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Does anybody know the reason why cryptos have increased 5-10% since the opening of the US stock market early today. When all the major stock markets have dropped. | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-07 | Z0FBQUFBQm9DbVhRWU93bnVia29uckgwdUloSGM3eU9FY0x4bnRPQno5NDFTY2xYbl94Wm12VDZtN2dQcWExVGtOT1o5S01fWDlseS1kLWZxRG1oV0NlTU9kY0ZXYzRxZ0E9PQ== | Z0FBQUFBQm9DbVhRRlk5S2FBY1R4cVhja1lyM2NjSHNEdXhYX21XanlMbzI3TVRXSEdyZnE2N2RSc2hvSXk0Z2tXZUE5bHozVXBhbmNnVjk1RVNDbFdnMFNiWWlRZU01OXM5SGowU2lkbHd5S3BDYXRBQnZpZmF0cVB2amxVTDFYazFBVDA2NGcwb293R2ZYRFRzNjdhaUpCb2duRDFKM0E0alN5ZjBSWlNYeXVhWDRSdUFGOWxId2VMSkNLUjRiNmx6U3V0VHcySXFZSUNNdzhjZzlJTGZwVzd4UWxKRTNJZz09 |
15/03/26
Principality
Stadium | r/sixnations | comment | r/sixnations | 2025-04-07 | Z0FBQUFBQm9DbVhRYWRfaUE3d1NZb2FmSWM1ZUVyREIyTkRNclVCYl8wbk1PcE9GZEFzdXpUUjFEU3hrMDFPcEVVVFNmQ0gtdTJWUS10aU4wRnFxSWNXWlFtelpMUExldUE9PQ== | Z0FBQUFBQm9DbVhReUNBaXZ4WU1hSkE3LThCZG1FNG9FQkhrQ3hOTi0wWHgxZmU5dlRLWENtQ1JuVjBONE1UTVVMY0hNT3B5Z2Q1UU4zbHFxMlhOQVVzeDhOTjJyclZKS0FJZ29NWEdzYWkyM0kxb0xOVXhrdXZGMVBjZEVaRmwwWFZmcWNERGt3c19URjJrWGRISzI0OTdZYkpnM0ExVjJ6R0FoTlJDcXhDN21WMkhnbEtBR0lCM3h3ODFGZFBQcjFaSTkwZnlCQk9K |
Hey folks! We recently released Oxy, an open-source framework for building SQL bots and automations: [https://github.com/oxy-hq/oxy](https://github.com/oxy-hq/oxy)
In short, Oxy gives you a simple YAML-based layer over LLMs so they can write accurate SQL with the right context. You can also build with these agents by combining them into workflows that automate analytics tasks.
The whole system is modular and flexible thanks to Jinja templates - you can easily reference or reuse results between steps, loop through data from previous operations, and connect everything together.
We have a few folks using us in production already, but would love to hear what you all think :) | r/datascience | post | r/datascience | 2025-04-07 | Z0FBQUFBQm9DbVhRemRQTWM3NGkxTHZJVGhaNEpiUjUxTzV4akxaanVKTjRkeVdwZ2ZhREZmNmxaVl9fN0FrVFY2TkM5T3JpRU85YkV6emU3N2lwNlNxUWZPeTBFQUk1Znc9PQ== | Z0FBQUFBQm9DbVhRY01MMjRCNS1iczNEemhUY0hSN1Y2WVRTUXBFOTlrSnBLbERvUlpUcktlb0s4bjZSdkpJOVNwMFRwSGVKa1lvWG9QTVZfUExZd29jUFl0LTROUjdRQ01ZXzhuVHhOdE9ZSm1qTlFCTHZvUXBTNVFlMjlDS240UmNnZzlwR0FJcmNxZVpveVpyRDR2UTF2cHpoUGFQTW8xUlJaTW1Edl9uVjhyMExNdUpmaGVlWVVNOXFkOENETGh2VGVKYklSeGt3MklNa0JEdUJndlNmWU9qUjBrWnplUT09 |
"The show doesn't go on because it's ready. It goes because it's 11:30."
I love this quote from Saturday Night Live's creator, Lorne Michaels. It holds a lot of wisdom about how projects should be planned and executed.
In data science, it perfectly captures the idea of shaping a project with fixed time and flexible scope. Too often, we get stuck in PoC hell. When every new project is treated as an experiment, requirements tend to be vague, definitions of done unclear. We fall into the rabbit hole of endlessly tweaking hyperparameters, convinced that the right combination will solve all our problems.
We end up running in circles, with yet another PoC that never makes it to production.
Lorne understood back in 1975 that to make people laugh every Saturday, they had to work with a fixed time and flexible scope. If they’ve managed to do that every week for nearly 50 years, why can't we get a model into production in less than six months? | r/datascience | post | r/datascience | 2025-04-07 | Z0FBQUFBQm9DbVhRSWYyaFhFV2lRX2ZHNF9wT21ta1paWjVyNDRVNzZ5aFlNRWZ0THBtSlJQajRYSUtGaHpQT0U4TllodDJuTWhnNUx2Q1R0X1IwVWtpTWd5MnhZZjEzZEE9PQ== | Z0FBQUFBQm9DbVhRWFV3RjU4OURzWUdCMXVuSlNRVkt2MUpwbW9ENE9BVXpWNmhoVkV4M2l3ZGpXLTI1WXByNGFIaVVUdE9MNzNWOW9malN1ZkYyNjZzam1FLVdWRHhoUDRzNlJ4R1J1RF9ITlRMbmUzd1lMRkRYTGVjNmp1U0h5SXRIY3BRT2Z3ZTBmZjVhSldWUHhIZ1FValhId00xLUNnS0xYbF84bFJBbDVDbWhfbjJJMkEtOXk2RXNtWS1oMHJRN05tMWZLcHNjOXZWMk1qQ25VOHVGcGJmN1BFZDRLUT09 |
So I just went through an interview process with Hays for a Frontend developer contract role at Loblaws Digital. I went through 2 round of interviews with 2 interviewers, and I got the news that they offered me the role essentially 2 hours after completing the final round.
The role wanted someone ASAP, and I knew I had to resign as soon as I could. I asked them multiple times if I was safe to send in my resignation letter to my current job, and 2 agents reassured that there was no issue once I received my onboarding process(which I did).
So I resigned, and the next day, they told me the client doesn’t want to continue anymore. I can’t know why since it apparently has to do with some “compliance” issues between the agency and Loblaws Digital. So now, I’m left jobless and they’re saying the process is just left on hold with no definite resolution or answer. I feel Miserable. How can something like this happen?? I’ve never heard of anything like this happening before, going through the whole process and getting the worst outcome in the end. I’m so ashamed to try and return to my job after telling everyone I got a new job and sending my letter in.
What am I suppose to do?
**EDIT:**
Name and shame purposes: Hays agency + Loblaws Digital
A lot has happened since I posted this. I reached back out to my old job, and they actually offered me a raise as an incentive to stay longer. I'll be starting again next week. I no longer care about the agency or loblaws as they said they "may" continue. Quite frankly they've lost my trust and it's their loss as I believe I'm a talented frontend engineer.
To those saying it's "common sense" not to resign early, clearly it's not so obvious. Others have shared similar stories and were able to avoid the same mistake after reading this post, so I'm glad it helped some people.
Even though the situation sucked, I feel more confident as a developer. I was capable of passing their interview and very likely handling the role itself. That's good enough for me as a self taught developer with barely 2 years of experience. | r/cscareerquestions | post | r/cscareerquestions | 2025-04-07 | Z0FBQUFBQm9DbVhRcFIxWnI5Vm5Jb081MWNnSjQ2cDBURVh5bGwxUmlEYXpCN1Rpd09NNUtHMjQ1c2pTd1ZHMXd4RDBtSmZPZzFXV3ZwSXhiN3dYODdVMldlc3QtYzYzbkE9PQ== | Z0FBQUFBQm9DbVhRYU1xOXgtZmtYRkZxemprYkZNN1hmbVVQUVRWazQyNzFfdHc4XzhBNGRDOExBZjlqM0VHcTBDVTZvdG1LZUJDNFFHUnhoejF3OTNrdmV1aDRNeDdiTklFdVh4blhvTEVlNG5QUnI0OWE4SU42TE42UDVON29FS3dCenA3RGhZOHV1RU51Rmdkd0poRkhKanVaVEJoUXRFd29pbTNWMm5WOHpDclhYbUNKbmV2UTJIc3ZUQXRnZ09iNkc2SDB2NWQ4VmJ4WFl5cjRHdGlEcGxkcllpMHhmQT09 |
So I just went through an interview process with Hays for a Frontend developer contract role at Loblaws Digital. I went through 2 round of interviews with 2 interviewers, and I got the news that they offered me the role essentially 2 hours after completing the final round.
The role wanted someone ASAP, and I knew I had to resign as soon as I could. I asked them multiple times if I was safe to send in my resignation letter to my current job, and 2 agents reassured that there was no issue once I received my onboarding process(which I did).
So I resigned, and the next day, they told me the client doesn’t want to continue anymore. I can’t know why since it apparently has to do with some “compliance” issues between the agency and Loblaws Digital. So now, I’m left jobless and they’re saying the process is just left on hold with no definite resolution or answer. I feel Miserable. How can something like this happen?? I’ve never heard of anything like this happening before, going through the whole process and getting the worst outcome in the end. I’m so ashamed to try and return to my job after telling everyone I got a new job and sending my letter in.
What am I suppose to do?
**EDIT:**
Name and shame purposes: Hays agency + Loblaws Digital
A lot has happened since I posted this. I reached back out to my old job, and they actually offered me a raise as an incentive to stay longer. I'll be starting again next week. I no longer care about the agency or loblaws as they said they "may" continue. Quite frankly they've lost my trust and it's their loss as I believe I'm a talented frontend engineer.
To those saying it's "common sense" not to resign early, clearly it's not so obvious. Others have shared similar stories and were able to avoid the same mistake after reading this post, so I'm glad it helped some people.
Even though the situation sucked, I feel more confident as a developer. I was capable of passing their interview and very likely handling the role itself. That's good enough for me as a self taught developer with barely 2 years of experience. | r/webdev | post | r/webdev | 2025-04-07 | Z0FBQUFBQm9DbVhRLVpiQUxBOE9HMlJKYnNwUl8zYUM1dFNTMVZnNng0N2lsQUlKX2N4OEdhcEpld0dlQmhHMUVlaEJ4elpDTFRfUFBKZExEQ3BuWklHTlJNZEVENWVnV0E9PQ== | Z0FBQUFBQm9DbVhRdXl1TlN1aktXZnJJMXM4TE1MbjZIVHFjVzdqRmtQUHg2cW9LM1FZR1RXRTk4WmlpSWQ1bnJHeGNCa2FDbzRfbkRiRjRFUWV0eGNOM1FXclJFT1FmWUFpWFlPZmx6Rzc1c29aZ3hrM2VPRi1zZXc2Zi0yV0cyRjFUeUgwWlcySVJXS2V4cnQ1UmNqbVNmOGw3cVBpMUl5WGVLcFhIcldFVnBiNFdKV0luRDFSZHdFNEt0WXlRWHBZTmxHREs0bXlObEs5Qnh0VnZmZ1kwQnptZjhaaVNhZz09 |
Have folks tried Manus for legal tasks? If so, what have been your experience(s)? [https://manus.im/](https://manus.im/) | r/legaltech | post | r/legaltech | 2025-04-07 | Z0FBQUFBQm9DbVhRdTlyN1pWTEtoVEhSTkFWWFBsZmlEU1M2c0xrbFdWLXAzaXhxLW9adlNDRFVCVnRQS2hqUjNjenRTeERLV1FxTmdGYmtJVTFLV01FdEJFUnhkY0JMWnc9PQ== | Z0FBQUFBQm9DbVhRdTRFYmJNdjg2cEduVGZra25CUGJoNFNUeHdiRno3T1N2ZEdMVXd6WW5wTEQtY1VEVFVZR2RmSVYyTmhJbkRESWVLNkwyV1VLTlhJQjhZTk1fbGFvQVJNX2FhUkJCTWZnaXpuQzFWOUdsdWFpNURzY0xUX0JobzNkT0VyNG5UZ1I0N0dvX1VPbXFrV0JKWWhWMVM3eU5nPT0= |
Uh oh | r/wallstreetbets | post | r/wallstreetbets | 2025-04-07 | Z0FBQUFBQm9DbVhRVEZqWGlTMldUS3VmbThoQ2N3LVliV3Fnc3JiR04zdkZoUWl5dzdmQW94T1pHNEo0bV91WThtb3BuVXpkNjJ1eGNZbjA4NV9YRGxXVnlRQ25Yb2VzMkE9PQ== | Z0FBQUFBQm9DbVhRNTVEWVRJZEMwTV9SNkFEZmlTMXJhOHRjR1hXSmM0RWVQWThtN3BTUzNxZGVHZnFqX3o2RkVVMEM5TTBBME5RTzVnNm1OY0pwaXU0WWxKX3hQWm5yZEh3akdGRTlBMzJwbFJtUU1paVpidTNqbGxKWGhvUGVMcnlrSVB1aWxCT1NsS3ptY3lXUTRLZkJWcXB6TXBlUDV0RWEzdUFCcTA2RFFuZUlfdTltMy1IdmZ1WmpsZkxOMnNYb1VFUnlldGRKcEwtUFREWFFicmRFa1QzUjFISkczUT09 |
It was home this year. We lost by about fifty points.
Twickenham next year. | r/sixnations | comment | r/sixnations | 2025-04-07 | Z0FBQUFBQm9DbVhReUJDU2ZucGVLNm9BVFF2QmVjUHRGbWQ1TXpVVnJGNk5jSFZKRExSSUFNeGdnSjVDazd2U2JBVEk3YVZtWjBPck5xamZRTllkeXFTb1hTUHBMdTZBMFE9PQ== | Z0FBQUFBQm9DbVhRWVlXMnY2aUZzWEhxcndGUTFLUU0tV2Rxb19NdWJHRlJYNUEtdnNIaW1DRWs1WDZJYUt6ZVRiT3lnbks0dE9LY1IydjgybjUtaUZJR2xkV243Wk83bzE4NGNVX243R1ZIdTZXMDQ1b242NDZGcXN4SGVmSjlTYkJNWlJjWGZkZHNwTVBnRG5fSmJpZmJlWUVDZE44OGZldVBtWEVPOWhlN1JXQ1pqQkxOVFo0WGpDbzFpdGFoSWJjcDE4LXE3ZUNp |
r/legaltech | post | r/legaltech | 2025-04-07 | Z0FBQUFBQm9DbVhRMHdmT2R1VGxKZGlERS1rYjRZV2dETUQ1TEFFX3p4ZWJjQTdNNG5oT0RuaERmWXo0dGZoRlM4REg4bnVQOG5FVHE2TUxISXI4cmdRQ3UwTDllWkw0Q2c9PQ== | Z0FBQUFBQm9DbVhRRUZxakoycmtmU3JuWVRiM0t0M21OOVBTdG1YYXVaQVNGLUZRckFDSHQ4eXRTcVlzME5ZTkVxbW9yZ1ozVWpjalBPMzVGWmtaSWlkaUVkODFZVlNkdmY0MG9mb25aVDBxQlV1MnJDUnZ6Q24wb0NGeEF0dkt6U2hDWDViVnFnVHphTG5pU3dYYUZHQkFFVjFvQXQtQkxTRjc4UzFjcFhwVVBFWDk0Znp1OW9fTjJ2Q05GVE55VkxBcWdmS0dXRThrSUdkVWJzWXZPZ3FNZnNtcXQzYlUtdz09 |
|
That’s enough YOLO for today
Good fucking lord thank you sweet baby Jesus | r/wallstreetbets | post | r/wallstreetbets | 2025-04-07 | Z0FBQUFBQm9DbVhRckhuLXVZZG9JTjlONVMzUzl2X1JjQ05heVZhQVhiNnlNT3ZNSTBvMzNPZl85QnlSNnlaaDhEbjNGMUR0UTVZekI2WF83cjFGNzh5b1BZV3pGSmt1X0E9PQ== | Z0FBQUFBQm9DbVhRTDFlcURyQ0RVZ0kyY2p5aDRnWGhEUVQ2dWUxbHlUeTVReVJ4b3dJcGJFNjg5N05MRHB5NVlDVVJhbldDbzUxa3ZhSmpMcjRYQnM5N2pCdzRPVHhEVkFMMkFBRkFNQS1KYUNscGpucl9CdFpHTDV0MWJnSEwxdWpaZHkycm9PN00zbWp1T3ZmQ0JYZFFHQVNGZFpkMjJqZ0RtNjF4c0xUQXZGSTUtZm1VdHdZPQ== |
Hello senior/lead/manager data scientist,
What kind of data science projects do you typically expect from a candidate with 1 year of experience? | r/datascience | post | r/datascience | 2025-04-07 | Z0FBQUFBQm9DbVhRck0xeU5BM19QWDA1V183R1dXRERfX2JyZ0VUUnJGYXg1YTR5XzA4NFdsZTI0ajRwb1lwYWxvS1pkZERwaW82ajJOREFoXzNGTXlzaW83Q2tjbGlwd2c9PQ== | Z0FBQUFBQm9DbVhRb1RVZEV6Mkt0YlBhOHFKNmNDUG1qbXN5ZjlfSkRLcHBtd1Jrenl5UFpBeDhPYWl5SGNGOEExeUxOVW9wMWhZeGFXTG1wU1ZDazNSQ0tUQjVWUzhVcGk1MjdXQlBwNVRNWG16NlZpMXdJN2hCY19XVXBoeUdSSDVyQXp1MU1GQUg2SFBkaG1xM1BzN2VacVdFSHRhNGkyRkl5RlRjaDMzRnVWdElrVjQ2VklnWGRBWVVXU0V1WUU0SktVOUhjRUZZZlR4RUo3SE9mMzF4VF9RR3ZGcVFBZz09 |
Hi
I am trying to figure out how to piece a proposal together, for remote ssh access to our datacenters. It's not a big setup, but other forces are looking to eliminate our mgmt-VPN and replace with Citrix (I can't grasp why), removing the CLI (iterm2) as we know it and stuffing it into something Windows-based like putty.
Current access is by 2FA VPN into a secure/locked down net/vlan and from there SSH to a linux mgmt-server, using SSH keys. 80-85% of my work is CLI-based, in a world of text.
I am looking into proposing a SSH Bastion server instead of the VPN (server would still be behind a firewall), where we would use SSH Certificates issued by a CA, because of the better security that certificates provide, like an expire date. The CA would be a Microsoft based one, not administered by me, where we would get our certs from.
But how do I distribute a new certificate to a client, once the old certificate has expired, say if it had a life of 24 hours? I'm looking for something as seamless and smooth as possible.
Could a script be used to deploy the next certificate, after successful login with the current certificate? | r/networking | post | r/networking | 2025-04-07 | Z0FBQUFBQm9DbVhRZ25NSVdGQ1pkUGhPMERUQnpVNmZNZ0hiMjJiUzF2dk51cXZBRUxTcXRWNExtRkNwWVZ6Q1JfZzlXOEVZSHFvaFVNdWRxdklucVhCRm93UE85X3laaHc9PQ== | Z0FBQUFBQm9DbVhRNmNPdkJOb0tGV29qMHNTNGFkeHhDNFhycVk3R2tsMGVCU2xCZERxVHBMS3BNOWd1M3FoOUNRUHlNQktsYVNGdWticWdkMThWcmdVdVZBQUpkZHA4dnpnR1VaTTRmY3JBWW9uaDQzT21xUlpjeUdBNTl2aXpjYXdtWVhMZDhRMDZ1NmxuZTBtX0dMSF9wS3lZZ05ELXkzZHR3LWlFV181Z2tvS0dad0VBQVdOZk1qQzBMU1NweGQ3R0ZEazdsdk56 |
Is there anyways we can use ai to filter all the wackadoodle and crank posts before they get posted? | r/neuralnetworks | comment | r/neuralnetworks | 2025-04-07 | Z0FBQUFBQm9DbVhRdE5oTWUyMVZaLV9oZDVkWDlZWW52N3VrR1pDZk1FNVcwUTFDb3E0dVZCQ21SalZlUzk2bXFON0QzazhjRHhmR3VBdHVhMDFlYkVNOUNnN3U3dGpWTXc9PQ== | Z0FBQUFBQm9DbVhROGpJaXFfelAyc3Nma182SWFvSW5DX1paWHAtbzZHYUhGR09PMlpIQlE1OHBFeURUNEkwS3hxQ3hSV0UwV3FDb0hsVkhqVWR5YUx1R0hPbTVkbV9wemtCN1FGR1AwcC1JejZ4ZzRsUmN1SjBEUmRMUmtTaWNXeUJNZ2Z3SThOcFhRSEd0Z2dTNDA2YzBPbUJIdWRGOWdjRjcyNHZTS0xYSjlHeEZRN3NaV1BSNllBN0YydHZOOFNjcVlDSUhjZkRrT0d5d2xwZ1pxd09EWjNkXzJTS2JRQmp0U2tmTjJmWU5fS2xiX01vUlBPcz0= |
Exodus has [announced](https://www.exodus.com/support/en/articles/10862085-what-should-i-do-with-my-monero-xmr-before-support-ends) they are phasing out their Monero support. We've partnered with them to offer a new home for Monero users on Exodus. Switching wallets doesn't have to be a headache; whether you're new to crypto or a seasoned user, we've got you covered.
