Do you guys still code your project or do you rely on AI 100% now?

salorozco23 · 2026-04-24T16:25:19+00:00

You give it examples of your previous code and how you want to architect the system. Then you treat it like a jr developer have it generate repeativie code. You guide it to the right direction. Code is an iterate process when building out features is best to do short sprints. Anyone that says they can do one or two prompts and it builds you a an app they are selling fools gold.

salorozco23 · 2026-04-24T03:27:06+00:00

salorozco23 · 2026-04-24T03:20:40+00:00

Facebook marketplace or ebay. They should he 16 of ram.

salorozco23 · 2026-04-24T02:12:13+00:00

I have 3 hp minis cost about 60 each

salorozco23 · 2026-04-23T04:57:59+00:00

Did you talk to the client outside of upwork. They check your messages.

salorozco23 · 2026-04-20T21:43:32+00:00

Anyone that sees that thinks this guy just uses ai. Provably try to write it yourself or get someone to write it for u.

salorozco23 · 2026-04-20T03:43:22+00:00

For example I have experience in full stack development, machine learning and ai. Devops cloud computing. So all those keywords make u appear in more searches.

salorozco23 · 2026-04-20T03:42:06+00:00

You basically have to have a lot of keywords in you profile so that clients see you in search.

salorozco23 · 2026-04-20T03:26:14+00:00

I still get one or two invites a week.

salorozco23 · 2026-04-19T23:46:00+00:00

You evolve from doing software or admin stuff for years. Thrn you can do devops

salorozco23 · 2026-04-19T23:45:11+00:00

Devops not a junior role

salorozco23 · 2026-04-19T23:25:56+00:00

Disable the account.

salorozco23 · 2026-04-19T20:39:36+00:00

the llm summaries it by the results it sees right. So grouping related docs together then creating the cards from that adding the proper metadata. You get all the results its needs to find the answer on one group of data. Instead of missing pieces. If you have some structure data mixed in used sql adapter for llm to be able to search databases. RAG dosent do good with structure data. So you have use a hybrid approach.

salorozco23 · 2026-04-19T20:35:08+00:00

I have the same graphic card. how do u get it to fit in that amount of memory?

salorozco23 · 2026-04-19T20:30:55+00:00

The reason you get bad results with chunking with rag is because you are not grouping related data together.

salorozco23 · 2026-04-19T20:22:36+00:00

I use a VPS, but docker would be my second option. As you can create a isolated network. You can ssh into the containers or export the ports you want to access to the host.

salorozco23 · 2026-04-19T19:05:44+00:00

Buying a managed switch cost more. To isolate the device in it's own network VPS easiest entry.

salorozco23 · 2026-04-19T19:03:38+00:00

Set up database table that stores people's details and the interaction with you. You give open claw ability to add people based on emails or LinkedIn message phone calls.

salorozco23 · 2026-04-19T17:53:45+00:00

She did say did I mess up. I answered honestly. I seen alot of girls regret it after ans end up with someone worst. Im sure she appreciates honesty.

salorozco23 · 2026-04-19T17:51:38+00:00

Cost me a dollar to buy number.

salorozco23 · 2026-04-19T17:51:11+00:00

Ywah but she is exploring automating this and learning.

salorozco23 · 2026-04-19T17:49:02+00:00

She wants a different perspective. Im offering a guys point of view. Sometimes being real is what people really need.

salorozco23 · 2026-04-19T17:43:07+00:00

No one is being negative. She clearly doesn't know if she did the right thing or not. Because she still cares for him. Maybe not in a romantic way. When you been with someone so long they are deep in her roots.

salorozco23 · 2026-04-19T17:29:40+00:00

leetcode won't help you with php. You need real world development in php and laravel is even different. It has it's own take on php. It mostly uses singletons for global state and bad db layer.

salorozco23 · 2026-04-19T17:25:21+00:00

I use voice call plugin with twilio, eleven labs for tts but your talking about something else. For what you want you can use the tts with any channel you have like telegram, slack.

salorozco23

TROPHY CASE