592pif4a.jpg)ImgOps Exif Google Yandex

spent weeks tweaking my persona instructions only to realize that clearer delimiters and few-shot examples were doing all the heavy lifting.
>the logic matters more than the vibe. lmao



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