# Why Cake Wallet?
Cake Wallet is designed with your privacy and convenience in mind. It's a user-friendly, open-source, noncustodial wallet that lets you manage, swap, and spend your digital assets securely. Plus, with features like easy swaps and Cake Pay, you'll find it's more than just a place to store your Monero.
* Easy swaps between currencies
* Buy/sell crypto in-app
* Available on both mobile & desktop
* Purchase hundreds of gift cards (including prepaid Visa!) all around the world
* Strong security features
* Open source
* Industry-leading privacy features
# Two Easy Migration Options
**Recommended: Create a New Wallet in Cake Wallet (Quick, Easy, Secure)**
This is the fastest way to get started. By creating a new Monero wallet in Cake, you'll benefit from the latest security features and a simplified 16-word seed phrase (Polyseed). This will also give you a clean start and reduce sync times.
1. Install Cake Wallet (available on iOS, Android, macOS, Linux, and Windows).
2. Create a new Monero wallet and follow the on-screen instructions.
3. Send your Monero from Exodus to your new Cake Wallet address.
4. Confirm your funds have arrived.
Creating New Monero Wallet in Cake Wallet
**Advanced: Import Your Existing Exodus Wallet (For Transaction History)**
If you need to keep your transaction history, you can import your existing Exodus Monero wallet. This method uses your 25-word seed phrase.
1. Back up your 25 word Monero seed phrase from Exodus. **(Important, keep this safe!)**
2. Restore your wallet in Cake Wallet using your seed phrase and creation height.
3. Wait for the sync to complete, and your history will be visible.
**Quick Tips for a Smooth Migration:**
For the fastest migration, we suggest using the new wallet method. It's simpler and takes less time.
* Always double-check your wallet addresses to avoid errors.
* Consider sending a small test transaction first to confirm everything is working.
* Keep your seed phrase safe and secure. Never share it! Even with us.
After migrating, take some time to [explore all the features](https://cakewallet.com/) Cake Wallet has to offer. Swap cryptocurrencies, make purchases with Cake Pay, and enjoy the freedom of secure, private transactions.
**Need more help?**
Jump into the full, step-by-step migration guide below to make the transition a piece of cake: [https://docs.cakewallet.com/tutorials/exodus/](https://docs.cakewallet.com/tutorials/exodus/) | r/monero | post | r/Monero | 2025-04-07 | Z0FBQUFBQm9DbVhRTUxJRjgwREhUS1RjNVhuX2NMUDNXeHk5VTVwdEtJclpmTTNWM3JFVkFjUzNoUHppVkdISXZCN3hvM0RNRnBUUUgySnU2VVFtU1VuWGNkSEJCekE3RkE9PQ== | Z0FBQUFBQm9DbVhRbGJLaUl4SmthSlpjUkpTcDdDZFdYcTVtRGpqSWVVYVRMS19RUk1WcThnZDdoY2JFOFRES1p3enhQeUtaNFN0YXBqSVV0SmxCeWVLVDR4WVlwUWVocTl3Q0xHc3lJMlFxU2dBbmx0ME5wQTUxMU12czBvRTNGT19paXh1aDN5X2Y5NjYzNzB0bzJkaWoyZ29adTkwZW5oUXBlR0JuOUZ0U29HbnJPMEZSZlpXZjJJZDB1cGZ3ZG5VWFFGamFSaUZYU3VmZHVmOWo1blBycWc1aXlleUkzUT09 |
I'm basically a complete beginner in coding, and one thing I haven't understood yet is why I should use frameworks in the first place. I know what they are and what you use them for, but can't I just do everything without them? Is it just because I haven't done anything complex enough where I would require one? | r/learnprogramming | post | r/learnprogramming | 2025-04-07 | Z0FBQUFBQm9DbVhRaWt1Y2NPcExmRDdqRm5fSXJ5TzBxaVp0ZEwxc3otQ3ZUdmRmMFZHcTM1RlZIakFxSzVSNkpSSTVJT1BsRjlQTF9VYlhfX3kyZEh0eG02Yk1OaE5wcVE9PQ== | Z0FBQUFBQm9DbVhRb1lzbm1QdnFIcFhPTklUNmdqLXlTVk12VVhDTnFNVGE0VjI1eC1kRS13elNHdHprdmpsajdDaFZSS29vX21GTzFPT1lvLVFJaXJoYTRleUdGVU5ESnNVTzQ0bmlCVEZNa0RjQi1UQkNITzBRM2lqWlNVTXVUV0lacnFtTVBWTGctVm5pNjFjS2ZvcERuQnFXM0VCSGZOdFJjZ3drcmZPTzg3dWoyS09TMXNTc01GYTVDNEN3VVNnM0RJNWpzSHhE |
I tried searching it online but couldnt get any info
| r/networking | post | r/networking | 2025-04-07 | Z0FBQUFBQm9DbVhRNVJ0MXowTk9URzkzQ3JDQW9JX2paNktOMWt2eVh1RGFwOG9rRk9TdmlNN2dOYkNkclpZODQ2UGZqdGxzNGlVWHF5cFJXT2FTZWo0ekdxNlVfTklpZlkzV29qRU5ObDRWN2hPUllqc1N1eGM9 | Z0FBQUFBQm9DbVhRaFQ5UW1rdllRMnRLWmlRa3BnTkZleWJucXRDSGt6djlqa1JuelNiUzhNYThUbUVCc0w3RU5xdUl2RHlaemtMWnl2Tm9JaFAzeWV6UkVFWVpTUWlZOHNnUVRRVmRtcElpQk4xQWRDdWNEY09zeDFyc2ZRZFlRMkRleGc5b2gwNTlHWG12TGZTeEZUa0NoenZlcXZyaENXQU1zWWFFNzdxa1ZCZmFXOUZWUHppcXcwa29RSXVTMmIyRk81MDlHMXp6c09WdzQwRU14SndxUHEyemJlc0RUUT09 |
At this point I’ve “lost” about 10k. (Started investing in BTC this year). I use quotes cause I’ve never sold so really I don’t lose it until I sell. But I’ve stopped checking my portfolio cause it is depressing. The way I see it is I was broke before investing in BTC and I’m still broke now so really nothing has changed. I don’t care if BTC hits the floor I’ll just keep DCA.
Who knows what will happen long term; I hate checking this sub and seeing price predictions because NO ONE knows what the future holds. I’m not planning on selling because for me BTC is the only way out of my 9-5. Let’s just hope we see that day before I’m too old. | r/bitcoin | post | r/Bitcoin | 2025-04-07 | Z0FBQUFBQm9DbVhROWlVWjVUakFVd1NnR29SanNkQUdUcXNZUWRMUGVITGJFVXhqR1V5alB0a2lWQjB2cTcxQmRtdmhnZURMdWM4MmExUkY5bGpXNEg1RzZmUlc4QWhXNmpaQnpYN0ZrcEY2cXRiYnIxeHN1eXM9 | Z0FBQUFBQm9DbVhRbmdGQWdlVzlhT1RTdEdzQ2JzXzg5Q0o5ZW04dnlxYnZLOXN6bmxCZDY4dXZIbWp4SmFrUWVUX2FOQzI0cDI0Z3Zab0dqdjZ5OW1aOVdfLW5EdnFDdWpwd0E0Q0Znc09rTENzVU5XbHNCSjNzSl9rYmhDZFJYZ3RIbUI0UFhsZlREMUJLNFl2RS1iNnZ6by13ODNzQmdFcHY4LTE0YTBna01ETzVzLVhRU2VVdnNEdU1TY2JtVU1Pc2xCV2hHSnp5b3VKYVJ3SG93UmNGcHBfMmZPOUhidz09 |
I’ve been in IT support for about 6 years now. Lately, it feels like I’m just constantly reacting, tickets, escalaties, afterhours and I’m just designed by the end of the day.
I still love tech but I’m seriously starting to question if this lifestyle is sustainable long term.
Just curious: How do you Guys deal with burn out in this field? Is it just me, of is this kind of fatigue Common?
* sorry auto correct messed up the post title… | r/itcareerquestions | post | r/ITCareerQuestions | 2025-04-07 | Z0FBQUFBQm9DbVhRTS1xX3ltOWJDaWloa29qd2pjbExHY1ZWSGVJbjJwR1EzNzI5UW1EMkM0SWo0cWNXc0VxeWRHajlFdk1wMjBSaGZBVlBDQ0x2c2hXb05Gdy03TmYzQXNRcFFyNEQ0OG9wQVYyb2x0ZTg3Slk9 | Z0FBQUFBQm9DbVhRUTlWMngwMkpGQ21ibTBLQkpFNC10bko4ai1LRlFhRHdfVVlNRVlJX2dTcXo4bl9LQWgxWUVtMGU0LXhoR0hHajNuZlZhZ3AtRFpuU3BXZUZhclhHWnVwUEJ0aUZPQm9Jd29qVTU5Z21uUjJGTGd4bldhS0EtU1lENHh3RU5yZmZmUjN3WTFZMFJkQ3c5MGFhTlJFVHJLUlFfeHVWS1AxQW41LXlOMlBlOVl4dEhCR09vcE1veUlSSWZWTjdkUU9OaHhCXy1iZjFpWnhvREp4NUxyZTFJdz09 |
To everyone who shit their pant: don't worry, I'll short in order to trigger the recovery. At least that's what happens every time lol. | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-07 | Z0FBQUFBQm9DbVhRcGdfRFNNc3JyaC0wajI0aVBYYVZ6TzNUVkNaeXFYTjFYRjBrZHBSZ3luVU9ObU5vZmJyZEFqZl8wSnY2cE8yc1U2dm5kV2ZhdF8xaXF5VGdsR2haZWc9PQ== | Z0FBQUFBQm9DbVhRcm54YkU5dnRXY1hGSkQ5RTNncGNIUk9TVTJGdmY4TVZxQWw4NDExRFBFYjFMZWhKUFoyOFlQTnd0N2k4UDRZMUxHVEZzaUF6azAtQkhFQjRZSXQ2cUVlWEQzcjFTdEljbWd0UjgwRFN0MXBoZlRiSjliVzhiR0dza01JQnFGRk5qQzhDbXhCRnlwcExfOHQ1N19YUzNuMl9XZW9pNmVUUkhyOTYyTzF3bzJfR3dCaGdPc2ZVVXZmMXA4UGdydXlQbnpIVGxhZl9hdWgwdl8tblRpZl82QT09 |
I'd like to apply to McDonald’s.
However, I’m not sure about the requirements or the acceptance rate. Can someone help? I already have decent knowledge of data structures and algorithms, but I’d imagine the interview process is rather competitive. What’s the standard? How can I stand out? How many leetcode problems? And of course I’d like any other tips. I can even make a fries sorting algorithm if necessary for more efficient workflow, implementing the right data structure to ship out the fries at the right speed in order to go right in the bag, distributed evenly.
Im being serious btw. I'd like to apply for an internship. And right now I have my sights set on McDonalds. | r/cscareerquestions | post | r/cscareerquestions | 2025-04-07 | Z0FBQUFBQm9DbVhReGZvQVZCdTltQ2NQSWo3UFB1UVJURFR0bFRnTE5wczVBVWtzWHNLVlVzQXVPLWNhNVhfWVctNHFmdDlFek1VSmkyNzJmeFJxQnhfczVIc1dYZFpfbXc9PQ== | Z0FBQUFBQm9DbVhRSzBJbl9RLVRVekQxbHlUMzdVY1JkXzFxZl9OT1JrWGZ0UldLeldNcm5fWUpIdmhMRVUwVlh4YVJRQmtqNThuOHJGMkNWUUc5QzZjSDNRMzAwVzhhVmtWSDB3Zk9VdngzM0ROTVJOcVNSSkhoOGEta0JtLTFvdWNYeUEyVHdMN0FwdVJZZHdnbURqV2ZjNWluTzZTc2V5c2JSRjFpbHE5ellVNkRxTlVHbk52Z0E0NW5qQkQ1LXNsVF9VOEhhdEVSajdVUklJQlBxejFZeHRic0xudnFqQT09 |
I went to trade school for two years at the tail end of high school for IT and cybersecurity. I just graduated last year with my Associates in Cybersecurity. Prior to all of this, I was entirely self taught so knew my shit coming into it for the most part. Throughout all this time, I got my ITF, A+, been ready to take my Security+ for years but never got around to it / couldn’t afford it, and at least like a dozen TestOut certificates.
As it currently stands, I can barely find entry-level work let alone anything in the field. Is it even worth pursuing this field as a 24 year old? I feel like I just wasted like 5 years of my life. I can’t even get my foot in the door. I’m considering pursuing trucking instead since at least I’ll be able to find a job.
If it is worth pursuing still, what can I even do to get my foot in the door? Apparently whatever I have isn’t enough. | r/itcareerquestions | post | r/ITCareerQuestions | 2025-04-07 | Z0FBQUFBQm9DbVhRZDBmdFM5dW5BUzhvVnA5YlloaGh0MVk1cWZoYWlnTmdJYWxXeU9MMlAyRUxUdGowWmFhdWZyMkZFbkxGcm1WQmdjQmlySmpoQmQyUjFRUmtlUXFDcXc9PQ== | Z0FBQUFBQm9DbVhRTUhzTzVNbFBnczJMeFI0RmdQbWRoclVLaXlLa2xYclU2NFZ5UXpabXBwZGlCM3ZmSFBfTUtyVXMydlZQSVpLazNYaUxzLUZUVGtqMUR3d3B0bzRSNTRvWTU3eVRKbm13WTl3ZWJVN1ZTUm1fZ3N2bzR6aXNTY25uck5Rc05FT0lJSU81NGFCaGpsLU9VTWQtT1BWUGZfeEh3NWtKY1dfZlktOGMxZHVGdm9aUGRGU0lidk9ZTGxsdWhOMzIyRVY0NDdXakVYTzF5eko4SlZ3S25aYXlsUT09 |
The largest lobbying force for corporate America is considering suing the Trump administration to block the implementation of the president's new tariffs set to go into effect Wednesday, two sources with direct knowledge of the discussions told Fortune.
The US Chamber of Commerce, which represents millions of US businesses big and small but which is heavily funded by industry titans, has been weighing taking the tariff battle to the courts and is being urged to do so by some of its largest members. The move would effectively provide cover for companies distressed about the tariffs' impact on their businesses but fearful of incurring the President's wrath by openly criticizing his trade policy.
While the exact legal argument behind the group's potential suit could not be learned, the Chamber could argue that President Trump's invocation of emergency powers to impose the new tariffs is illegal. Last week, a nonprofit called New Civil Liberties Alliance recently took a similar approach, filing suit on behalf of a small business owner who imports goods from China, arguing that the president did not have the legal authority to impose his February tariffs on China. Trump had done so by invoking the 50-year-old Emergency Economic Powers Act (IEEPA), arguing that China had not done enough to help stem the U.S. fentanyl crisis. | r/neoliberal | post | r/neoliberal | 2025-04-07 | Z0FBQUFBQm9DbVhReThSeEJhdGRvSU1iczkwUjdpZ3Fudk9qaTFBQ2lYYmpObURIQWVMeHZ5NVZrandpaFhCaFJ5ZDl0Z2k5RWVMUEhLYWhGUlNzNkxoM085Y2dwb0NjM3c9PQ== | Z0FBQUFBQm9DbVhRbXNQbTBsb2NMOWJ2cElkaGotMkNHZG1PQXByOEZ3bTJGdzlUNFJBV1pDSlVNY2R1clU0MTRQd0FPNUFkNmpLUFpRQ25oODlWMFB0a05LSjY4RF9aaG5YV2ZCRHN0RzBiaXpZQUpVYk9XV29oRlRCbjFDaTctXzItNDFaWVU0ZjdWWEVQQTJuTE1lVFlKTng2ZHc1N0l3MGR4cnF1Y3BjSTZwOFNmLTdjX21ja1F0VW9YbVRqdWhRU1BwdU5uTzl5 |
Hi,
I work for an MSP and we have a potential new client asking for a solution to add a firewall / router in a box outside in Quebec (-30 degrees celsius to 35 degrees celsius) and I have never done that kind of thing.
The client is an EV charger provider and this box controls the EV charging stations. They are currently using 3G and they are told that 3G will get removed in the next year or so. Their current devices have home made programming inside and they do not want to discard it. So they want to add a router / firewall to connect a couple of devices inside that PVC box which is outside on a building wall. They will add a new device to connect to 4G and this device needs to be connected to the current device (which did 3G) and the building (network communication of some kind). So the new router / firewall will act like a switch but will control trafic from the old 3G device to the building and vice-versa
We had our primary meeting today and I will get more details next week but I wanted to know if anyone here has ever had to install a router / firewall in an outside environnement and if so, what did you use?
thx
EDIT April 15th: Thanks to everyone for all the great answers. We proposed a Mikrotik hEX Refresh to our client to test and if all goes well, we will buy about 30-40 more of these and replicate the settings using script (I imagine that must work). Can't wait to play with it !! | r/networking | post | r/networking | 2025-04-07 | Z0FBQUFBQm9DbVhRN29tdFV0UWpJRlN0ejlTRnFlOEl2cjJqbXBrdGJIUWJSQ3dBeFByWndCSk1OZkUydGZYcHZpMzZMTnZ0QlItaVpOM0pJVmRFNU1QSzAxZ3pFMXZ1NHc9PQ== | Z0FBQUFBQm9DbVhRT2QybVJwa3F2SmZ3dkEwcDAwMlJ0cnlPYkxNY3RuMDE2SWN1QktGNGoxd3RtZmpnNFRqVEFlTTM3Y2thbXh1cl9iSXQ3TjJkN1NXdm5BVVhwejFmbjUxZG9xd0pYZHpJSEJJeGlELWpzZEVzdkpxWVRUclBzbkNIendDTE5ZUDR6dzdsVTY2ODZNX09tbVBxZHpuSHZORG05aFhIazhKa1BiY2ZSZno2ODZaV2ZBYkhSeGZDNzdkUFdxRUJVWmN4YUYtdjJEUmh6bEhoU0hxdjYwVmp4QT09 |
What are some things you wish you knew earlier? Like things about how to clear debt and financial decisions swell as a job. I'm currently a 17 year old, graduating in 2 years and would like advice so I don't screw up chances of becoming financially stable. I live in Norway right now so specifics for that country would be appreciated. | r/careerguidance | post | r/careerguidance | 2025-04-07 | Z0FBQUFBQm9DbVhRSWhEQlRSeFd1TkZScTlYaFVhYnRJeUVtdUx4SldSUm1QOG5wVjZhUTNPUWZZSjdNZkVtZ3dnclBVcEd6NnM5QXJ6UV9QR3FFeGFpMERiZmdYQzhQS3Q3eUxQYWlsRW9hbndSeVhyUU1zSFU9 | Z0FBQUFBQm9DbVhRRWNDVjBWLXlBbk9VUkdaZVQ3XzNlaEp1dk9WTGEzWUltQjlYYm1zdHZwby1UN21veHVVZTZkM1hPVUdEcW9mOC0xTEM0aC1uYTFjdU1Zb25CSlRMZWlJbko2WXk1czl2b0FWeVFMMENwbUxjQ19uaXpNdmdCc05qQVRJRS1TTHZVZGwxU1VTdUhNRjVPRVBDQjZ0bHZhSnZTZjVfb0hhNVJ3ME01ekUzUzQ0bzZ0MlM3MC0tRVh2clNtRTN5bVNGTzl1ajlxdWh6bDQ3V2E1MmtDc2hiUT09 |
As being [covered by multiple news outlets today](https://www.cnn.com/2025/04/07/politics/trump-plans-military-parade-washington/index.html), the Trump administration is currently planning a military parade to celebrate Trump's 79th birthday and mark the 250th anniversary of the establishment of the US military.
[Trump requested](https://www.bbc.com/news/world-us-canada-48842428) a military parade to celebrate the Fourth of July in 2019, but that was denied due to the logistical challenges of getting America's armaments to D.C., and the damage tanks and other heavy weaponry do to roads, just by driving on them.
While America [has held military parades before](https://www.motherjones.com/politics/2018/02/actually-the-us-has-a-rich-tradition-of-military-parades-but-normally-theyre-after-military-victories-and-stuff/), typically after military victories and for a handful of inaugurations, they don't happen often in the United States because, as top comments from US servicemen and women in a r/military [post last year suggest](https://www.reddit.com/r/Military/comments/196k856/why_did_usa_stop_parading/):
>(1) When you've got the biggest stick on the block, you don't need to wave it around.
