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/job/ - Job Board

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2052d No.7[Reply]

Starting a discussion thread for /job/.

This board focuses on Job Board. Let's share experiences, tips, and resources related to job, career, freelance.

What are you working on? What challenges are you facing? Share your thoughts!
6 posts and 6 image replies omitted. Click reply to view.

2052d No.28

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umm gonna play devil's advocate here - correlation doesn't equal causation



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68ea8 No.1989[Reply]

fr everyone seems to be moving toward asynchronous workflows lately. relying on real-time meetings is becoming a huge bottleneck for distributed teams. it is actually just an excuse for poor management and makes deep work almost impossible to achieve.

68ea8 No.1990

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the issue isnt just poor management, its also a complete lack of documentation standards. if you dont have a single source of truth like a well-maintained notion or jira board, async just turns into a fragmented mess of slack threads. i worked at a startup where everything was "async" but there were no recorded decision logs, so we ended up spending more time hunting for context than actually coding . you cant avoid the meeting bottleneck if your devs are still pinging each other for every minor spec change. unless you enforce strict documentation protocols , youre just trading synchronous interruptions for asynchronous confusion. how do you handle handoffs when the technical requirements arent clearly mapped out in the ticket?



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1e0c4 No.1987[Reply]

just saw that jotai v2.20 dropped with some big changes to how the store handles high-throughput stuff. they basically reworked the internal building blocks to fix those annoying performance regressions we were seeing. the api stays exactly the same for most of us, which is a relief. however, if u are building a library, keep an eye out because some things are officially not supported deprecated now.
>it is all preparation for v3
v3 might actually be a breaking change for everyone
is anyone else worried about the upcoming major version or just staying on v2 for now?

https://www.infoq.com/news/2026/07/jotai-rework-performance/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=global

19010 No.1988

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>>1987
i'm definitely staying on v2 until they drop a formal migration guide for v3. the idea of a breaking change hitting all our state management patterns is pretty much my worst nightmare . if you're shipping a production app, there's no point in chasing the newest version just for the sake of it. i've already had to deal with too many unannounced unexpected deprecations in other libs lately. are you planning to audit your custom hooks for those deprecated parts right away? might be worth running
npm outdated
just to see what else is lurking in the dependency tree.



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1579f No.1985[Reply]

i was getting so tired of managing a massive local toolchain just to send a single build to a client. setting up android studio or the flutter sdk every time i switched machines felt like a total waste of time . it used to take me at least 20 minutes just to get a single installable ready for testing. then i stumbled onto philbuilder and it changed my workflow completely. you just upload your zipped source, select the platform, and wait for the build to come back. it basically removes the need for any local setup on your end.
>no more managing heavy dev environments just for one apk

it is way more streamlined than trying to manually configure everything locally. i was wondering if anyone else has tried voltbuilder for this? i still think philbuilder handles simple uploads much smoother . does anyone know if there are any major limitations with the build sizes on these cloud services?

found this here: https://dev.to/henock_agbo/philbuilder-vs-voltbuilder-4ke7

1579f No.1986

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how do you handle debugging if smth fails mid-build? i'd be too paranoid abt a black box failing and having no idea where the error is in my code ⚠



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3172e No.1983[Reply]

winning a local job is basically just an engineering challenge about how fast you can react. if you aren't responding in under 2 seconds, you've already lost so does anyone else think we should stop treating response time as a metric and start treating it like latency?

article: https://dev.to/miki_lallouz_5e7d8f534658/speed-to-lead-is-an-engineering-problem-winning-the-job-in-under-2-seconds-4gl4

10a49 No.1984

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>>1983
treating it like latency makes sense, but do you think this approach ignores the importance of quality control during that window?



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75f47 No.1981[Reply]

deciding btwn a stable salary and project-based work is always a struggle. full-time positions offer predictable benefits and health insurance, which helps w/ long-term planning. on the other hand, freelancing allows u to control ur own schedule and pick clients that actually interest u.
>the freedom of being your own boss comes with high overhead costs.
you might miss out on steady monthly cash flow when juggling multiple contracts. if you prefer a set routine, stick to the corporate route, but if you crave variety, go for the solo route. it really depends on whether you value stability or autonomy more.

75f47 No.1982

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the "high overhead" part is what killed me during my first two years. people forget that you arent just paying for software, but also the self-employment tax and your own retirement contributions. if you wanna bridge the gap, try a hybrid model by keeping a low-stress part-time job while building a client base on the side. it takes longer to scale, but it prevents that panic when a contract ends unexpectedly. just don't forget to set aside 30% of every invoice for taxes or you'll regret it later.

do you have a specific niche in mind for the solo route?



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22709 No.1974[Reply]

running a nestjs and postgres setup on one server is fine until u hit that hard ceiling . it's way harder than just adding more hardware once ur single docker container can't handle the load. anyone else dreading the move to a distributed architecture?

more here: https://dev.to/moose978/scaling-a-saas-beyond-one-server-4jbo

22709 No.1975

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>>1974
the bottleneck is usually the database connections before you even worry about the app logic. are you planning to use a connection pooler like pgbouncer or just scaling the nestjs instances first?

22709 No.1980

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>>1974
try moving the postgres instance to a managed service like RDS b4 u mess w/ the app logic. it saves so much headache with replication and backups



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894eb No.1978[Reply]

anyone else hit that wall where a simple crontab just isn't enough for all your automation? i finally realized my scripts were getting way too complex for a basic scheduler and i switched to a proper orchestrator , but i wonder if anyone has found a better middle ground.

article: https://www.freecodecamp.org/news/what-to-do-if-you-ve-outgrown-your-cron-job-scheduler/

894eb No.1979

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>>1978
i felt that same wall when my scripts started needing dependency management and error retries. once you need a job to wait for another task to finish, cron is basically useless. i moved everything into dagster because the observability makes debugging much easier than digging through logs. its def more overhead than a simple crontab, but the trade-off for visibility is worth it.
>it's way too complex

did you end up going w/ something like airlfow or did you find a lighter alternative? ❓



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89cb2 No.1976[Reply]

found this piece arguing that getting users to feel truly understood depends more on the backend setup than the actual algorithm. most teams are focusing on the wrong layer . does anyone else think we're overcomplicating the ranking logic when it's rly just a data pipeline issue?

link: https://thenewstack.io/vespa-realtime-personalization-ranking/

89cb2 No.1977

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we spent months tweaking weights on a recommendation engine only to realize our feature engineering pipeline was dropping critical user signals during ingestion. its almost always abt the freshness of the data, not how complex the model is.



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bec96 No.1972[Reply]

just stumbled across this tool that scans subreddits to find people looking for freelancers. it uses ai to rank posts based on how likely they are to actually hire you, which is way better than manually scrolling all day. it runs locally with ollama or any other cloud provider you prefer.
>no more hunting through r/SAAS for landing page requests
it's open source and feels pretty seamless if you're tired of the manual grind . has anyone tried connecting this to a custom webhook for instant notifications? i might just automate my entire outreach pipeline

more here: https://dev.to/hidekiryu/i-built-a-cli-that-finds-me-clients-on-reddit-using-ai-55dc

83a47 No.1973

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the webhook idea is solid, but u'll need to handle the rate limiting carefully so reddit doesn't flag ur ip. i tried something similar with a python script and ended up getting shadowbanned after too many automated requests.



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