>(2) The Desert Storm victory parade messed up the streets in DC. Those roads weren't built for tanks. That, along with the difficulty of getting tanks to DC, is part of why the military didn't want to do a parade for Trump. The other reason is that they don't want the president to look like a dictator.
>(3) Military parades have become synonymous with military dictatorships who have to continually show force and rattle sabers in order to keep their populations under control. We would rather not be associated with such practices. There's still plenty of parades that aren't focused on our military might that the military takes part in in some shape or form though.
Given precedent and the current political climate, in the context of the current administration's pursuit of cutting wasteful government spending, and the recent removal of many of America's military leaders, do you think President Trump's requested military parade will happen, and why or why not?
**EDIT**: Cleaned up the formatting of the quote to clarify that these are not *my* opinions, but rather those of American servicemen and women in a Reddit post on r/military last year. | r/politicaldiscussion | post | r/PoliticalDiscussion | 2025-04-07 | Z0FBQUFBQm9DbVhRQjZJR01UTVQ0ZHFlY2g3WDFkTE5UZkVnczdNYzNJU3NqeVN6bjI0WFRjSEYyRktDeG5XOGV0MEtSVVd0OEZybEZ2VWF4RTZWYjV0b2x0NnA1Q2RLdFE9PQ== | Z0FBQUFBQm9DbVhRZnhKc0NleFhaNE55VU9vQkRxZXpnRnF1OEtpV1pzeFRaMWVVQ1lzOXpHTWRDQ2lIejgzOGRVM09aeEI5Tl85WEZ3RFhuLVhTdFdqUC1JTXNFUkpxS3pFcm0yb1ZIcUlMUkpQU2xoczlWN29LYU9ncDNUZF9Jb0UyZ2NJNThkbjhEcFJhSm81U3NIYnd3OVRaQlNSbHJRVDBtRlVyanp5MXMwTzVwaWZnTFJqUUJTd3laQTJxTDhsd0I5WDgwZ01lWGZqaDhxMUhaNFVKM2kxQ1JGV1RUdz09 |
I'm genuinly curious and I want you to be blatantly honest with me. Am i just retarded? Or is google platform completely trash ? They have 10 different sites, sometimes for the same service, sometimes not. They literally have a gemini interface in 4 different sites. On vertex, on google cloud, on google ai studio, and on gemini's official site.
I just spent 1h trying to understand why I'm in the wrong billing account. it took me 1h to get to the right one. If you want to acces billing configuration ? It's simple, click a link, that links to another link; where you need to log in again, but wait, no. You're actually on vertex now, you need to go to google cloud, but wait, you're in the wrong "project" so you can't actually acces the billing accout, first you need to find the button to get to the right project..
Has this website been programmed by apes ? What the hell is wrong with google | r/webdev | post | r/webdev | 2025-04-07 | Z0FBQUFBQm9DbVhRZnVPTnBvWXRWT0VYdm5Bd2V4TDdobnhsNnphN1J6STE1SGZhMFNIV1FtVFc4YWJDSmVxdnc2NG1ZcjRXZUhnZXR6MVp5c0dsUUF1QnYtY19TV3hmRnV2Z1F3Zml1X3MwTkVLeVU0M0RhNlk9 | Z0FBQUFBQm9DbVhRTWhjeDJKYmZUZjV2WXNCME85bkw0VVN4Z1pfTU10OTRBd091UEptaDRXTlByY1pTeHZhMGEtRFc1R1lSRWhWYktQZ2wydXpSdE9ZQzJhbFBZS1g5MGtrZzI1Z0FzenFNOExWOWdjMVhzREM4bi1PcUp4WDJobXQzLUhnRFVoZTZUSW16REx1U2xkcGxMRTU1eGNZSHRXcUdWeGxDRFVBLXZtei01VURsWVBGcjFuUHZGOGJEbElkdnJfdWZqNmFf |
Evry time I search remote data science etc jobs i exclusively seem to get hybrid if anything results back and most of them are 3+ days in office a week.
Do remote data science jobs even still exsist, and if so, is there some in the know place to look that isn't a paid for site or LinkedIn which gives me nothing helpful? | r/datascience | post | r/datascience | 2025-04-07 | Z0FBQUFBQm9DbVhRX3pzaUtnaUNidGh4UjJYWmxZamp1alZDaDZtNHprMW4xbzBRMDN1NWRFb0t2cTJsYVlUNFpEd2xJT0U4SmExQW12SGU5dWJ6RXozOFBDRW5ITS1iU2c9PQ== | Z0FBQUFBQm9DbVhRSF9tQlU5THhvaUVtTG91S0w4MF9WdlNEVjNydDNkRFcyR19FOHROM1A1dmNzeGVDdkdyTHl1emRZSnpWNWZFQ0NoNnlpOGlrcWZ0YmZ1UDZKXzhDbVR4UnMxbUJfR0g5b0NnVXkteHlZdEZSQlZFTEY1UW9oNXBHcGRuS2NZNzRoMnptLUF6dHB3Sk9GZklxYzZ3SXJBS1VBRmp2M0V6Tm5FVmxHSDdVRklhSTZnRXZQLVNWYXNNSEpZbGFGdzhq |
Interviewed at a unicorn tech company for internship, and made it to the final round. I felt I did incredibly well in the OA, behavioral, and technical interview rounds. For my final technical round, I was asked an OOP question, and I finished the implementation within 40-45 minutes. The process was a treadmill style problem, so once I got done with the implementation, I was asked a few follow up questions and was asked to implement the functionalities.
I felt that I communicated my thought process well and asked plenty of clarifying questions. I was very confident I got the internship. I received rejection today and I have no idea what I could’ve done better besides code faster. Even at the rate I was working through my solution, I think I was going decently quickly. I guess there must’ve been amazing candidates, or they had already made their selection. There could be a multitude of reasons.
You guys are just way too cracked. I’m probably never gonna break into big tech, FAANG, etc. because the level at which you need to be is absolutely insane. I worked hard and studied so many LC and OOP style questions, and I was so prepared.
But, as one door closes, another door opens. Luckily I got a decent offer at a SaaS mid sized company for this summer. It took a fraction of the amount of prep work, and it has decent tech stack. I am totally okay with that, and any offer in this tough market is always a blessing. I’m done contributing to the intensive grind culture. It drives you insane to push yourself so hard to just get overlooked by others. It’s a competition, but I can’t hate the players. I can just choose not to play.
I am still a bit bummed out that I didn’t get the job offer, but how do you handle rejections like these? | r/cscareerquestions | post | r/cscareerquestions | 2025-04-07 | Z0FBQUFBQm9DbVhRTE1FeEdiWkpDNV9LRDg1M1VBTmJ1b1ctd3RSbkdRanVSU3dwWi1RUGpKY2l1dkhHOEFNcm81OF9yTGVGTlNJajJaZk1sOVZ0bVAwSjFsdnZ2N1VGM3c9PQ== | Z0FBQUFBQm9DbVhRR1cyV1dzNTZSMFhDR3BWeE81eUw4VGw5ZWVoQTA3bGhSY0V1and4M2huNnpPRHZQTHNkTFF5SFdlQ3hROUFVUlE2aFpsMGNOTnVtV2swc3JtYlpldUlSTldaNko5S0lwZE1yRnM5bWY2Wk1RRGw0d2ROaGNaUFZfdXVvYmFVX2FLZDluX0c1RXM5Vi1LQ0JxYWhJUGtIc2xad1lKUW51QXJZUDdRTDByelZQYjdjT2ZuVWUybThud0p0SVhBWnd6NG5hOFk0UjQ4TG5xcGRKcTdWNWowdz09 |
I have been coding for years now(mostly c#), but I haven't touched stuff like Arduino, so when I saw my school offering a class on it, I immediately signed up, it also helped that it was a requirement for another class I wanted to take.
Most of it has been easy. I already know most of this stuff, and most of the time is spent going over the basics.
the problem I have is this:
What is pseudo code supposed to be?
i understand its a way of planning out your code before you implement it, however, whenever I submit something, I always get told I did something wrong.
i was given these rules to start:
\-Write only one statement per line.
\-Write what you mean, not how to program it
\-Give proper indentation to show hierarchy and make code understandable.
\-Make the program as simple as possible.
\-Conditions and loops must be specified well i.e.. begun and ended explicitly
I've done this like six times, each time I get a 0 because something was wrong.
every time its something different,
"When you specify a loop, don't write loop, use Repeat instead."
"It's too much like code"
"A non programmer should be able to understand it, don't use words like boolean, function, or variable" (What?)
Etc
I don't know what they want from me at this point, am I misunderstanding something essential?
Or does someone have an example?
| r/learnprogramming | post | r/learnprogramming | 2025-04-07 | Z0FBQUFBQm9DbVhRSFZjZlBLVTM3aV84aUNMZlU0bHpIcDVnWXB2SFlfZ0lCUVFJVUxVZzY5S3l6RGI5NFVTUWFaVzd5djhWSUNGaTZoV3lMcy1wYy1CV2hRVmVUOWZ4d0E9PQ== | Z0FBQUFBQm9DbVhRWi1OTl8zQXBCaGg5aEc0eDdSaUxZWkZ2LWQtLUV3NFpVR2E0VG43SDZhaHd4RndMaVBJLXQ1OXdIYVpLYlZLSDZDNlhFNzdCalJseW5SdkQ3UHZVQzBGNjFXdmVRaGhRbExUS2wxZF9va0RRdWJqZ20taEJpZHhJVUR4X1hUTWtudVFSUkM5TUt3QkJ6dS11TWNJc2llWTR4ZUFBMzdaLWx0aHpOQ2U2czJvRHA1bW9BY016MXI5UzZjLU1PRV9ZSEcyanFtYVZza19Sa2UzRWZXYmlEQT09 |
Fingers crossed! | r/bittensor_ | post | r/bittensor_ | 2025-04-07 | Z0FBQUFBQm9DbVhRZWFWdjRSOUZ1aTRhOG5YY1QyQ1RwbHJkLTBOLUdlbzByVUY1SEM4NUtVYmZVc29ydTlkakIxcnVHY18xckt1aWg1enpWWTJkaXY0NlJrWlBaX3I0QUE9PQ== | Z0FBQUFBQm9DbVhRQldWSGMzN3RpTHpOblprOGdiZU5VQ3hCaFk2b2pYYlkxNExPNVU4cFl2NHRUYWRQVFdBWWYxUmlLa1NoeXFqbWVXalREeVNiSmN2blItZjczSy1meS1HaU9VcTVFblFESVRNTVh4bFlxZEhhMHBjU0NqcGVUU1JtdFBqbVJhZzRES1RPTkc2b3IydnM5aW42ZEdaVTltb2hBVk5sYjZvR3FlQXJlRHhLOFJBakllYXJNNlQxdlBiR2JaMThSbW5NenNkZVVvYVNEMG1XR0Jqc3FxeVdnQT09 |
Hi all,
Not sure where else to post this - I am in shock about what happened today.
I work at a healthcare-related nonprofit as an event planner. I knew that I wanted to go back to school and get a professional certification this Summer, so I gave a six week’s notice to my manager as a head’s up. Essentially, I would be resigning one day after my next big fundraiser, and this would give me time to write a transition plan for my replacement. I care about the cause that my organization raises funds for, and I wanted to leave things in the best shape as possible.
I verbally told my manager this plan, and she was grateful for the head’s up. After this meeting, I put this in a letter format and sent it to my manager and our Human Resources liaison.
Today - a week later - I was invited to a 12 PM meeting at 11:47 AM. The Human Resources liaison and my boss’ boss were there. They told me that they accept my resignation, and I will be paid for the remaining 6 weeks, but that I must leave immediately. They made me take off my badge and leave my laptop in the meeting. When I asked if I could log in to my email for a final time to email a goodbye to my professional contacts and fellow employees, they told me to pack up my cubicle and leave as soon as possible.
I didn’t even get to say goodbye to my manager or coworkers that I’ve worked with for years, and I didn’t get to leave any type of transition plan for my replacement. I’m confused and upset by this cold goodbye, and I feel totally blindsided.
Any ideas as to why this happened so abruptly? I am truly floored and don’t know what to make of this situation. | r/careerguidance | post | r/careerguidance | 2025-04-08 | Z0FBQUFBQm9DbVhRbFpZX0ZvaHo2YnNzRHNVcTF5TTI5YWttM3E0Z0UzUEh0SkJkZl8wUWlzLUE5ZUtIVkRPdGI1aXd2SDhfaGo3U0xYc1N1SGdQU3BKZ1NWbk5VbzBTRmwxUzdEWm8xY1pBVzFFVHRMUWY3dGc9 | Z0FBQUFBQm9DbVhRVmRQNDhveEFRdEtZZ3ZGZUtMVXVBb0I5aXlaU3ViZlJXYXhJX2JXRXV2MDRHY1BsNDgwd3ZxcVVRdHl1dnlmc2lXa19nWUxQX19IRTY1V25fQXFFN2h1X2pOWFg0Wl9yQmJBbmJ4eVBnYTN0NDlTZUhzaGtBNnhPWHMtSW1aUldwVDBhWG12d1ZRajd5VGQwandpdWFKQWJHazdsbE84SlJmeUp0YWpWaVlmMVpOYm5pQ3dHVEk2eVRqWDNwU0R0bW1NM3I4SGhaaVJnTndhcy1DbVczZz09 |
Hey r/datascience,
Hoping to tap into the collective wisdom here regarding a potential career move. I'd appreciate any insights or perspectives you might have.
My Background:
Current Role: Data Science Manager at a Retail company.
Experience: ~8 years in Data Science (started as IC, now Manager).
Prior Experience: ~5 years in Finance/M&A before transitioning into data science.
The Opportunity:
I have an opportunity for a Head of Finance Analytics role, situated within (or closely supporting) the Financial Planning & Analysis (FP&A) function.
The Appeal:
This role feels like a potentially great way to merge my two distinct career paths (Finance + Data Science). It leverages my domain knowledge from both worlds. The "Head of" title also suggests significant leadership scope.
The Nature of the Work:
The primary focus will be data analysis using SQL and BI tools to support financial planning and decision-making.
Revenue forecasting is also a key component.
However, it's not a traditional data science role. Expect limited exposure to diverse ML projects or building complex predictive models beyond forecasting.
The tech stack is not particularly advanced (likely more SQL/BI-centric than Python/R ML libraries).
My Concerns / Questions for the Community:
Career Trajectory - Title vs. Substance?
Moving from a "Data Science Manager" to a "Head of Finance Analytics" seems like a step up title-wise. However, is shifting focus primarily to SQL/BI-driven analysis and forecasting, away from broader ML/DS projects and advanced techniques, a potential functional downstep or specialization that might limit future pure DS leadership roles?
Technical Depth vs. Seniority:
As you move towards Head of/Director/VP levels, how critical is maintaining cutting-edge data science technical depth versus deep domain expertise (finance), strategic impact through analysis, and leadership? Does the type of technical work (e.g., complex SQL/BI vs. complex ML) become less defining at these senior levels?
Compensation Outlook:
What does the compensation landscape typically look like for senior analytics leadership roles like "Head of Finance Analytics," especially within FP&A or finance departments, compared to pure Data Science management/director tracks in tech or other industries? Trying to gauge the long-term financial implications.
I'm essentially weighing the unique opportunity to blend my background and gain a significant leadership title ("Head of") against the trade-offs in the type of technical work and the potential divergence from a purely data science leadership path.
Has anyone made a similar move or have insights into navigating careers at the intersection of Data Science and Finance/FP&A, particularly in roles heavy on analysis and forecasting? Any perspectives on whether this is a strategic pivot leveraging my unique background or a potential limitation for future high-level DS roles would be incredibly helpful.
Thanks in advance for your thoughts!
TL;DR: DS Manager (8 YOE DS, 5 YOE Finance) considering "Head of Finance Analytics" role. Opportunity to blend background + senior title. Work is mainly SQL/BI analysis + forecasting, less diverse/advanced DS. Worried about technical "downstep" vs. pure DS track & long-term compensation. Seeking advice.
| r/datascience | post | r/datascience | 2025-04-08 | Z0FBQUFBQm9DbVhRX2ZoelZLR1gxaG5BNXNPRHZ0bTJnVmp4RGhjbG9yVGlMSEtxSFZCVDhsMXhqX2FjcnAydzRwTDB3NkQ4YWNBU2o3Q0g0MEoyNmZsWFJyT2dyOTdZX0E9PQ== | Z0FBQUFBQm9DbVhRX09ueTVPYTBCWlc0UE8ydVRUV2VNUnJHSVQxUFdXTmZWbkxMa3Q1ckVKV3hBb05od3ZuWG11NmRwcVFCcUc5WW13UDZQOWtSM2hXNThodkJHR1NXc3l0UjkzTUpQeWxVWnhhZUtDRkpVWW1pb0xnX1RYTml3UmpjVkxFQk5LQVpuQ3JnSXNvcTR5NHRpbnptcjNfWXRsUE91bENVNUhPQ2ROZWtfblA4MW10Rm5abWlVVjFCd0I1NHk3TDQwTFRReDU4U2RvLVNEMFl0ZXZyX0FnNHo4Zz09 |
use this in answers and the bot will tell u what is what
@bitmindbot #detect | r/bittensor_ | post | r/bittensor_ | 2025-04-08 | Z0FBQUFBQm9DbVhRMzlNRjdCc2xxR05BblZEU29HbWNlLUxjLW1Zb0xrOTNaT0IxRWRtd0FNQWtpeVhyYUE5N1dKSWFxUFc4cnNMeGc3eEEzN2xwVHNkT0EwRDl1TXBDdkE9PQ== | Z0FBQUFBQm9DbVhRMWJkVWJ1Ym9KLUV4RzNMUXgxeDdzUURiVHdMdENvUXlMRld2LUFiNDVYOWhST2pmQ3ctRElKMDFiWWNIRVJva0hSN1VqSnA1WHY2Nk9oR1NmSGVNaGVkeFhPcHpPYWhpVWlsUl9NVFN2RGlpZXF5OVRId0VFZnF5d3RveTdCa0hPc25tbUh4N0xiNFRteE5Pb2xiaUQxSFFIV1FrMWpnMnNuYm9GYXk1cFV2ajhubEh4WGFGTTJ3UkhLRnQ4czJZOERFRThpa19jbkZNcDNUOUhwaXdHZz09 |
Idk who made it, but if you know please source them! Found on X! | r/bitcoin | post | r/Bitcoin | 2025-04-08 | Z0FBQUFBQm9DbVhRUEtsYk9TTUgxM3hveVZ1YWtUOURmYm1BbmtkelVMX1FpeWpoTThnZXNJUF9HaGtuNWw3Y0QyY2FjRE9JbDZsOEpwaFhJblN1Rk9NQTJxSUVhLTgzWlE9PQ== | Z0FBQUFBQm9DbVhRMXBvMEpoTUZRTHFiRWttQ0lfV1ZKY1N3NGZaVVcyT28xWWVXY19TaWtQeFdmYURlM3RWZFpBZzZIclZFRUQ1dlgtWTkzOHdLdHlVeFRHRlBKNXB6QXpVT2I2RlZQdHo0UDdWa3Q4M0NZS1dFM0s0Y0NhOTEyV0hmMFhPSXFyRkJ4LUQ1ZnJzSk15V3QydUM5ck5ndG53PT0= |
Guess the “OP” forgot that Spider-Man, Batman, (basically every superhero) wears a mask. | r/trump | post | r/trump | 2025-04-08 | Z0FBQUFBQm9DbVhRaTlrU29ySDBWbUtUbXRuY2g2aGhPUWF6X182UFVWakhBTWlJQ1c5cHZWY0MzQXViLVliNUV3RDZ0d1Rkb3NJT1dWVjNJOGdCeFFJNExSanY2VlA3YkE9PQ== | Z0FBQUFBQm9DbVhRb0ZfYkp5TVRTR19uMnBUYTdoVlhHeklvZWFJY0pOQW93TTNYZDdMTTdrdUUxMVliNXZVdUsyOHM1N1BTNVpRM3VEVm8weF9LRDA4WFIxNVlpSGp4WThBTGtzYkpBNEVoOXFEZldkM3g1S2xJS1lRZG5FeG9CdWFqZ0NIZlFlWGJNYXYwajF0TFpRNVhMdGM0XzFEeTVEVm4tcGlSU1lFUkJzSjE2TjZncW53PQ== |
Native Iranian here, but I have spent time in each of those countries and I am, right now puzzled as to why those countries produce military officers like Park Chung Hee, Zia Ul-Haq, or Kenan Evren who when they were faced with incompetent leaders, took charge to launch military coups that saved the countries from instability. But the US appears to be fundamentally incapable of producing a leader to do that. The firing of multiple generals suggests that Americans are, despite their claims to fight for their rights and swear to protect their constituents, unwilling to do so if the situation requires it. What is the real reason for this?
And I don't want to hear that "I swore an oath to defend the constitution". The Turkish, South Korean and Pakistani armed forces all did so as well. But what are the real structural and political reasons for such differing situations? | r/politicaldiscussion | post | r/PoliticalDiscussion | 2025-04-08 | Z0FBQUFBQm9DbVhRNlhXTE9hUXJhRUVyblpZc0Z4ZV9KdnFaSFFlMWU5S3lfWS1tRFpzZVc0dVJONXBrMFM3MGRyblB4YUNJWUdFQzRHems5VEw4akVZdG1CeUdBajB5R1VrRlJOdnpDajNTcEluQVExaFhLRGs9 | Z0FBQUFBQm9DbVhRc2YzZ2xQUS1nTmVBYlpjdjRwdW1ETEdqdHp5aHhYWVB0V19nTUY2LUlRanRmTjlYME1DS3FSOGJaRzJIY092VmtaMkIxaUpZVmVQMDE1eXc3WHJqSk5RV21kZlVwRWJYVWN5a3A4T1NKVEFJTVIxamxjTXRsaWVyYjBCZDZDUENISFZBdEdwZGtXT3M1dWhlTnFLNVc5cFJGa1UwZWZVenhIX1BCQ2NET3BvdDNTc0JkWVQxei1PNEtEOGN5aEZoU2JydDRlZVhfN2FSLWY5WmIzYUtqUHVjRmUzNWRMOFp6Tm80UDMteFZpQT0= |
I am using the paligemma model 3B for my skin cancer dataset, but it is not working. I mean, the training loss is huge, and when I am inferring, it gives me a generic caption. What’s the issue, or how can I implement it? Can anyone help? | r/deeplearning | post | r/deeplearning | 2025-04-08 | Z0FBQUFBQm9DbVhROW1zSjFJZkhkVHdwblhLNHQ1dkVaQzVWTWNJUG9DTTRDclVBOVk4aWNsdWRkeVlQUURzeWpsOURLYk1ocnFzTDI2cExIQ1VNVG1tVmJtd2ZzME9tTUE9PQ== | Z0FBQUFBQm9DbVhRbm0ta0hkWTNKdndPcDNHUDhYQW1ScFZaWF9tSDZVNEpTMXNFRHNpSUZwek9zd2NRS2xEdmpPRWwzUWM2WWVvRGF6TXpJdElaUy1zVUltQ2NLSzdEUG5WaVdCRHl1djVZdUlCdTQ3bWtMU2lXaVlHd2VqaE0tYXE5UHJPZ1d3azlmVjhHbWIyWi11MEx5c0VNMVBLdjBwVC1WYXdTbDNGSzA2bVEtV3Q2aVdFPQ== |
I wanna hear other peoples opinions about this because the presidents actions are making us globally unpopular, even among our own allies. Many of the other countries are open to seeking new leadership instead of the US. At the same time, China is rapidly growing their military, technology and influence, even filling in where we pulled out of USAID. So which leads me to wonder, is our dominance coming to an end? | r/politicaldiscussion | post | r/PoliticalDiscussion | 2025-04-08 | Z0FBQUFBQm9DbVhRR01WWVpWbmQtdlZYdFpjZzFBcHBVNGtaV2dHbnFrX25fbDVLUVJUWlVkVUllSk05Q2h6TnB3b1NaUUhiOTlfUXVSWUZmdFFwS3puZHdfaTRfaHllUUE9PQ== | Z0FBQUFBQm9DbVhRMnRWdmMyeHk2SERsWHpERG5QRVB2ZngzOHR0Y1NCVWhYb1FMUFpXcUhfV0hzQ2JIaURhM0NFY0NmdWhRd1hQb3dxVFdPUDdoTzdNRVNLRDNMT3Y0R19EYmNYQWxnTEpYOFVfV2dFMU9jU29ueVFZenRjWThkZEJtTThiUF8zbWtYRFdiN2tMUmtra3N3bWtMVTd5NU42UHlhSHltWVNKT1RseHc4aFpvc2x5M3JZT01qWmZBakw2NGVvV0sxU3lWMl9QQjUzbkNaZUhNc21BaUprc3EwQT09 |
Many countries have a minimum age limit for political candidates, assuming a certain level of maturity and experience is required. But in recent years, debates have grown around whether there should also be a maximum age, especially in physically and mentally demanding roles like the presidency.
Would introducing an upper age cap improve political representation for younger generations? Or would it be discriminatory?
What do you think is a fair solution? | r/politicaldiscussion | post | r/PoliticalDiscussion | 2025-04-08 | Z0FBQUFBQm9DbVhRNlJwaGtiM1BwcVJwTFJZc3hHU2dYaUZGbklKWF9RaVJzYVpWRmIwSnh1ZnZMNnpXYmVMX0pRRnpsT2xyTG1GVUs0WHVDRzBKVGh5eEtzWi14YnFrNlE9PQ== | Z0FBQUFBQm9DbVhRcmg5SGVUNllSemkwdkRWSHBIcTIwMnJlWFYzdUFueEVxemMwdXdJaG83UUxSUmJ6aUsydk9wTmJabUFVZnhMR1Itakpmd04zdjhHXzVaSDZmNHpzY2xUelBMRzdGTndweEFLbXpVQjc5ZFc0eUMtNmdFQkZLQ1N5SjN5clBzV0lvUEJ5OWo4cDdQVVRZZEhoRHExdFRaRnNRNFB5V1c1TFJJSmxSVHlPemZwZE5fc3pLTm1iVzg5cFZmM1VVVWpIb2hQT2ZYQi1ycDFwZlVIMm9MSDA4VElUN1ZkWU03eXdXQWJKeFVTM0doUT0= |
I'm an intellectual property (IP) litigator looking for some help with a side project. I practice at a large firm (AM100) and have been tasked with monitoring regulatory updates for an administrative agency under the new administration.
I'd like to use a self-hosted LLM to automate aspects of this monitoring (e.g., batch PDF document downloading from the agency website via API), building a library of downloaded PDF documents, developing a RAG-based system for querying and text generation. All documents are publicly available (no confidentiality or issues with privilege). The only reason I wouldn't use the standard AI platforms (chatGPT, Claude, Gemini) is because document management kind of sucks (and is only good for specific task-focused use cases). I have access to law-focused GenAI platforms (Westlaw Co-Counsel, LexisNexis Protege, Solve Intelligence, etc.) but kind of like the idea of building something new (see below).
I have an engineering background (e.g., EE), and would consider myself technically-oriented but haven't coded at all since entering the legal field around 10 years ago. I am fairly proficient with AI-assisted coding tools (Cursor, Vercel, Replit), but keep getting stuck when trying to add more sophisticated functionality. I can re-learn how to code and/or dedicate more time to learning self-hosting LLMs but have a very busy (and growing) law practice (and have high performance expectations from my firm).
My practice area within IP is fairly niche, and it doesn't seem like the startups building IP-focused GenAI tools have expanded into it. The lawyers at my firm see the value of GenAI tools, but are focused on other aspects of the practice. I anticipate there will be tools expanding into my practice area in about 2-3 years. The point is, I'm looking for a technical partner that work alongside me to build out something cool and also explore ways to do something more serious/focused if the opportunity presents itself.
I'm located in SF/Bay Area. DM if interested to collaborate! | r/legaltech | post | r/legaltech | 2025-04-08 | Z0FBQUFBQm9DbVhRM09aWUxheHo5WnhzaVo0NGo1YmNDQ1pUTEdZdndPMUZIVnNTTEE5ejdDUTA4dzFQa2xLVVV4UF9QVFJ1YjRMeHppN19vYXhUcS11ODVRWmVYMTJkTjFuWnl4cC1WR0w5aEJKZmVYeTNzdEk9 | Z0FBQUFBQm9DbVhRRUdSSDJGZDFLN0RleXlFYXhQRlUzOXdYNWo2dnBTNGV5Qy1ZRFAzMUNuZ01IRUxOeXRJYVl0c1VjMVV4TkJVQjlFR3NJWlNqbTREMW1DN2lzZ0tzRV9aTmY2SEVBQ3l6NE9EbWFiNVpCRlpoVFJqS0pwQU1pcHBPbDBmbFpvTnlQMWNWQ2FlRllKYnZ5U0hkSFBHckl0T2hFSHFNbU5va29BNjhGMHRuVmxndGhwTVl4WkhKR3FQLUw5amZxWUhm |
That’s how it’s been happening for me atleast. I’ve been hodl crypto for the last 4 years. Went positive for a short time and I didn’t take profits. Been on a downhill slope ever since 2022. Everytime I think I’m about to get bk to a break even point. The bear market begins. Atp idc I’m juz going to lose it all or to the moon whichever one come first. Hopefully it’s the ladder one.
And the ride continues….. | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-08 | Z0FBQUFBQm9DbVhRWWNqd09aMHo0M3Vpc05lSmo5MHhuWDJEYmU1TDl6aE1aYWJCb29HZFF1ZnA5dE51VDFEaFpMTTJKSTBoNnBWU3U5VHYzTExfYUlJMGZWdVJic3FfMFE9PQ== | Z0FBQUFBQm9DbVhRQW50RWVFWDQyWUtMMnNUMkYzN045MjV6dVpjWkQtemMtQU4xQ1VnQnd0M1BLcC1DOGZsOTYwU1p0dGlQanpvck05NGw2TlpMbmpSRkpqcDFka0YzT2UyODVrT2RjaWFpRTZnR3hnMkJXbjZTYktZeWxVRk11N1paeGlVRWwzVzRuMWlHZkM2OW9LNW5ILTdhTmEtbFAxOG5ya0xnRjRLSWQwREFPOTlVcXVpWVpHUklaNkdLbG9RWFFzUzM4c3NDSEJrWGhRSDRvcXIwSDk0WTBrN0JBQT09 |
It seems like minute after minute, President Trump is doing something that is widely condemned.
There's a strong bias here and I'm wondering if there's good that's just getting lost in the noise.
What are the things he has done that are considered to be good, regardless of one's political leanings?
| r/politicaldiscussion | post | r/PoliticalDiscussion | 2025-04-08 | Z0FBQUFBQm9DbVhRX0djTUNwcUEza082YjlpeHM1QVhZNlpJR0J3cUxHajlnNVRldGVLZEZlUTNROW9ORE13c3V5cUV4QVVmbklhZUNlMDdraW5uZ19nTF9qOE5VUUtxNkE9PQ== | Z0FBQUFBQm9DbVhRVllwMHlsUGZWQXgzQlhGLXZBYTBkMzdxUDd1eTFwbnRWWDB3ZjlQcFh5d3ljOE5fMVNIenNmbnRxeHplUDYtTGs0UEdoZUF0V19qNWkwcktjRWFWZFgzT3l4SnVhMWVGNzZrTzM3SjU0Y2tSNjN6NEMzTXlUOUdzc3N2NFJUeURraTlsSUpNQTdUUXFRaU1COVNBR1R4QnpBZThBSzZhX2ZyU0ZsV3g3TFFYRlp2NW8zSkxJWXROLVZ4cTdjWHJreTMtbEJEYTRaZHBDVDZ3blZJZU1BZz09 |
https://www.cnbc.com/2025/04/07/shopify-ceo-prove-ai-cant-do-jobs-before-asking-for-more-headcount.html | r/cscareerquestions | post | r/cscareerquestions | 2025-04-08 | Z0FBQUFBQm9DbVhRTHNzdlZwRmJ5M0dUckpteVdBNGhoZzBCNEoyRnNSdDFDOHE1TktDQmlZb0l1anJ5SUtrTE8tOGd3VWZXTlhrYlJmcEt2VDVsWFJfa1BwRS1zb19zdzl6NkNSYnVqczBPQlhJU191QndQVTA9 | Z0FBQUFBQm9DbVhRY0k2Q2Z2UkRBbFNYLWdRdGJ6cmIxdGlPSHJ3N1hra0Y4dFNldTdIa1htR0w4cTJLakhHMHpBbVFRRDZPU2lsbTUybkh5ZVY4dkoyODlXVGZXb2hXc0poZ1NXd1d3OXQxMzJmcHNIRV9GRGlZb1lKdnpYSUFlbnN6ZmpES2M0enREdVZFdHFvVVZaWVg2bGFRU0Z5dFpvUjN2am41NEFqbVhNME1VWF9BVjNuQ3RDMFRIdjdibkpGX2VoUVdrMTJmeUlVN2JCTkFwQUVkX25TelJxb0dmdz09 |
I'm running a fairly simple neural network entirely built on numpy and it performs well but the size of the trained model is fairly large (>25MB). The parameters of my model (e.g. weights, biases ... etc.) are of dtype float64, which means that an ndarray of size 768 x 768 already yields half a MB (1 byte per entry).
I've read about using float32 or float16 as dtypes but they don't seem to reduce the memory size of the neural network so I'm wondering what other options there are?
Having a model larger than 25MB isn't necessarily a dealbreaker but I'm always getting a "large file" warning as soon as I push it to github and so I want to explore if there are more lightweight ways to do this.
Appreciate any insight! | r/neuralnetworks | post | r/neuralnetworks | 2025-04-08 | Z0FBQUFBQm9DbVhRdjNUUi1PQlhpc1MxWml5ZU5CeWVuV0NtaUFGQTFiMS0tUmdPSWwzazZlVnZRTjItbTE1bklMbVRidTlnMWRQQ1hPaDZYYWZQNThISVY3WGpFX2ZLN1E9PQ== | Z0FBQUFBQm9DbVhRYlNkdy1PQ2FoV3EyWWJqd0tabWYwTXY0TkpwY2JFQ25mOW9ZOTF3Z2gxemVFSTNjUjVVc3N6cmYzcDQyWFpaQmM3Z1RuWjJBRktFY1o4S2RoNW9Qc3FfSlk3Y3paSkhaTTJPelhEWk9mNjVkR1lTZW4wM2UxSXNaUEY2Y25wdkZ2d01OWXUwZU9NYVZrRFNuMk1QMzlfVTRBclVKRnRTVFVpRmZadU1kWlFBUFlhNE9nUzltbWVXQlAtM3MyaXNxendqQWstLXFXUE1fTFVkbExjRnhnUT09 |
Well using float32 should actually halve the size of your weights, and float16 should be a quarter of float64. Something isn't working there. Also i don't think your math is correct on the array size with float64 - a 64 bit float is actually 8 bytes not 1, so that 768x768 array comes out to about 4.5 MB.
Regarding your root issue - 25 megabytes is not large at all. Option A is not to commit the weights to git at all, option B is to use Git LFS (large file storage), although there's a storage limit for that on GitHub, above which u have to pay. | r/neuralnetworks | comment | r/neuralnetworks | 2025-04-08 | Z0FBQUFBQm9DbVhRYndmYXFSRkFVeG9UVS1acmFxbGtvSFBkWGxKVVJuckgyTWw3cURCLWEzT3BxNDA1OTRQU2NDenJnX3M4eHhsRDhjWlBGbHp6SDhCdU5JVVczZWpnN0E9PQ== | Z0FBQUFBQm9DbVhRTThyQU1mWHVrLXlxWEhkU0FtbENrc2pURjBXQUZPOFNHOHRjRzZtU1BFSGk2ME9TSnhORy1SeEU5TElmTG4telp5S0xuS2d2Z2d2emlKTUZPekM1TjBYeFNPLTVoSG4xdjREaDBZaGFmNkNkTWlyRnBvaDlUY2xYTTFSQXhRM2Z4MDV5LTVXQWVoRko1MHdFQmV5bUp0MmNGWWpGREYxSF9wTmFMZGpscUlmM1VDTmdKNlp1am9PMkhXNlZ2N0d4LUJQV1VXbmFtVThfTGVTQXFEc1gxUW1OZlNoeTRhVUhKcU03TjdBa0JJcz0= |
Thanks for your answer. I got a bit confused about the "size" attribute of the numpy ndarray. For some reason I thought it expressed the memory size in bytes. That is my mistake and indeed if I run a simple ndarray conversion from float64 to float32 in my python console and assess the true size in bytes via the "nbytes" function, I can notice a significant difference.
It's odd though that it doesn't create a meaningful size difference in the model so I'm assuming I have an issue there. | r/neuralnetworks | comment | r/neuralnetworks | 2025-04-08 | Z0FBQUFBQm9DbVhRYld6WEtzaGR5bWd5NllkQlV3SGVJdE5mLTRpdDVEblVXMW8wSDcwYUlSM1FGdnhBRTJTSUt4UGdGQUpoSXU1NmhfZ1pqX0tyUEpSd2h0R1A5cndydlE9PQ== | Z0FBQUFBQm9DbVhRV2Q5S1VWVEJZa3g2OG5vM3hjZGxmbmpvVnlMVXJVMEwzMEQ0TlVpSWQ2WDR3WGdzeWJOcDJ3Y0d5VmpMa1BhUkE2VzRGWGh1MkRYVDRtdk1QaDVtVXBBU1Z6SG1leUd3bXoyaFlvTjZ5cVdxQzZkN01QTWx3dHhaM19OMndxYkx5T3FzRWo4ckYwc0lBUU5YZHFrNU81OFVTRHU3WDlwQzBCbDRBeVFhNjBibnJRRU9HTmV5RU13RVU2VWNPOFBiaWctUmxpdzJUZGJnQ01uemVvUzBudWZ1bU53Vm5NQ1RfekIxcXdQa0tMZz0= |
Can't really help with specifics of your code, but try making sure that your ndarrays really are using the correct data type. If there's no size difference in serialized weights at all, you're probably not really using a different datatype for the actual weights. If there is a reduction but it's smaller than expected, might be that only some of your weights are using the dtype u want.
Edit: tensors -> arrays | r/neuralnetworks | comment | r/neuralnetworks | 2025-04-08 | Z0FBQUFBQm9DbVhReHFmSVR1SW5XcGhJNEpmV2x1c185dF9oQ2RPLWp3clUtbW1fb2lWallwX0NiNHlRYXgwdjlfSGRDWG5jMUV6ejUyR0Z6LUJzTGxuUjNPNjMzczlGU1E9PQ== | Z0FBQUFBQm9DbVhRRXpMZVR4WmRhREtTeVJhRVVCakRpZEN6MU9WZ1JFNkhlOXpLbm92WnktQnZVVWtzaEFhLV9TbF82cm1hMXV4VGp1aGxPRUdDZDdUMGdkbHJROUNqZG82VS1FeGxmVWJlaFhVTWxfRWJfMDVidW8zd0RxcHJ6NGZzTFJhSXlGbW1wYnoyazhTNWMzZGNVSE9DSVprRGZUZGM2NEx0WkhlSHlHYXdnXy16cnhKYmlpNnZCc21WX1l4Ykx3T0VQaFk3X3ZoV2VCZ21RQ3lUMXhkZEJKaVdodHd1YnBuTjM1dnE0MkZaNDA1bVVYVT0= |
Yes I have been digging into it and I notice that some arrays have been missed in the recasting exercise. I'm now rerunning it with float32 to see whether that will lead to a lower size and similar accuracy.
Yeah I've been thinking about using pytorch instead of all numpy. I'm still new to thisl and my current code is based on a book that explained neural networks with numpy so I'm fairly confident that as time progresses I will try to rewrite it using pytorch.
Appreciate your help! | r/neuralnetworks | comment | r/neuralnetworks | 2025-04-08 | Z0FBQUFBQm9DbVhRR0hnbWE0dVRKbDc0N2NOT0ZyNDVtS0s1NGV0TGg5by1NbHJhQU05LWFvdy1iV2pjcl9rRnhTWEJCOXA0N3dZN194RlM3SXh2eG9HVXVkQ1BrTnppRnc9PQ== | Z0FBQUFBQm9DbVhRemtHU1BxYXQ1UU9YeGxBY2RYTzVjM256OC1PVXpFQUtwRl9MMmUwdDZpaHBuSmJWTFVUV1VkQXI3cEl1ZlNQZHJvNE1NcEJwZ0F5elVkcXlwUHhJcGJnMkFPaDFiM0hsZ0laekNGdDZqcTZOMUVRbnNhWFEyTHozLWI4Wkxvb3l2S19tZzc0NHRhX18tZVkxZ1FkeXlHWklNUjZUckNKUkFseGFpVUlabWM1VG9LTy1qUW1nSHlIanVtMjlJbXg0YUtCQWtMcG5zZ2psQ3ZUVEpzOXFyMGFfUVBKaGhCMmgzLWFhSXZ1cmFDMD0= |
Got a message on LinkedIn the other day.
It went like this:
**Person:** Hii
I need some help from you
**Me:** Yes, please tell me
**Person:** In your company there is any vacancy available for UI/UX designer? Please tell me
**Me:** Can you share your resume?
**Person:** Yeah, sure. Let me know your company name
And that’s where I kinda sat back and went:
**Wait… what?**
No intro. No “Hey, I came across your profile and…”
Didn’t even check what company I work for. Just straight-up asking if there's a job—before even doing basic research.
Now don’t get me wrong—I respect the hustle. Finding a job is tough right now. But this kind of approach? It feels… off.
No personalization. No context. Just “give me job.”
As someone who’s worked hard to build a design career, I genuinely want to help people—but I also think how you *ask* matters.
Especially in design, where communication, attention to detail, and presentation say a lot about you.
So yeah… just curious—am I overthinking it? Or is this just becoming normal now?
What do you all think? | r/careerguidance | post | r/careerguidance | 2025-04-08 | Z0FBQUFBQm9DbVhRUEtHN3JiZFVVclp4djdSZl9NdldyZW9feTZZMXZwdW5WX1lvd200d1VrVTNZUko5QWVkem9SeUx6NWNBN1pXSnQ2SW1idkg1bmNqaU0zakRuOG5sbXVsbHhqVjBzeDA1WVZCXzAwcXhySVE9 | Z0FBQUFBQm9DbVhRWjBmUTVPS1puUDRFRlRMQmV4Yl9yUWw5NHZPOWJEakRBUTVSREdBdUJlbi1VeWJwUlFES04wOTZsOG14Ni16ZTlTSDVTaEI2ZmtpNGFpOG12TktYalc3QXFnZTFVSG1iY21abUE4d2thQTRHOUczVDJTTW5ScDg5Wm9EaXJPSEpYUDEzbkRiZjg0VnFXRklQVk4xaktiakZyd1hEYnMyU3RaaVFIVGFnQS04UUppWW5kYWRjMFl4ZWVjSXgyNWk1YmV0TlA4Rk9LRzJlZmgyRHlhaVgwZz09 |
I used to be genuinely excited about crypto. Not just the gains the actual *possibilities*. Decentralized finance, smart contracts, new internet infrastructure… it felt like we were early to something transformative.
Now? I open any crypto feed, and it’s just meme coins, celebrity pumps, and influencers shilling vaporware. Nobody even pretends anymore. Projects straight-up say they’re cash grabs, and somehow that makes people *more* interested?
What happened to all the big ideas? The future of finance talk? The stuff that made you want to learn, build, participate?
Feels like we traded the potential for a quick flip and some Twitter clout. Even the institutions getting in BlackRock, Fidelity, whoever, they’re not here for the tech. They’re here because there’s still money sloshing around. Once that dries up, they’ll bounce too.
Maybe I’m just jaded, but I miss when this space had *purpose*. When being in crypto meant something more than just trying to out-meme the next guy.
Does anyone else feel this shift? | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-08 | Z0FBQUFBQm9DbVhRR0lNakoyb18wdXAwMFo3SzAtRHZjaERfR1NCcGxhUVlQelc0NG54RDJaVnJZZW04LV84a2RpaHJNRnlWWFJ4VDZfY0ZmTEFMcU1PSlZ2eU8weXYyR0pPR0NHSlhJaVVSazZmdGEzdnJmVW89 | Z0FBQUFBQm9DbVhRUjlHRHZoT1FkeG5PSXBteGlST0hHX19VS09RSGJoemg2a0NRaVNEaERNTDFVYW5rQzZzdjVYZWZPdUxSMGkwajQ5ZTJMZ3I4WWdBRWFCRUdnZ1Bhb3AzbHBjMGQ3b01kQTRjVnkycEVwU2FDX1I2THA1TmN0d1JfLV9FWVRYYWRNRW5iQ1duQVg5OTZnNzJiLU01SUU1a0M2YTJEQVRoXzBJUDcxLXF3NkVjNUE0Um5Ub2lFVlVPNmdhU3ZHMEpmNU9oUnVvVmQyR3ZINXhTQnVOX0FUdz09 |
Am I the only one getting absolutely hammered atm? It's so bad even stock trading seem like a better option.🤕 | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-08 | Z0FBQUFBQm9DbVhRX1V3bWVhVjdURDF4bDZhNWhNN3d3SWRiOTNUd0JFd0lQcDVUR3hkeHMxcHhLZzNBdndaT3NWNjhBb202Ylc5eXNoRDROaEN1QURsUkczQ2VLVDM2clItU3dJYmJUd21DUUkzakZCUi1rREk9 | Z0FBQUFBQm9DbVhRVFZacVdjUmZ5Y2NZZG5rNXpuR0gzaTV4RXZ1cXVTWXI1eW5SYXpnWlk1d1BsSWF4UzZLSHlSSnI1Y2ZRZDd5Z2huODB6LVhzYjVQaFI1bzRoV0c4Rmk1WnhKNTExMnlvRW9jUnpNSFI1dHV2ZWpGaHZFOENOaE9RUGVtaVVBMmR2b3RSQ055dkNWaUlTQVozMnRkQ3U3MEZGSGV5QzctLV9leVk4dGNJWElTY3dTcG53VnRLRFZ4a3ZEcWhDZUpfa2xtODUtOHBadHp2ZFd6elg3dVpDUT09 |
www . reddit . com / r / ExodusWallet / comments / 1jtt2uu / comment / mlx64dt / (by Official Exodus Staff)
>*Put simply, after a careful review, we found that the current XMR experience no longer meets the standards we hold for usability and reliability in our wallet. As a multi-asset platform, it’s important to us that every supported asset offers a smooth and dependable experience — and unfortunately, we can no longer uphold that bar for XMR.*
* ... *you haven't given us any details as to how Exodus reached this conclusion or the thought process.*
* *So all the shitcoins you all support offer usability and reliability?*
* *If that was true so-la-na would have been gone a few crashes ago.*
* *...* | r/monero | post | r/Monero | 2025-04-08 | Z0FBQUFBQm9DbVhRbWt4ZEd4WDZPSEtZX2ZKTS1Pbi1qSEVLbEE4bktMaXlZdWlnUUtWMWpNelVldjNGby0tZnltX3E2WUxPNVBaSGRBRGl4RERBdE1LcllJMXhPN096UUE9PQ== | Z0FBQUFBQm9DbVhRTXV3TW9qS0FJRFk1Z1BBbE5INzF1S0VzOVVBTzhjdWlrVlg2MUNyRXpoRlluX0FERnVQZW82OXRlQ1hjSFdHaWFIbjVfUGxRaHQxSFhuNndRWXF3ZHo3NGo5cnJEWDZBeGo0Q2V4b0xGTzdxaFAxcDlyRTgtVFhmS01PbmRkWWE5dk5rbFBoelBzVGpwckFzcTNwc0hzNmlmOTZiSHdFalRzbkNCSkpQTDdDOW81UUdzamFtQmdhSi1ILXA3eW1wUC1wbVpMVDdqeTBVRF92WGZzcy1jZz09 |
I mean, with last years meme revolution solana had great days, but as we see memes are dying and in my opinion it lasted too long this memecoin nonsense and did harm the crypto market in general. So if solanas ecosystem is heavily based on memes, what is its future in your opinion? Please guys lets have a normal discussion with no fan boys and no fanatism | r/solana | post | r/solana | 2025-04-08 | Z0FBQUFBQm9DbVhRSFNfQ2ZLMTNzdllhcTg1WjYwZVM5SEtQVG1yQzd2UUNaQzdaYlM5Zy1IR1VmR1lnSHRUNmR0SjJlS3EyRFJMZXlwcngxcklWbnVvVWp1RjJrMXFtaEE9PQ== | Z0FBQUFBQm9DbVhRWlJGNUt5Y2g1ZjVFRURPdzNZR0lFckxEYzdZQjU0NE8tNnZ4bkwxblluNlNMM3hvTHc2OXRvZlJpV3ktNE9qMGJvMmhUdTY4R3J1UjdUWW9sZVFFRWZYUlo1QjBycHlZMnAxbTlMRGQ0ZTlpcGt6Y0REMFFvRjl1YjV0VUhiOXBobDJwVXg2Z0lHTFE5dGoxMkdXSUI2SDh3dHlpNm9DVUxCalNpWFBDMHBOdmYxUVBZYklvUUZ2MHJzUi1Yb2xrY1FxdWNveDdheUZZazNHNmVqZnN6QT09 |
Let’s get ready to Rumble I am mean crumble!
In just a few minutes, the President of the United States of America will post his first morning tweet against CHINA… and crypto market will react.
Are you ready now?
I said—are you ready…..
| r/cryptomarkets | post | r/CryptoMarkets | 2025-04-08 | Z0FBQUFBQm9DbVhRekticTFIRlZMWFdiQVNzZE5ncjhtT0hDZzAyVUZvdnJUTWhjS3hwMFI1SDhsTTNzQzFJRDRNZVRqckJ6OGlmWlRSaGJIOVdPUUFHOEI5d0ZBVkZsbUFzdFlELU13eWw5LTk1UG1yY3NOOXM9 | Z0FBQUFBQm9DbVhRaFM1WWNLU2FaTTFzUTVucTFMU0R2OVI2TWRwNFlsNUxKamd5ZTZZNnROcXVfeGlzTWFNcDZ5Y3owOHVxa0NIczBrRVlubGkxSmlVUmxnVmdWamk1a3QyT25EdERvOXpWTmpKZlBMMVJ0RWd3aktDNlZDT3JDTjBubDFfSTF5UWxDMGRfQjc5cHN6TGRmTldUQlI5Qzk2V0dBZDFiWjROcGoyUnhwVndkLVhsckVsMWp6MTBRTHVsLUwycjA1dXNlOWs4WW9WV1cxYjFkZHdRRzhVY0ZIQT09 |
I started buying Bitcoin back in 2020, then went heavy on it in 2021. It was *crazy* volatile back then. China just dropped news about banning Bitcoin and boom—price tanked 50%, just from an announcement. No real action, just pure FUD.
Fast forward to now, we’ve had global market chaos, but Bitcoin only dipped like 30% max from ATH. It’s holding up way better than ever before—feels way less shaky this time around.
Good times are coming. Bitcoin’s gonna teleport in price before we even realize it. Right now, it’s all just noise—tariffs, trade wars, the usual. But I see a buying opportunity. One thing I’ve always noticed about the market: headlines change every few months. | r/bitcoin | post | r/Bitcoin | 2025-04-08 | Z0FBQUFBQm9DbVhRZUI0N2tFRDItVnUwRHlqSXZKcTdQeE1iSTkyazFVQnFlODFLQ1BMa3k1M3dEVFFRQkRodF9RUExUNFBhXzNPMFpKbE05dWtrbEpLTENmNG1zREs5RWc9PQ== | Z0FBQUFBQm9DbVhRWF9PR0xCdEFuNFdhS28zTVhEcXhSV3BqSFI5UkRsMnk0SkpoSlRHajVaTS1OMnZ1V1BBLUgtcGNzTEhTZXZMQTRBb2toNmNwb3hQQnNxaW9SenQ5eE1YS3B2eDFZRThqeDZoUnctY0pCYTFwZDNSZ3pCNHdHWThXWDBUazhnWkdIdmI1WHlTOE5GMjc2OU1SOHR1ekpGVllLM202Zkpicnh4SVgzX3V3TzRrbFVNek82cGc2NGV0U2Q0Z25IMnNK |
The jump from 15.4W to 30W PoE happened in less than a replacement cycle. Now I'm looking to replace 8-10 year old gigabit PoE switches and the most common switch available is 1 gigabit with 30W PoE+. Is there some reason 60W hasn't been adopted the mainstream version of PoE? All the 60W switches are also 4x the cost of what we paid for 30W equivalent 8-10 years ago. | r/networking | post | r/networking | 2025-04-08 | Z0FBQUFBQm9DbVhRWV94S3hPdEYyQnMwalA3NXhiMi1ENDFZekFjOEtHZUdlQVA5NWdlaV9VdE16WHFIX0NrQzdrV29IMG1laVd3dmVEYmdlaWxfdzNPVU1LMVZlaGtldEY5NnJzT1NKemFndndmbnpDNl91bmM9 | Z0FBQUFBQm9DbVhRMEg5cE1RUGVjUTBzYTVPRXNJNjV4dEJXQnE3ZC1UejE0TUVKcUtTQU12RXlqV014TGpSY21BN2JfYVIxOGtFaHc2eHJ2SW5xYlV4WkpDdUhxcC1XRlZJWnhzUFFqWEpXaXAxWU1GTEhNM3VtVUxVdDV2OVJPNnlRRDdmaXBjOGQzOHNLTDg2NXVyV1ZBbUljWENqRHYtTWpFLXRUdURpNGhLeUNLOWZ4VGhtQlBpa0VRRURSTE55b0dCRlRPUnBZ |
I haven't read any official reason. There haven't even been filings for a BCH ETF yet. Considering that BCH is neck for neck with LTC in terms of market cap, you would think they would file.
I suspect it's because they haven't accumulated enough BCH to dump on the news when an eventual BCH ETF is opened. BCH is rarer than LTC because its chain is older, and many coins were lost after the fork. What other reasons might there be for not creating a BCH LTF? | r/bitcoincash | post | r/Bitcoincash | 2025-04-08 | Z0FBQUFBQm9DbVhRZjVnZV96YW00MHpRSjV4WHEzNzl0TlBLZW9jQlQzdUlPTnZKeFNnUG5mMlJHTHJNU2ZDVTk3ZzNoTko1Rmp6VE9EMkhtY1F2dXFndTBtR2Z4cldYQWc9PQ== | Z0FBQUFBQm9DbVhRbkt4NUxZSUZnaEV0dmxPLWNKdjZTa3ZjVC1iQjV1X0tqQnBrOWRJYUE0SzBaOURsbmdDT3ZOQVRwSUpyT0w2aWlIcVVxcU56MVY0NlltVXpmcnBLVnIzNWlsS2xiWVNJSUtLMzM4RDBncnMyRmlKZEtYUFFyNXVIajRBMHNoamxOZWV2d0JDaTFqZzFscjFzYzh1a0hkcnU5dGFHWkROV2l3OGV4UGdPQXdDMzRGWmJ1S0J2YXdnVlBLTWNDUS1DYTVHZGs4WV9adVA5aERoMkxTY2Rjdz09 |
If we were to treat this as a science experiment, and had to come up with metrics which could prove or disprove the statement "it was right to vote for Trump", what would they be?
For his first term, on the basis of the things he talked about the most in his election campaign, it seemed fair to judge him on how well he succeeded in his promises to "BUILD THE WALL" and "LOCK HER UP"
I've been told the price of eggs and it being lowered on the first day of Trump's second administration was a key pledge, so maybe that's a pledge to include in the mix.
Ideally I'd like a metric, where that metric can be obtained, a date it should be obtained and the measure by which success or failure is the deemed outcome. | r/politicaldiscussion | post | r/PoliticalDiscussion | 2025-04-08 | Z0FBQUFBQm9DbVhRcDBDMmdkZHVhTW5tNndTNER2U2Y3TlYzaFFqajNFQ1RJN2hIMmVrWTBzUHFFS3JJamtjQkdzZ3YxSWJzU3VjU081aEZjWE8xWWtPdHJIS05Nbm4wSUE9PQ== | Z0FBQUFBQm9DbVhRdXF0WGVMZ3JOVlEtUERmV1B5ODFzYkZSZWREODRKTHNSQ0F3QXhzbkx5QlQ4QVNtSXg2WXltZkF1Q3B0bS1lRGp5NTVhaEpHbVJZaDc2eVN4bll4RDZWMVJNRjIzSl9mUm9uZFBva2N3Y0NmbEhOdGUtV2tVUTltWl8ybjJ6Ri02Rmt3RVpCOEZnN3RHZ3NvdmppM3l1RnlJWkMyZzl1VzFIT1JFN1RtY3pWMEliQTFpUDRHZU9BNHJIOE5PUGRjRER5ZXhoSXlxTm1SV2sySmZVcWhCUT09 |
Hey, I have an academic question about pirate anime websites. How do you guys think they do it? They cannot use any infrastructure like AWS etc. since the videos would just get taken down/copyrighted, so they have to somehow host the video files themselves. But then, how are they delivering all across the world, if they are based in like Tongo (to escape copyrights and takedowns), how is it possible that I can watch it in eastern Europe with zero-ish buffering if they can't use aws, azure etc.? I highly doubt they have the resources to personally set up servers in different continents themselves for geographical redundancy etc. So how do they do it? How do you believe a typical pirate anime website's backend looks like? | r/learnprogramming | post | r/learnprogramming | 2025-04-08 | Z0FBQUFBQm9DbVhRdFd3OWR5ekNzQlcyenJGYTB4eXJaS2J4REZZU0duc2FoX05SMGdHMEVMS040UEI0aUlXeXc0SjJxQ1lBUXY5SFExSUgwc2VXcW9LdThDenM1eVphWEE9PQ== | Z0FBQUFBQm9DbVhRS0JDb3ZfbzcyalZpTzRjVTRrSzB6WFk2MDQydjdqTFlHRHpvUGpKRVFvT09tcHZuSEZ1N2RHbnFkYkpMM0J0UHBoS1NnbXdqeGhCWkhEdDhjNmVKVGlnal84eTFZU2kzQmVnVndSU0ZTVElpTXBqVEZ3WFZVcjRCYzlqSjVCZXFRRGdXVXJxX2F2M2FENnN0X2w3SmgxbDRTb3lrb0dYb2tTc3dESU5TOGxTbnFQUUg3T1dIZm5nSXF0aC1mYVRqQ3VhM1BraVNnaXVldUYta0tIcEdwQT09 |
I feel like it's a dumb question to ask in the first place. | r/webdev | post | r/webdev | 2025-04-08 | Z0FBQUFBQm9DbVhRZUNyYzQwSVlFR1FpOFYxYmtodk5ocnAtQUViN1ZDM21IcTZVZTNoYm5IcnhzLTc1RWo1UnZ4ZkZFYWxIcmJZLXYyRndQeWNhNGY4R2VBMl9vSEdMSHc9PQ== | Z0FBQUFBQm9DbVhRQW9DX1JUWUJreXhjbm9iRW5XeEg5cl9qYkRsR2xUVS1FeFctSlNLeTNoX1VnMlhfMkRiR09kNjVYUl9Cd1ZULTBHbFk5ZVRpcTJiV0U1MEp3cTZZdTFkMGtmVURQWkIxMlZadnd4dDVCdndRWThIV0JIcWlhcm1jZGJ5RWJGakxoVkQ4b25lUlh1TTN3Z0VlYkFraWl5dnAxMC1oZENxS3FYMlF6N3p6blVqWjdpNnpHZ0d6TUlGMTZBSzMzcDJC |
We all know the rules — clean code, accessibility, semantic HTML, responsive design, etc...
But let's be honest
👉 What’s one best practice you *know* you’re supposed to follow…...but still skip (sometimes or always)? just real dev confessions | r/webdev | post | r/webdev | 2025-04-08 | Z0FBQUFBQm9DbVhRWGVidnFNZWtKZU1vclY4Z0M5TWdNMDFqOGVpcTJmeXBnc3Q1eFcxUHp5NTZRd1h3ZUpMUlV2TGlVdjlNSzhjUHZ6YmFabUxMNFZDM2h0eW1qMXJOYkg4U19TZWNjcVR3TTFWUHE1NFVoM0U9 | Z0FBQUFBQm9DbVhRUXdkaWI1Slo0QWt3d1B0TWtSOXJaUTczeXBtbl9JX19UR0lZT0dRR3FSSklUUjA5b2ljVTVRV0VHQTlJb0FDTzJxSkRpMFBTUlBJbmljNE9kLTVDM2hVM2JBWS1DdTRWcDFUQ09ydkR0MTRGZHQ1dHE2YmoxOUZrZnJVQ0NMUGNITi16QUJfbDRBX3k3V3FSYWJBRnl2dUZJRFo4MnZfT2N3YWs4TmpVSUdySG9ZbmJ4N0tUaHgxbmdLRWRVR2JM |
LTC is no threat to the current financial system. It's inherited the same flaws that ruined BTC. | r/bitcoincash | comment | r/Bitcoincash | 2025-04-08 | Z0FBQUFBQm9DbVhRVjdyMlVOMHViVFdscDdqM2JRNFpRZDVzbGNSc1MtS3ZFM0ZuUXNHX3BHaGpPV3owcVhrbG9EUUExREJDNExsaHRYNjV0VVpMMUlwWGV6M2lzWk9QaWc9PQ== | Z0FBQUFBQm9DbVhRZHJSUlF3dzNBMmNKcV9xSG50aUJXQW1MODA5YTc3ZjJfdWxUeXV2aDdnRU9qVHNkZjJzdkRZQjN2SWptcnJESWdXNEJoQm5mc2o0WW5WX0ZJaEFMQmVjb2g3Q1M4amR2SXVwdXNSMWlreUVfcEstZ25EaWlXNXlNSEZWX19VUDQtQWczdEY1czZxR25DYUt0TGJmYTFsdEVSOFh5NlptdGJBYi1KQkFUYmN1cF9HUGpvV09GWmh0a01yU0NEc3FSYVpOQUliMHpDZWp6dmR5eFp4cUM4UT09 |
After a year of refreshing LinkedIn like it was a full-time job, I finally have a real one. We did it, girlies ☺️ | r/cscareerquestions | post | r/cscareerquestions | 2025-04-08 | Z0FBQUFBQm9DbVhRVlpQRGxaUXJxdURTZnJOemlCYm1mVW5nV3ZrRjNyeTVDSXFNbHVXVFJzSVNQOHNqaVV5aG1HcVU0NzRGaWNjTVJGemFad3cwR3o3R0JhTUlPZHVVdkE9PQ== | Z0FBQUFBQm9DbVhRV0I0cEtoQmNTNVlXaFQtcU9aUWcyWHRrQng2bnQxeTB3VmVWMzhjaWhNQ3pjUy0yNFV2WTZCQWVFUnhoU1pnNVJCU0pqVDdvbTJnOVlYWGgtUUxHQjZURl8tT2NfTjc4NmNBNTgxWmdLWkl6VFppdGc4X3I0NnE0QjZyQy1pSEE4aG5nSmlUMnY0c0c5aFNDZFVva0JPZXBadjBwZE4tLTVUeVNnamVxWUdWMVpTUm1aOF9BY2NOQk8tbUpCYVVE |
Traditionally, **network programming**—working with sockets, transport protocols, DNS, writing protocol-aware apps—has been considered part of software engineering. But lately, I’ve seen it getting grouped more with **cloud infrastructure** and **sysadmin** topics.
This feels like a shift. Writing code that deeply interacts with the network stack still feels like a dev-heavy task—concurrency, performance, abstractions—not just configuring services or managing networks.
What do you think?
* Is network programming still a software engineering discipline?
* Has the rise of cloud platforms changed how we think about it?
* Where does it *belong* today—engineering, cloud, both? | r/networking | post | r/networking | 2025-04-08 | Z0FBQUFBQm9DbVhRY0w5d0xLVUJLYmcxWlYxQkNzeHBseE5razEyWTI0OWdENTAycDc1WFYwb25pU1hPdlQ1WHhBUVhEMkgwMThHc3FYeG4zQ2ctT0l2eUI4cWJScnNESnpKV1ByM2hJZ3FpZFRMWXdlNnJLYlU9 | Z0FBQUFBQm9DbVhRVVloY3hsTXplc1pQYkJkaTg5emxsaHdRV2dJSTNRelUwM1dZNnBiaUZFaE9xU0tmTHpJeXBiWHZLbU5wRDBWMlV0WWE5TFNCLVhiRHRJM2VINkowTVRIdGRGU2JGTEt2MnIxYUlZRm9YUGJVRWRvaXBCSXE3M1R3ZFM0ZC1SNjBBT2JraHlvQlBNS0FDQkpDZ1U1YW9uMWVhT1Rsc0dNc1YwOVdONnRnTmFHV242LUtYN25vaVY4a3A1X3lOSnNjbnROTjVBcEpUcENEUnpYaUdlR1NuQT09 |
Hi guys I have a blog on the math behind Generative adversarial networks on medium . If you’re looking to exploring this deep
Learning framework, kindly ready my blog . I go through all the derivations and proofs of the Value function used in GANS mini max game .
| r/deeplearning | post | r/deeplearning | 2025-04-08 | Z0FBQUFBQm9DbVhRUHcxcFRjTkhlQWdrNTZ6YTRwSTZNS21keFNRa3NpbU9oZTlqNFB6SEdmeW1FbHNLYkhWcjVTVzNIbV83Mlc5ekJPeWdfSXhJZ1dXZThFdmF1TFVSREE9PQ== | Z0FBQUFBQm9DbVhRMnpJU0pCWlludmFXcTBKbXpSU2p4czJrc1QwdXNsOGJuYjJZY0dubmktdGFScFk2RW9OUXZtZnZLN2Y3NUFDdEFOaUMtVV9yanZGN2ZFR2VkU2lWRnp3LWV6dHRpYU1Jc2xxVHVBLXJRTU1Yd3JpVHJxS0IzUVZkald0SE80LTVXVFFIa0VSN1VQRGV3VFFLU0NGa3QxRFFTTHFQdmNTSGFrU2k5aHhxY19rdXg4dDF4NWV1SVI5VXNhTU1Cc0pUZTBJcks4OVhKcG53Z3ZZTEFtSE0yZz09 |
I recently applied for a job and one of the screening questions was what is your expected pay level? The pay range is 48-72 k. I have lots of relevant experience so I said 65k. But whenever they ask that sort of question, I always think they're trying to get someone as cheap as possible. Did I give the wrong answer? I would take this job for a lot less. | r/careerguidance | post | r/careerguidance | 2025-04-08 | Z0FBQUFBQm9DbVhRUk5NUzdUbEpfdXZ4TFUzSmJCX3E4Z1ZaTTVaVkhpSGExZ2pZdlZXRW9tN0s1bWFwQk14ZFNrdENtMWU3MmJ4dkpXaEtNd3BjZ3pSTFNHV1RHWWVZTEE9PQ== | Z0FBQUFBQm9DbVhRX0hGTkg4VmExZ1lMM3NtelZUN1FuLWo2dGRxdG1QUDJaZDR4TEl2XzY3XzBiR1IzRW15VWt5clRZWXY4enN6RDA0bUJPUmVfcDZoYnZuSDVMOFc2ME1XZmx5ZGFmWmgzR0RQc2toSVVIczBLY0ZONTVJdUtyN1lhZE84TU51Slo2Q3cyRWJ6YWlnNEVzblZTTnJBOUNsMk4tX3lNLWxHUmJKaURLcTkzdnRSQTNlYW9BcHFWTlZqSzI4QjUyVkZQamRUWEZRVEZwdHZ5MjZaUDFCZEd5Zz09 |
Title. Does anything set them apart compared to your average joe at an insurance company ? | r/cscareerquestions | post | r/cscareerquestions | 2025-04-08 | Z0FBQUFBQm9DbVhRRTkySHZ0aUcxY3I1MTQ0MHdELVhaNFRzZUtNVGt2elNvX0VwT29NX3FnRC13TkdwNjdndXl3Y1Y5eF9kTGV2ZXU5MEthVGFCa3JCY3g1bUpDQzJaNFR5YVUzLV9NOWNNc19UNzlGc1NjNTg9 | Z0FBQUFBQm9DbVhRaVA3Q0FSYndPWF94bkdhMkVWS1h3S2V2cUF2cUcwcEd1MDI4eHpwODZYTHJ4ei10dnRjSTBtaTNnYjlGUzZ1eWtqcTJQcXNvMUUzUG1sYlZSaXhWendWYWotd2U4d0NkWm1VeTJwWU05NDBWNzJSdTlIOXlDbGlGQ2RrdDN3Z3dJbVZDcFZCTWxPVHRTMV9VV3F6eUNGMTZNdVRHajh0Mnhkc0k4bno0aVhzOG5UeDY0dUNGT3NIb1BzV1I0cFBaY2ZJN1o3RG96S04zTVkxVHNzTmZGdz09 |
Most voted range for 2025 is $200-$400 by voters.
***Source:*** [*https://botsfolio.com/crypto/solana/price-prediction*](https://botsfolio.com/crypto/solana/price-prediction) | r/solana | post | r/solana | 2025-04-08 | Z0FBQUFBQm9DbVhRd2MzWEVyUE1fZkhWbnBLU01xOTc4LUU4WDhyamFyRnoyc0xNcW80cE1RU0hwcHFGdG0zNlFnajJTRkl3c3hUVk1QdVBhZlVDcldDZF9mVmNQRlhlY2c9PQ== | Z0FBQUFBQm9DbVhRcXJRTVZ6c2p0ZlF5V1lIYlNNU2tUMlJweDExSVp3bkhZaEdzQnVrVzY3SXozLThXTFJvMkJvX1VZQjhZeTBseksyNUJWYVZwdjI2VmRNTGV0SWN4VFNjdF9fZVVSSG51RXBsXzJXRUU0RlpRLUxqNE5wOWhteUtVR01QQTQ0XzdUY0d1bGJaUkpObEZabVdlSHd1LXFKQUNoS0hpUXR5MEpQakhTV25tX1d5RGRpc1NxWk9GRkZOXzZVTGc3Q1dMWHp2TkVQSEZ3QUs5T25QdkFyWjlGQT09 |
Then i buy the dip of the dip then it dips again. Then i buy the dip of the dip of the dip then it dips again. Then i buy the dip of the dip of the dip of the dip then it dips again. Then i buy the dip of the dip of the dip of the dip of the dip then it dips again. Then i buy the dip of the dip of the dip of the di | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-08 | Z0FBQUFBQm9DbVhRSGNLampPR0Jwdkt4UjZkY3djc1ZVMnlyeUxNZjlkbXdQR3hfbGpZMEdlVW92dkczMDU5Rm50dDVoMUdYZmFGTE8zd1JLZVgzbV9aZUdIdGVTT3FSeWc9PQ== | Z0FBQUFBQm9DbVhRMTRYUW5GbTZDcDNRbzgxMmh6ajl0eUVqd1VUeW9VclR1SXg0QV81SkxjV0FWeFdYTXJScHJnSnpoamd4bTVGTlhwaDNEeDh5TkJtbFhDTVR1QktUWlMwTWZIWTBhb2VRdVhOTVZRRGdQeWdmQVQ1a1Z3S0UwSDJVQzNuVlozRVZ1b0hEdVY5VnhiNUJKeDI1bFpzeDFmbUpnY2dpRjZmMkRSOGZ0Q0phQkpVVFFnVE92OUs4Q2paczVid3BqVnA0 |
* **Blazing Fast:** Built for speed with 50ms interactions and real-time sync. Experience a task manager that never slows you down.
* **Local-First:** Your data stays on your device. No service outages, account issues, or connectivity problems. Your tasks are always yours.
* **Security:** End-to-end encryption ensures your data remains private. Even developers cannot access your decrypted data.
* **Privacy:** No telemetry or usage analytics. We believe great software doesn't need to spy on users.
The software is free except for the official synchronization, you can see the code.
Currently it supports iOS, mobile web, android. In the future, it will support macos, windows, desktop web.
Almost all the functions are realized on the client side, except for the code related to login and registration, all other open source.
Currently synchronization only supports my private server (data will be encrypted and uploaded, accept anyone audit), the future will support free s3, webdav, icloud synchronization.
Source Code: [https://github.com/hamsterbase/tasks](https://github.com/hamsterbase/tasks) | r/opensource | post | r/opensource | 2025-04-08 | Z0FBQUFBQm9DbVhRMGE0N0dNS1RzUTFSRDV6NGxEXzZaRmNINHp4UkxkX05ONUNaelBGNml2M0V1WEhvQ05feE1hV3U3eHBqUTVPbVlsT09ELWdSdmR1QjhEU0hyUHRyS2I0S0c4ZmNNeWNRY1lfUm51TXFqUDg9 | Z0FBQUFBQm9DbVhRUUY4RHlZZzZINVhMbXlpZ2NBbzZhTmVQSkFRZVZ5c0dhbl9meHFPTmZOTVMxMU0tQWNxdjJQNzVYNGphc0lsa19WM1BaamxIUHBSUm5GWkh6TDlwYmZWQ0k2a0I1a2dKanlOZHhOWWhYckRWRTBjdjRmeFhzQ3JXZXJsU0VUSVJrUzZWRjNibS0tYmpvY0VMc0UzWm16eUlVcjhaTjV1Y2xiOWRUY3lfUmZYNlJfazRRUGt3VVk2S0xiWkVKUXhk |
I've noticed that, especially in times of political conflict or polarization, right-wing movements seem to be better at uniting and maintaining cohesion compared to left-wing groups. Is there something inherent to right-wing ideology that makes it easier for them to form and sustain unity?
Could it be related to psychological traits, such as a stronger focus on loyalty, tradition, and group identity? Or is it more about the moral foundations that conservatives tend to emphasize, like loyalty and authority? Perhaps it’s about how left-wing movements often involve a broader range of causes, which might make coalition-building more challenging?
I also notice a lot of left-wing infighting, which could be contributing to this dynamic. I'm curious what others think. Why do you think one side seems to unite more easily than the other? | r/politicaldiscussion | post | r/PoliticalDiscussion | 2025-04-08 | Z0FBQUFBQm9DbVhRZWt2bWp1Z01GVHBwYTZBX0xpR3BYZl9FQm5TTV92ajJFLTRyOHotcDVOelEwa0h0eEotM1hkRURjQTBzb0FteUxieHVuVG85ZGRjeDJWUjRiLUFzUWc9PQ== | Z0FBQUFBQm9DbVhRNkFXMXJLY0haTXFMWkpqbWZtNUtIbUI4QWN0Wm1VckJhcHdJclFrSjNhRi1YY01CTEp1YWlNWUt4aktMNlc5b1BPblptcnczVUxYSWtOakdwV0NjNjJJSUNia1pKcXpwUlJLZ1ZMQ0JVVmJGQnhjTkNSTG05REtnY1VaNHF1a3prYmpWMkstZ0hLWF9EOWZFb01ydFhNSWdsSVcydHllazhrczRiOGV5YVB3Q2h2dkdURGtVQ2ctXzBIUVhuYWk5eVMxcWRtckRiWnFwYkpXYW00QjhsQT09 |
FORTUNE just came out with this information. Not sure what to think of it given the current job market and layoffs ... https://fortune.com/2025/04/07/north-korean-it-workers-infiltrating-fortune-500-companies/ | r/itcareerquestions | post | r/ITCareerQuestions | 2025-04-08 | Z0FBQUFBQm9DbVhRQVVuVlI4WTdVSVYyVmVNOVFTR1BnbE9wSml3R0NlcXotV2dQbmdtODBueXNZbk1hcEtVNU12a0pocUtBZFlpYmVQeUZQaGJoNm02UFZyc0RlTkE1b0E9PQ== | Z0FBQUFBQm9DbVhRT2RfM1ZQbmhJMEx3YWowclFvOTBOM3gzdnM4ZUFpTGVkRWtQWVFYZDhqaHF6NlhTYTBGWjJOS0VnelB2d1pPTzJVS2ljcUVScDduMGtwQ1liLTFndlpXOHppZGtERm0wbG5kZXZvaDcxV2RGSzBpUERvUlBhR3lqd2hyRVB0bDVsVUFCWHVnUzhVNjAyMFZkcGVCU2xaZHUtQWlZbVY5RHF0YzVMUVBzTDdLSEl4cWlsQmtQdlNrUG1USy1manlfRzVtN0l5c0RERTkxRFFiUWpNYU9aUT09 |
I’ve been running a side project for a bit over 1 year. Shortly after launching I posted a ShowHN thread to showcase it. While the feedback was positive, the main complaint was that the tool is not open source.
For months I was on the edge wether I should open source it or not, my main concern being that someone would “steal” the code and sell it under their own brand.
Eventually I caved and decided to risk it. If someone takes the code and builds a better business out of it so be it.
Super excited about it, I started spreading the word that the tool is going open source and … radio silence. It got some stars and a couple of forks, but I don’t think anyone actually browsed the code or anything.
It made me wonder: this whole “I’m not using this tool unless it’s open source” is nothing more than hypocrisy? Because I don’t think those people actually go through the source code to make sure it’s safe or anything.
For me, the only benefit I see in a tool being open source is that I could build it and run it myself for free. Other than that, I couldn’t care less. | r/webdev | post | r/webdev | 2025-04-08 | Z0FBQUFBQm9DbVhRVkxzdkF0QnNLUG5ZSEhfR2U1bWZiVjk1YTd3SEZRYTN3dF9WcnZxYUtVTTBWSHRTMmtNck9adlZRNG1NNGZEUW8zNXVvX3BtOFk0ODV1SmJtbXExaEE9PQ== | Z0FBQUFBQm9DbVhRa3h5b1BnbS16ejk1ZXRHU0loaDBUb1d6X0sxZV96V254cTVCektsa0xiMXdyb0Nrb2JPclFCYVhQS3RJYkF2VlZwLUF6TmxzdllpNlhxSFNuY29rR3ZlVFJDMzRDcU9CeWZtOEthV2VDUXdHa1lRTHY1S01ESFp3Z1RkSG9ScWZ6d18xdFRFR2FNN2tXSGZybXJBM3NYdEZNUDYyRndlMXRaakxNcW1NUXE5a01ha1Zxc1hEVF9OWERPcHpjcmxITU9qOXFVZTMyTU56ajNIRE1wTWNvQT09 |
Hey r/OpenSource!
I’d like to share **OpenNutrition**: a fully open, ODbL-licensed nutrition database covering thousands of generic foods, popular US restaurant items, and branded grocery products. I built this because so many existing free databases felt incomplete or paywalled, especially when it came to detailed micronutrients or restaurant coverage.
Why OpenNutrition?
* **Breadth & Depth:** OpenNutrition pulls from USDA, AUSNUT, FRIDA, CNF, and other reputable open data sources (like Open Food Facts) to form a base, then expands coverage where typical data sources fall short. That includes foods and beverages from \~50 major US restaurant chains (e.g., Starbucks, Chipotle, Sweetgreen, etc.).
* **AI-Assisted for Gaps**: Where official sources don’t list certain vitamins or minerals (for example, a restaurant’s micronutrient data), I use reasoning LLMs plus large amounts of grounding data to produce well-informed estimates rather than leaving a blank. My philosophy is that a solid approximation is often more helpful than “unknown”—especially when you’re trying to log your intake. Right now, this applies to generic, prepared, and restaurant foods, and is in progress for more branded items.
* **Truly Open Data:** Released under the ODbL license, so you can download, adapt, or commercialize it as long as you keep it open and use proper attribution. It’s similar to how OpenFoodFacts and OpenStreetMap handle licensing.
How to Try It
* **Search & Explore:** [opennutrition.app/search](http://opennutrition.app/search)
* **Download:** [opennutrition.app/download](http://opennutrition.app/download)
* **Methodology/About:** [opennutrition.app/about](http://opennutrition.app/about)
* **Feedback:** The best way to report errors or suggest improvements is via the site’s Feedback links—I review everything personally.
**Optional Companion App**
There’s a free iOS app that bundles the database, offers barcode/image scanning for quick logging, and provides macro tracking and diet recommendations. The app also serves an important role in the open-source project: the app's food search is capable of searching the web to automatically import new foods if you search outside the dataset, and these foods are added back to the open-source dataset over time. If you’re curious, just search **OpenNutrition** on the App Store. A paid tier helps fund further data coverage, but using or paying for it is entirely optional; the data itself remains free and open.
**About Me**
I’m an amateur powerlifter and long-term weight loss maintainer who’s spent years manually logging macros. After exiting my previous startup, I had the time and resources to make a better open dataset. I genuinely believe accurate, accessible nutrition data should be considered a public good along with the tools to make it more usable and insightful.
**If you have thoughts or feedback—whether about accuracy, licensing details, or feature ideas—I’d love to hear them!** Thank you for checking out the project. | r/opensource | post | r/opensource | 2025-04-08 | Z0FBQUFBQm9DbVhRV0lmSEQyWC1ROWlaaTdBN2g1WWQ0ZW5UN1RGeXFaWnhKVk11blhCYUFRMmE0S21zTXd6VktGdVFDaE11dmpDcndrVGRncFNPWlMxXy1TTmNuWFlqcXc9PQ== | Z0FBQUFBQm9DbVhRU003NGFpc19oSTNPQVY0YVZrcC14bjlKYVYxc3N0el9CeGI1clBhUlJ5dXlja3RzVXRxeW5LR2lMSVZVZ1pONE14d3RiNkpuY2ZRUkt0R0JsQTdaMTFvSVZEWENMcnFUQjRhdWY3dkhtdmM3RHM0cW1xSkZEbFJfbUZ5ME5fZy1ncVFLc1Z1a2NORXJoR2lMV2FaNTN0ZjJhR3RsQUdDbFpraHVHeFVzaXpoNFlPT25zVUhra3pZZWxSNlJDRUNlWThSTFJiektTYTBoRFZBWFRobGJXZz09 |
**TL;DR:**
Implemented first-order motion transfer in Keras (Siarohin et al., NeurIPS 2019) to animate static images using driving videos. Built a custom flow map warping module since Keras lacks native support for normalized flow-based deformation. Works well on TensorFlow. Code, docs, and demo here:
🔗 [https://github.com/abhaskumarsinha/KMT](https://github.com/abhaskumarsinha/KMT)
📘 [https://abhaskumarsinha.github.io/KMT/src.html](https://abhaskumarsinha.github.io/KMT/src.html)
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Hey folks! 👋
I’ve been working on implementing motion transfer in Keras, inspired by the **First Order Motion Model for Image Animation** (Siarohin et al., NeurIPS 2019). The idea is simple but powerful: take a static image and animate it using motion extracted from a reference video.
💡 The tricky part?
Keras doesn’t really have support for deforming images using **normalized flow maps** (like PyTorch’s `grid_sample`). The closest is `keras.ops.image.map_coordinates()` — but it doesn’t work well inside models (no batching, absolute coordinates, CPU only).
🔧 So I built a custom flow warping module for Keras:
* Supports batching
* Works with normalized coordinates (\[-1, 1\])
* GPU-compatible
* Can be used as part of a DL model to learn flow maps and deform images in parallel
📦 Project includes:
* Keypoint detection and motion estimation
* Generator with first-order motion approximation
* GAN-based training pipeline
* Example notebook to get started
🧪 Still experimental, but works well on TensorFlow backend.
👉 Repo: [https://github.com/abhaskumarsinha/KMT](https://github.com/abhaskumarsinha/KMT)
📘 Docs: [https://abhaskumarsinha.github.io/KMT/src.html](https://abhaskumarsinha.github.io/KMT/src.html)
🧪 Try: `example.ipyn`b for a quick demo
Would love feedback, ideas, or contributions — and happy to collab if anyone’s working on similar stuff!
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Cross posted from: [https://www.reddit.com/r/MachineLearning/comments/1jui4w2/firstorder\_motion\_transfer\_in\_keras\_animate\_a/](https://www.reddit.com/r/MachineLearning/comments/1jui4w2/firstorder_motion_transfer_in_keras_animate_a/) | r/deeplearning | post | r/deeplearning | 2025-04-08 | Z0FBQUFBQm9DbVhRa0VoTE9Bd3NYSEZrWjU3WWQtcml6QVF6NzE5eVotQUxLY1VIYzBOMnYyVDBDcXZycjJCcG5QNURqRGNOWGdiU0o5S2hsbGl0dWlidGU0cHdlbEsxT29RR2J6VnNZTmdPSVJXQVBucE92SnM9 | Z0FBQUFBQm9DbVhRbGFGWjlVek16Y3Q2d1BqdEFvVVVaOXdtZC1LOW9TNGR1aWpSa3p2bVFyblMtYVZKTzZLaVBzRkVycWxxX2J3SXpES3FVRDB2VTBqT3ZRd2g3SXJoNFZUTl9PSVZmUTROWldNVzhuMVNENnpYak5OZjVkV1lmWTkwOGVGSXdQbC02Wm93QnloWkJmY214bk5vUmVnM2l4TUxPNERYWTNhYzVuQk5OQ0lFbWp0X2dtSDFhZFJpUHdmSUR6eVNVZy15Rlg5cVRHZE05aHEtV1pTTmF2WXkyQT09 |
I’m a pizza delivery driver, and generally drive a lot, so I really work out my GPS. I used to think Google Maps was the only choice here, since any other *popular* alternative either doesn’t have accurate data, or is lacking in features. Until I got curious one day and looked up open-source maps apps, and fell into this rabbit hole.
OpenStreetMaps is *much* more accurate than Google Maps, and includes a lot of roads, and extras (parking lots and driveways) that Google Maps doesn’t have, making it a lot easier to find specific buildings if their in a dense town, or rural with long or weird driveways. And, if it needs updating, or is somehow inaccurate, *I can update it myself*! No one else would have to go through the trouble I’ve been through.
My go-to app that utilizes this database is **Magic Earth**. Not only is it the most polished I’ve found with few-to-no bugs, but it has some *really* good features like a built-in dashcam (which has been really useful for me) and camera AI-assisted driving. The app itself is closed-source however. So if you *need* something that’s fully open-source then **Organic Maps** isn’t half bad.
Also, **Go Map!!** has made it very easy to edit OSM data on the go (*edit: [StreetComplete](https://streetcomplete.app/) for Android*). I think it needs to be a borderline must-have for any phone. This community has really helped this grow a lot to something legitimately competitive with Google - assuming the app using the data is good enough.
There are some big problems though. It seems the focus on the community is just getting the roads down in the right place. The biggest for me is that **all roads** (that I use) **are missing speed limits**. I’ve worked on updating all of the ones in my area, but they’re really useful on roads I’m unfamiliar with anyway. Also, lack of satellite imagery of the landscape (Google has it) and business’s lacking information like phone numbers, business hours, or websites make me return to Google Maps more often than I like. On a more minor note, I don’t know if it has this functionality implemented at all or not, but highways don’t have lane number data either, so maps apps don’t show what lanes you need to be in for highway changes or exits.
The point is, OSM is awesome, but still requires a lot of work. Even with its problems, I’m sticking with Magic Earth because who knows when I’ll need that dashcam. I just wanted to make an appreciation post for OSM and spread the word on it some more, because it does need more contributions. How is everyone else liking it, if you used it at all? Is there anything in particular keeping most people from switching? | r/opensource | post | r/opensource | 2025-04-08 | Z0FBQUFBQm9DbVhRYThkLU5PVDAwTFg5VUtVNUxTV2xZbktBbHVqaHp5RkhYREs3UGhGczVNX2hGcm5SZlJabDV0Qm1HSGxyU3pVNFFmbmt6S2dKc2lURzJ6RmoxSjV2NHc9PQ== | Z0FBQUFBQm9DbVhRRFpuUHFHNWZCQ24yOXdhOEktdlJuU3lQQW4tTGNzT0xuRFpiWWR4eWtiTXNHUk9hUXNTMGk4UUl0bVFYYzlFWGRoMk01QkY0YlZnTF9DMWxGcWM2RXZMTVJFTUtLeWxtZnF6enRUUTRidnQxSGQtcVUyTmNkdGRxc25FUkxiS2lrNUFzelE1R1d1bGkzcFhmaF9oeEh5VWxUR1pmc3pLWHdmNmhvZ0d1ck1kSl85ZlVrbVN3UVhvdHhaYWh6UGY4bmkwdGZBZVBZNGxYUGhJVTJMRE1MQT09 |
but why would "they" do that? | r/bitcoincash | comment | r/Bitcoincash | 2025-04-08 | Z0FBQUFBQm9DbVhRM0NxN2ZBelRuQkd1ejRCMFhfako3NDlweE82bDRwODFfRWlnTGdOY2I5WHl0eEtxTjJ6VTBBQ2xwUWpkaVNId2IxLUNyVDdXOGxCQ05LdkdBNVNnLVE9PQ== | Z0FBQUFBQm9DbVhRVGVNaVpsQ3JDbzlvRDVUbzhXQThvRGxqQTBaek9DbllHVnJQNU1aajQyYzdTSHdUMVV2RmJ6QnlZOHVxSm9seGFBZjNyc3lnaUJJS3FpdDVaRnROWGF3YW1HM1VaQXRpenQyT2gzYUVrUy1obGd4a0htMzM0SHJ3NGpSUnNMcHpuWTdqLVo2dHpLUmFuYXoxVmlQcWZmS3I3MU1qNWxPRUtoek9kVzBIeHl5VnFBSmFHRHZTTVFIOGtWX0RtbGRRRXZkYl9ZOW5jYTVMMkhBWFl4dDNLdz09 |
# Taoshi | PTN - March Recap:
**#1 - Network Model Simulation Environment**: Improved the capability of our systems to simulate network model behaviors over time. This will allow us to continue prototyping new derivatives of network models and create powerful, highly performant strategies for u/GlitchFinancial users.
**#2 - Network Model Dashboard**: We began building a public dashboard where the community will be able to visualize backtested data on select network model strategies provided on u/GlitchFinancial.
**#3 - GF Beta User Onboarding**: Onboarded first batch of beta users, fixed minor bugs related to order sizing, and deployed features to control the aggressiveness of limit orders.
**#4 - Dashboard UI Enhancements**: Developed prototypes for updates on the dashboard, working to remove the need for the local miner dash & improving reliability. Additionally, we made a number of dashboard updates and performance improvements to PTN, improving user experience on the dashboard and trading environment realism on PTN.
**#5 - Capacity Management**: Rolled out a new system for risk profiling, helping to prepare miners for the transition to a capacity-based scoring system on PTN.
**#6 - Collateral Prototypes**: Prototyped integrations of collateral into PTN, and are actively interviewing candidates for a smart contracts engineering role to build the collateral integration.
If you have any questions or want to learn more about Taoshi, feel free to comment, join our Discord community, or DM us on our X page! | r/bittensor_ | post | r/bittensor_ | 2025-04-08 | Z0FBQUFBQm9DbVhRTlFWWl95b0E4aXlxcHVSMzdjRjVsWXJ2Z0lJdW83T1JCbkdmUnBzcURyOHJLcUpybkpRSFhuMk8wVEQxRS1vOFFJc2JLSVFtTGhmcDU1WHlnM0NucWc9PQ== | Z0FBQUFBQm9DbVhRT2N6azJ5Z2l2ZjhEWHFWbXpNanlPWkFzdEV6NjhvNWUyaUFybV9Ld3BEdWRxa1REbnZUUElKUzRFaVhNUFlDMHFQR1BzQUcxcm9Ca0lET1lXaXBsaGdxOGlMTGRXZ1NCTzR4WW9PRXdYZnpmdFVYX2xROVB2LUZWS3hpZGl5ME5SOENncVFqWlZyNTF1ZHFxc2EzSzZSb250T3d1S09KRjNkWXF3SUctY01LUFBuTGVqWEcycThEY0Z0bEUyT0lM |
I have been thinking of getting another degree since I have applied for a year now unsuccessfully and political science majors seems to not be very useful in the private / consulting sector. But I am 31 yo. Would this still be possible? | r/careerguidance | post | r/careerguidance | 2025-04-08 | Z0FBQUFBQm9DbVhRSlBuN1NyM0FVSnNwd3FGbGVVN0QxcjBRWmltYzZfQW9UUDdxRnYwU3hJNlBURjJTbmZaRFNLZERzbTdnZlo1Njg4YTlkdFlOcFNSeDNCWUY3ZEdCNmc9PQ== | Z0FBQUFBQm9DbVhRd0hEZHB4c1pYRWh0dFd3ZHhSODUtR1N5S0RXY29sT3ZOdTIwcnh0TjRxWTBWcDk2b1RtUG5iWmM4M2s5R2M5VHFxWS04ZWJ5YjNsYnUxWlFOQTlDZElPa1d5RjZMS3hoZGRHbjBsMXA3YVpIRkIwQ2xubGN0WjkzQ3ZVZjNmS0RNa1RfczJCaV90Y0QzUFlSNDBzejlJSGtQWnBmeW5zQkR2czU1S0lHR1RMaDk4QjFmbVM4UG9pWVoxbXhiS2VJUjZWdEg2NlhFOExxdDdfT3NDakdiZz09 |
For some context: I currently have a full-time and a part-time job. One pays fine the other pays less than that, but I greatly prefer the lower paying job as far as the environment goes. The full-time is mail and print management, but I want to move on to a different field. I can't afford a pay cut, but the majority of my experience is in this sector. I have an art degree that has not panned out, and a sizable amount of debt (not student debt). I have attempted various online tools, but have not found something that fits. Thank you for any suggestions you may have, I can answer any questions if clarification is needed. | r/careerguidance | post | r/careerguidance | 2025-04-08 | Z0FBQUFBQm9DbVhRLXRQaE1IdnZ6a1hLTzllM0RDbGlPNDBBUHNPTWxYbGVXbkx1dERBSUgzSFYwazlYS3ItSHY1NklrNWd0WXBxOTd2d3BEVEQtaXFWZURfTkpiLXo2T1E9PQ== | Z0FBQUFBQm9DbVhRcjJuM0M4bXM3TTdKaTRQcUtCRlJTSWlETFZUQzJGY3RGcThXaHRSLXV2T1FhbVdFdFhSUm9aMzdjblE5SDI1RUNxZTNpMHVxN1RUQVRaejBGbllqaWIxN1VCU3ZrVDhLcFBrc25zMzhoUGhLQnZnS2hDRXR2X2pERlhsU3dlOExtMUFBd3NWc3RldkZtMENvMTlxWGdJazRvY2JUeTR0Tzc1X3RJek5JNENTZnEtQlBLNlhVRlB5N1RIamFHenJEVzdsMXF2emlQU083WTI5aFQwQVNoZz09 |
They are purposely delaying filing for BCH ETF's even though there are funds with vast BCH holdings, and huge demand for BCH buyers such as the grayscale BCHG fund.
While we dont know why Grayscale is refusing to file to convert their fund to an ETF as they promised to do in the past, there are some reasons why they are delaying doing so such as:
1) The company which owns the grayscale, their parent company arbitrages the BCH spot price to the BCHG fund, for tens of millions of dollars, they deposit BCH, wait 6 months, and then sell shares in the fund for huge profits. Converting to an ETF would make them lose this cash cow. This may be unethical and even against the law, they own a fund and have a conflict of interest, and are abusing the shareholders for their gain, rather than acting in the interest of shareholders, who pay them a management fee. Its like taking a paycheck and then sabotaging the company who is paying you.
2) they are maxis, and although they enjoy profiting from BCH in their BCHG fund, they dont want to allow people to have more access to BCH at better pricing (spot price on an ETF) because they are worried it could allow more BCH buyers to get exposure, a closed fund effectively is an arbitrary limit on BCH adoption through brokerages.
Edit: Hopefully it will happen eventually, yes they will lose their closed fund arbitrage, but they will gain more holdings if they do convert (maybe millions of BCH if prices are cheap) and thus make more in management fees per year. | r/bitcoincash | comment | r/Bitcoincash | 2025-04-08 | Z0FBQUFBQm9DbVhRMWsxTjVGc2Vjd3BDSzZOenllQzgtRTZZdXl4NGtDMDZRWV9odGg4eTI5SHdXa1NPRkM4VjdaRks4OEZyRWgtQW5YcXFvNDQwSHl5bjd2cHZIa3VDdnc9PQ== | Z0FBQUFBQm9DbVhRTlVKUWJIOUN0REFIcmVVNFpjSkhDcFZHc21hNWxxM3hPcGs5OHJKbjhwdkE0UkloaW41RDZHZlE1ZnpPRV9FUUc1VGotRkoxSWlwMlFHZ1dRdXJManBsbUJ4MkkxT21YUGk1TGlGLWJoTl9MZEdzSmRpRE1NVGxyREtIdXNBSngtblVObFJEclRkZnRaa1VKeHRQQ0Z6VU9Tb0xnX3piMlJGaG5GWkprZm5BYzdQVzRTZ0FTUHV0ZjhiRkZ6MFhObW9NZmVNS1ppRVFCV2NyaGdDX2tydz09 |
https://www.ciscolive.com/global/experience/celebration.html
people excited? is this a good group? | r/networking | post | r/networking | 2025-04-08 | Z0FBQUFBQm9DbVhRQkVKSF85azZYVTNiMWZNVjNtUWlnUjAtOVRzaGtmRGlIOTlYdDVwV2NmV25PdVFGQjIwWXVHNWR5X21wUy1OZHAzT3lJUjdXM1ZGb19UdVVaWDgxUUE9PQ== | Z0FBQUFBQm9DbVhRV1h4UzlLRDZXR3VNODZwTXEzdHRqZ2ptdlZ4YlF6alI2NTRaa1dSbkRxSEpIckx5REZzY2JnLTgyOHBFYWtidS1FR2dDZkl6RW40UnJ0T1dxQ1FlRHBuLUZ2RGRnQU1fQzZWWWRRQ3pSOFlwdmR6VjctTG5iWmlKTHl0bG8tRy13TWtLUm5ETGZDdk1BWWFCV3E3YjJ5VzVsYmp5Y295Q0tNOEQ5QXRWV0ZNUUc2anpNQk5NTlZ6LUUySEdudkNHQ200V3hwbVJTbXkwWFF0eXpjWlNTQT09 |
My choice has always been shape shifting tbh | r/worldpolitics | post | r/worldpolitics | 2025-04-08 | Z0FBQUFBQm9DbVhRUm5CRjl0TTJMTHBHcktPMFpEcmtuSUdpNVRxZG9TUUZVWEZZVTRnbGp6MnRxcDdxcUpIZEdmdVdQUk1yOHM1WE1sRjJzbHFVbUZLSTJXVTNPbFA3TXc9PQ== | Z0FBQUFBQm9DbVhRcndaVnVLd3hLemNZaWFEZ0dtSzY1TFpydVhCeldzN0RSbGMwZ0NJeFd2ajFhXzdhMmxmelRVQmpKSE5YbGxHb1Y3MkZmR2pxUVFybmo2a29KYUdXQnlJRE1JT2RHTktPYk9kWk5hV0pCbDFkdGx1RlZKMW1zVVFfOUJTQzJLMGpwTndreW1Tcm1tLXhDZzFOVVZ1Z3JBeE9WVGh4aHNLTGVkekdibW9GZlFlb1A0RE82Q1kwYWpDN3FsZlQ3bHoydzNZYWpRLTd3SkJBMWR6U2xZb3pfUT09 |
To my surprise, former coworker listed me as a reference.
It came in as a shock because they didn’t tell me they were doing it and my experience with them was extremely negative.
How honest should I be?
| r/careerguidance | post | r/careerguidance | 2025-04-08 | Z0FBQUFBQm9DbVhRNnlCVS0ySXNWdDRGVk9XSFFhTjhYdW05bm1QbzVrd1JBNFVkUnNNS3hhNXl4LUJuNENkem5EaFJZYXdVQlg0Um5HeWVRdUpkdDhtRnRIMnRSaEhBdHc9PQ== | Z0FBQUFBQm9DbVhROWRPZEt2TktBRWRQVDk4ZnE1b2Q4ZkVtT25rR0dDSVBnM0tKVmtCT0JKNXBHR0hEVW1CRE1nVU9uX3RHOGI5RWRmM3JXaDNWUnNMU0ExV2loLWR2TnFDSmpsQmlEZjNmUHdnaUdFOTFWUzFhbEpyOVlfU1VCU1ppVmZTWXB2a1FQTDVjVGEzd1preWhJX2QyMXgzUGdyMjdfN0lwSTR0V204YUtxNVFyeXVueXk4QnhFajZQRk5VeFV1WFdPaHpxcGEteXo3d0pkTUdxVWtJcWZ0R3lrUT09 |
You guys should check this out and just tell me what you think
| r/bittensor_ | post | r/bittensor_ | 2025-04-08 | Z0FBQUFBQm9DbVhRcklnSzEyMDh6S2I4d0RRVDJ6TVdPdkhieEhqLUFsTHpwMER0R3ZTVDhoaHhYUDhLVURmT0xHQ3lpbEhGa2VSSi1iMS1xdklNcnR5bGNMLXQ4RWRvMXc9PQ== | Z0FBQUFBQm9DbVhRSzdSN3lyd3BENFc2MHBoQlliaTUyWXhZdDdsX2RIdEtUei1JSXJCSjRaZFVCX3pCcWViLVFvVWk4RGNDNnpxckw4Zm55c1lya2F2TnBnNW13NVMzOWlQbDVYMmlIVERDekt2LVNodWtNcXhsbi1MME5BTlBITDU3QnB1bWFWWXM5cmJwU3NXcGhMRGpvWFBaTGdLLUp2UkpfUnFCU2Rxbk5mNlVNUkhCWUNJPQ== |
I landed a position 3 weeks ago, and so far wasn’t what I expected in terms of skills. Basically, look at graphs all day and reboot IT issues. Not ideal, but I guess it’s an ok start.
Right when I started, I got another interview from a company paying similar, but more aligned to my skill set in a different industry. I decided to do it for practice based on advice from l people on here.
First interview went well, then got a technical interview scheduled for today and ABSOLUTELY BOMBED it. It was BAD BADD. It made me realize how confused I was with some of the basics when it comes to the field and that I was just jumping to more advanced skills, similar to what a lot of people on this group do. It was literally so embarrassing and I know I won’t be moving to the next steps.
Basically the advice I got from the senior data scientist was to focus on the basics and don’t rush ahead to making complex models and deployments. Know the basics of SQL, Statistics (linear regression, logistic, xgboost) and how you’re getting your coefficients and what they mean, and Python.
Know the basics!! | r/datascience | post | r/datascience | 2025-04-08 | Z0FBQUFBQm9DbVhRX2tYc28zVEsxWFVuTW0zS3Byd1I0emNZYUVEbUJUZ1hyMGM2aDZMemU4Vl9ZOUdPcVNPRkxOQnIxTlBZRkFuM0tIMk5MX1hlNmhObUkyQi1JeGQ4elE9PQ== | Z0FBQUFBQm9DbVhRZS0yX0VUQ1R1ZlQ1SGRZZGtLS1N2czhIb1JORkdfU1o3WlZLX2NfMktnMjlUOTltSFlMRDUyMkVQRTNxbjBKd2E4SEV2RFd5eURuQ3lGV1ZocDYxOTFkVzFIVk1rRmFKRUFqX3VvRDRETUtZWTlfcUVxMXlVamFIWHBFVTV1UVRDVk4zcktfbDNwZUY5aDNGT2NnSk94SlNvQ1lJMUJRcGEyNlNiR0ljZVllbVNuRGltNGQ1Q3dyN1NGM0RRemxw |
Something that I've been thinking about for a while is how charitable organisations/projects, which traditionally operate within strict regulations and transparency, might be structured within the Monero ecosystem, which is inherently opaque. Monero has a lot to offer charitable causes, particularly if the focus is on getting funds/support to individuals/areas that traditional financial infrastructure cannot serve.
[The Pileus Fund](https://pileusfund.github.io/Pileus) is an experiment in this area. The fund aims to raise Monero to support journalists and other individuals working in hostile environments where receiving support through traditional financial channels would be detrimental to their safety. Once the initial fundraising round is complete, anyone could apply to this Fund to receive an emergency grant. A quarterly audit, taking the form of the entire Fund's balance being transferred to a viewable wallet address for 24 hours, is designed to introduce some level of transparency into the opaque-ness of a Monero charitable fund.
Please have a look at the (embarrassingly simple) landing page, but **don't donate to the Fund** (yet). At the moment all I'm looking for is feedback. Thank you! | r/monero | post | r/Monero | 2025-04-08 | Z0FBQUFBQm9DbVhRaUpmdF90VWZiVi1iTkNQOU4tLTVnaXVCTWlaS3V0TXE0NEdwU1FVQXRnelFUUzk3RVNVSTZEQS13aDdxYXM5em5vYXQtbE16X0VEZTE1ZG1wZHhFa1E9PQ== | Z0FBQUFBQm9DbVhRTmZHVVFLY2FRa3hRN1NxbXJNV1MtYk9zU2ZBNFlQbHlWVUNEbzBWOUxlWGRnU3RDYTRrR3FnV2VPWEpzendGaERfcU1BemhWQkdnWG05Q1VWU3ZaMXZvaWw0U2dyWm9Ccm0tMkZGWmE4ckpnRXlCVHhweFhkRm1GUWR1dG0zZEFVS3F3eWVDWV8xcElRWmZPN2tOU2xYV1hNV3NOS1YxczUtMXVWdTM5MDRzUjItbFRFWTlvLVJJMjZDYXVFeFVrVHdVS0x2UEhaaHF1ZXZzdnJXc3B1Zz09 |
This Casascius 1-BTC coin is ANACS graded and unredeemed. I’m the original owner, and I worry that the hologram and sticker needed to redeem will someday fail due to glue degradation or summer/winter temperature cycles.
“The whole is greater than the sum of its parts.” Does this apply here? Should I crack open the plastic grading case to redeem the 1 BTC, then keep the redeemed Casascius coin as a piece of history, or is it worth more with everything intact? | r/bitcoin | post | r/Bitcoin | 2025-04-08 | Z0FBQUFBQm9DbVhRVDI5YmdEUkcxbUhLVlFHTE5UTFhWdDVwTVJmcjNCSmlnX21TVTNPcktlX25iMWhWT1M5ODRGcVNvWm9FQWZGb2VYM3lNSFN3d28wRUN3aExzN2hTVXc9PQ== | Z0FBQUFBQm9DbVhRQVNocWtya0lId01JeFdkT0ktMV9senRIUndfNDJ1WUtDVGdMOUpXbV9NNzJiUWZfZnFKaW1HaG1vaDFsQVRIOFBZUXJ3TUVmdzEwM2tnMW8zS19QLWVZdGgyWG9ES1VSNUlDcUVPTzIzNjd0SUpoVVdRb2ZTUks2bTZFeUJuSjR4TWFoTmM5V2ZwNDY2OXNFeExscElzOXdtT1h0bW81dm13MnJqb2FmUXdrOGhjOUZicjcxYjlraExYbElaek1m |
I’m a sde 1 that joined as new grad that doesn’t have promo in sight. (2.5 yoe, which is already above average timeline) my manager wanted to promo me within this year but due to political reasons it’s been postponed to next year. I’m trying to not take it personally but it’s starting to feel a bit of a reflection on my part. People that took long to get promoed or got pipped, how’s life been after? I feel like my self-doubt is gonna creep in soon I’m going to feel very behind my peers in terms of career growth. | r/cscareerquestions | post | r/cscareerquestions | 2025-04-08 | Z0FBQUFBQm9DbVhRWjBRSnRNZW43OUNfZWhlY256NmxzTkxUNkJkTFdjSlpmek9xWjdjMDBKc01IeGhEMVBNWS0yLXdEZF83TVVGZEJmSkJPQWk4T2M5ZUV3TnY5MTVhZGc9PQ== | Z0FBQUFBQm9DbVhRYzNlNlM2djg5Q2R3M2lUaVlhOHdSVVN2V3J2eWJSSkM0UzhjWHdRYnZEdXpMNUg0c0l1Z0FFZXFybVM0VTUwT1c0V3RFZVktMVhKQUQ0akdWOFRDczQ4bE01TTh0NkpMa1pqWUQxVkpHbVl6UlpoTjZ4UTRaa1FjcExPRXl0NzBQVk5BQTlOVkVXZ05Pa0FyRUVIQ2xhTHFVSTNhX0VGOG5sRnJxckJoU28yNWc3RE1KcC1adGx2NmMyLS04aFhTNExmeERib3JCb2lrQ2VhSlN3UjRjQT09 |
Hey, I’m not sure if this is something others go through, but I’ve been thinking about it a lot.
So whenever I’m programming -- whether it’s using a library, writing a function, or even just learning how to use APIs -- I feel this intense need to understand *everything*. Like not just “how to use it,” but how it’s implemented under the hood, what every line does, why it was written that way, etc.
And honestly, it’s exhausting.
I don’t think I’m autistic or have OCD or anything -- I’ve never been diagnosed -- but there’s something in me that just *won’t* let go of the tiniest unknown. Maybe it’s perfectionism? Maybe it’s just anxiety? I don’t know. But it kind of sucks the joy out of coding sometimes.
Everyone says being detail-oriented is a good thing in the long run, but in the moment, it feels like a curse. I spend hours obsessing over stuff that probably doesn’t matter, and as a result, I make barely any progress. It’s frustrating, and it makes me feel like I’m doing something wrong.
Does anyone else experience this? If so, how do you deal with it? How do you find a balance between understanding things deeply and just getting stuff done?
I’d really appreciate any thoughts or advice. | r/learnprogramming | post | r/learnprogramming | 2025-04-08 | Z0FBQUFBQm9DbVhRam9GdzBQUUNIMzlEamltYUgtZXlXR0RnV0RPLV9Pd0RNb1c0WG1oXzZ1OW1VRXNkaHpqaTNqMTE1eU1ld2wzdTNJWDBYQ0VDNmRHck15NnVPUU5FblZFNTF6Vm1BTEt0T0VTQTE4ajNMczg9 | Z0FBQUFBQm9DbVhRV1VWMjlrTHBuU2NULWVFRFQ4bURGSnJvdkdaUHlPdlVQSUpBNW1yU2owUjZGNXl2ajFKdXZndTRka21PbkNmb0dobmZGMURVSVdKVGx0T3A1OW1mQ0JZbEcwSEpHYjdqTEE3dEVNdDBrSzlaTUhmcWZUVFphZmxVUmN0QUxMeWxxUE8zbU5qZVNlQnY4MXRqLVViQ1IxeVBJQ2lyMFFyemMxTHVRV3VKUVFEX25NSWZiUnZQZThUNU1yRUQ5U1U0S2YteXNOci0wb1BaU0V6cmlGZG94UT09 |
I'm thinking of leaving Cryptocurrency investing and trading🤦🏻♂️. I lost most of my money in crypto. However, the amount that I lost was not so huge😅😅. What’s more frustrating is the time I invested into trading and holding coins, ultimately leading to no returns😫. A total of 3.5 years wasted.
Every trade I made ended in a loss, and even holding what seemed like good coins for extended periods didn’t turn out well. Now, I feel like crypto isn’t for me. I’ve lost confidence, and it feels like no matter what I try, I’ll just face negative returns. | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-08 | Z0FBQUFBQm9DbVhRNi13aHdzWW5Wd1dxc25KS3BwQ2hsdlltM2pGWnFIQnNrWWlTSk5KUWZmMjRma3NYMGJDbWRMcHd6VGhOM1otdk1EdzhiVFZuVy1Pemd5VEtITl9GV1E9PQ== | Z0FBQUFBQm9DbVhRV0lEdzBsWFpNUmFkc3NMY1UxY282cUN6d2JBN25QMmNnNkoySjRoN0xkdUtPdlJzSHdNRTBhaXhnRmpScC1rc19rWjAtRldmQnJtd29GTnhlUHBNc2U2QkNhZHRLUFVaN0JVcXU2Nk1ORW9KN2lVVzBITlZ2UmgxLURadDhWRXZqMTJwZzd6ZHdacWYybmpEQXowR1lHOWpoMFpWTGUxSGNJSEhaU08wSkRFPQ== |
Holding over night like all good degens. Also, I hope you all have a great week. Kiss your loved ones. This is just money. You matter. | r/wallstreetbets | post | r/wallstreetbets | 2025-04-08 | Z0FBQUFBQm9DbVhRQ2RJc0Vnc1NSNzU4R1RKWlI3NnYxSGVraWVBazExRERTQlB3QnNRU2JSdnhKdHlKVUplQUpHdm12a1Nmd0lqOXJxbjRINXByXzVaVW45U01oOGNodVE9PQ== | Z0FBQUFBQm9DbVhRa00tX1FMVlllWGstZXNwSlhRM1h2OXUtYnk2eW83UjZraDczbUtQWUVybFRWY1k2OFpqN3hzVVM3djkxSWZJVzl3U3huM0UzdlplLWhzNFF1SWtwS0J3X05RRVFHYW9KWnhlczJpR19SVTlTSGlfY0I0XzZVeUtWeHB6WEk4Qi1VRnFSYTI5OFFYazVFcXhld0VEWmx2VXVSVWN3TWFaM0djWWlHU2VDSjhpcnRWLWh6WGpndXo2Z1BPeU8wR0lF |
>*Looking at the discussion that the heads of the product team had regarding this, they wrote that this decision was driven by long-term strategic consideration. I can't share the exact details, but essentially, we were not meeting our expectations for this asset's performance. I'm glad to hear that you did not have issues with XMR in the wallet. However, many users did, and some had quite awful experiences where their XMR was not appearing when expected and was not sendable within Exodus. This is a clear sign of failure on our end. We've had to deploy many fixes to our code base to patch issues with our XMR infrastructure, and every time, many users had a terrible experience.*
>*Given the number of issues the asset has had in our wallet over the last three years, we've determined that it's better to remove it to prevent users from having funds potentially locked in Exodus because our software was not working as intended.*
When I pressed Exodus for a better explanation, as I had no issues with XMR on their wallet and other shit coins had more degraded performance they responded with the above. Curious, have others had poor performance with Exodus/XMR? | r/monero | post | r/Monero | 2025-04-08 | Z0FBQUFBQm9DbVhRR09PbXQ2UkFfclVyd2Nyd3d6RTFZY0Utc2Z4RmlneF9vam9TTmo0aG5WOWtGbGg4cG5pb3pRNHp5VGlJVHQ3dEZnU2ZEZUYtazN5SmQ5UVpRSXFrQWc9PQ== | Z0FBQUFBQm9DbVhRTEptWXh6OHBPUExEb2ROQmRSdTNYUXJNcUE1RWQ2Rld1Zzg1QlNKY0pQNk1FWjlZdUNlZW5UZTloU2JESjdEbVFJRHI4OG1jUDloU1I0ckIwVHcySVdvN3ZyMWVTTFpxR3Q1REp2ZnFvS0lTWGxzaHNSeDZoS2JTWG9raUlJU3A4WkZPM2prTnA4TG5ONEFJUFFEZmVSZEdRdDJNT2NMZDRLc1I5Vy1mTjVIay1ueWtSYUg5LU54S2ZDR2wtN1puaDlLdDg3Ty16T05UOFFIZld6MkhBUT09 |
Without seeing code, it is impossible to know the exact problem, but more than likely your reward is determined by how close the player is to the blue square. Moving to the right to the next platform would decrease reward, so your agent is discouraged from doing so. Essentially you either have to change the reward function in a way that incentivizes your player to move to that platform to the right (while still giving a reward for the blue square), or you can take another approach like using a genetic algorithm, which could produce a player that figures out moving to the right and then left to reach the blue square results in a greater reward. | r/neuralnetworks | comment | r/neuralnetworks | 2025-04-08 | Z0FBQUFBQm9DbVhRbDI2eDhmV2pxeDI0YWhlYm81OFJkck5WVDB4UGt2elVHZnlDbGg5UGdKSVN3WGgwZEZGUHdzZG5lRENYSDMxWHR1NldwelpOVGhTU0MtanFJMHpqbEE9PQ== | Z0FBQUFBQm9DbVhRNE9ZQ0JHS2tDaUxpNEJ3c1FuNHRldWhncF8wMFEwMFBZdUp3d1h5aTRzNDRSTjU1NVpGcUcwVjZUR3dwbXZNWXJYZGt2NkV3R2NwdEVIRHNINzlYQ2NTclhrSWp3R1pVSnA5MHdVOWRzem5NWlJ6Z0tiTXRMXzRabWg4Z2RQWmVRMEw2R0lGdlRnclZXN2dSbjVINnE1UVJyTUxxYjRVQ19iMWNSR1NIOEcteWRCSXlJRDN5bXY2MGRmMkM1VW9VSVhyaFdiWW5iMlROYXhLRDZxYTJHZz09 |
Manager is always grumpy and has a severe negative attitude. Today he told me "you're not going home until you finish what I want even if the next day arises and I don't want to see you out of your office for the next two hours " . So I replied "You can never make me stay past working hours nor can ever make me do something against my will" and I reported him. | r/careerguidance | post | r/careerguidance | 2025-04-08 | Z0FBQUFBQm9DbVhRRGRTQkRIWDNUSW0xRG1nY01pUm5sVTZMVHc4VU9Id0hVWXJlaWVadDd0X3RRMEJMVVAyd1BFM0RNa1FWNzZhSU5BMXRISUN6X2lmWWdpU2x6VnJjaHRvWlNGUFlIdHIyQ2o1bkUweVhQTEU9 | Z0FBQUFBQm9DbVhRVl8xd1RPVVYyWkx3LUhtclJ0dTVIWWcxVTFpWjNDVExXTVhKSmhjVXo2dTFucWlSTUhEejFoT3BkTEFGak1Vbmh5bTlzOGlKaWhueDZxQWUzbDNZMnR6WEhyX2xoaUpZUDhHbXRWTHdMcDJLc2JsQnRSMk81MDNDVUpMaHRnMFF2X2RGYVFFbnNVU01hQUNhNFU5bHk5NklDRUtJZnpMeklNTmZzSnpLb29XdUVyOGoxWkVyVW5DRXZhTXlfdEha |
I’m a beginner and I’m currently learning to code in school. I haven’t learned a lot and I’m using C++ on the arduino. So far, I’ve told myself that any code that works is good code but I think my projects are giving yanderedev energy. I saw someone else’s code for our classes current project and it made mine look like really silly. I fear if I don’t fix this problem it’ll get worse and I’ll be stuck making stupid looking code for the rest of my time at school. Can anyone give me some advice for this issue? | r/learnprogramming | post | r/learnprogramming | 2025-04-08 | Z0FBQUFBQm9DbVhROXplUVI0N0ZXQXN5ZV91Rm1wUTQ5ZklOOTlfZF9TdkRJbnpEZmJwS0RKaTRlR1ZfdXRJYk01aUxycjNiYkJXUDVwZjdPVmMxWkxrbWljMjZvZ2QydzNVcVlzZnhEQkdXZ0dGQ3VUSjdwVGs9 | Z0FBQUFBQm9DbVhRbGE5anhTMmV1eGE3Q1I2ZEtjTEtSZWt3WUlMcjRDYVMzb0Zmdm9YWW5HZ05wanVfRmEwSHFTUnB2eW83OXhtbFBmU0k0LTZUMGtXTDFtQkRNYWlsaTBENUtRSHV0aDNkenVGa2tKRElBRk0xY3hKbWpxTFRPRS0tcllwVC1kRFpwVFhPUHdadTJvY29JYkx3U2o5Ym13dTdDY0VHWENKZUhNS05GQlJpOHlPcm5uRUI1V3RPZXR2a2FqYU52RDczaHJfVC1OWk1VMlgtay1FV1VsakprZz09 |
And I’m all about it, the problem is he is a sneaky 11 (reminds me of me at that age) and can’t be trusted loose on a computer. I have his iPhone locked down so much with parental controls and he’s still sneaking around things (also reminds me of me)
So how can I enable his desire to learn, but also keep things locked down so he can’t mess with things and find his way onto the internet to places he shouldn’t be? | r/learnprogramming | post | r/learnprogramming | 2025-04-08 | Z0FBQUFBQm9DbVhRU0Y2UXYzUzloNWpPaTFydjBKbU5uZHRLOWJncGVaY2ZEWHZFTW5IVE9Xck0wcnNRSTIxMW5SVGxnS0NaWlVOb0xZQVhjbGZiZGd3Zm9yTktGNWt0a3c9PQ== | Z0FBQUFBQm9DbVhReFNfeWZKSDFnQTFMTGxkNlYwSlNheDVReVl0REFaUUM2VE9EOGZVeUpXNV9NYklJNjRkeTA5T2gxUDROUUlhWGR6Z19xME1USlJaOVhWMjh3dXUwUUI1SkZ1UWIyZVZIQkp2cHFuMmhDcWRSUDctYVFtWlp2Wlpxa0tZUEdnZjZZejZ6NUxQc0pYQnpOUThRZktvaXlHd2daSk5uQjhRS1JGUFlzWEFIZTY2WXllRURFQ1Y5b0pMZTJDbGtDNWE1 |
Hey everyone,
I just received an offer for my first IT job and I’d really appreciate some feedback or advice.
**Job Title:** IT Technician
**Industry:** Manufacturing
**Location:** Midwest, USA
**Salary:** $62,000/year (salaried, exempt) - I make 58K in a media role right now.
**Benefits:** Weekly pay, health insurance starts day one, PTO accrues from day one, 401(k) without match starts after 60 days
**Job Description Highlights:**
* Supporting and maintaining IT infrastructure (networking, servers, virtualization, etc.)
* End-user support, hardware/software deployment, setting up accounts
* Some general cybersecurity tasks (backups, securing data, monitoring)
* Involved in building and documenting systems
* Mentions ability to train users and interface with other departments
Originally the job I applied to was IT Engineer and I asked for 70k-80k but the recruiter said there is a chance in 6-12months I would be promoted to that role. I asked to get that in writing and I'm waiting to hear back. The company is pretty big and has multiple locations worldwide.
This would be my first official IT job. I have some experience with PC troubleshooting, basic networking, and have the CompTIA Trifecta. I did twist my jobs to be more IT related on my resume and the interview was very basic without much technical testing. So I would definitely need some training.
Would love to hear your thoughts. Is this a solid starting point? Anything I should ask? I already accepted but I am still interviewing in other places.
Edit: I have about 5-6 years of professional work experience but it is mostly related to video and media. | r/itcareerquestions | post | r/ITCareerQuestions | 2025-04-09 | Z0FBQUFBQm9DbVhRREFLYk5WT3BUNEFwczUzTDJQQS1OOWlvb3FXdTFJRUNaUld2SGtENHlTUm4xQU5OX3NLRTFncTVkZnE1QXBYTVB3ejA2SHlKR0dxN1ZDUEp0Y3lOOHpMdHh6MmJqeFVKQUt2VEtYeHVMc0U9 | Z0FBQUFBQm9DbVhRejRyODVrRzYzNi01TWJOVWJJRE5pMzBOV1B1azZrVU1jSm5zNmYtOTRfSEt3MFVoRGJvX1Nsc2ppUFJCUjVLUkh5OTlOcnF0NVpmWmZCTDE3SWs2VHVIaVhzOUpuX1MtRUxmQ0g2ZGl4dVlBdXhLc3dCMHZKeTFBYkZ1UmdWTm9ZN2NmQlFzRTRwVWdaY1FwT21WLURWTUpCZE80YjVRLTl6UkJycTRDY085ZTZpMmJCSXk3Z2M0NkZ4cHM4VWo2V1FMTVFlb0hGYlU5VGVpeXJDQmNsdz09 |
That sentence was too heavy for my toilet paper equivalent iq to understand | r/neuralnetworks | comment | r/neuralnetworks | 2025-04-09 | Z0FBQUFBQm9DbVhRaWFGZWdmOHIwblcwLUg2RXhKd0IxTzdRYjJYMFY2V3ljR1BKdzNNWVVRa0tySlZ4VUR2UkpqREhFajhncWREYzlKUXdnYWQ1QWd2c19FWm5LdU12enc9PQ== | Z0FBQUFBQm9DbVhRVVB5RDM5ZHRORm5VSEp1d20zWUNlWVFMbm9zTTJrdjBxcGd6VXlxYl9hU0otWndsNmZnbmhOV0g0Q1dSSkotTW9qRWtVQ3ZPb2ZwTUI5X29fY3c5YUF5U19xdG5VaEFHNEFzQ3V3OTJCOWh5djBGa284OHJNcHRVeXE0TnYwZGdWelhRd2xCZHRZRndOM1JQbk5XNDd1ek9XcWRZVkJFSW1TcmpiX19UYWpPMVlrV2NzY05ZQV9mdVNiWUxpdEltS0FpN1VJMkJJZnlZcTFzQVdUbDMtTF9KQlBxb2lfelVLckZNMmE1NmVwZz0= |
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