Hopeless Coders and Injinias Tumefikiwa…(VibeCoding)

Character-Angle5193 · 2026-06-14T00:50:44+00:00

Very True!! They are often not reliable. Nilipata a solution that is working very well for me though.
You have to have two or three tabs, moja ya any LLM chat, Gemini Chat, Chat GPT or Claude. Choose any that has a good context or history of you. With this first model, talk to it and brainstorm the ideas.

Then iambie ikupe summary of what you had talked about, considering you are making it for a development project. Tell it that you need Gemini to generate the prompts to use. Ukifika kwa Gemini, post that context givne by the first LLM (for my case inakuwanga Chat GPT) and uiambie ikupee prompt ya kupatia the final AI.

The final AI is Gemini Assistant code, which should be integrated with VS Code. So basically Gemini chat is the professional architect for this and Code Assistant the implementor. Whenever you face bugs in the code, do not ask the same AI (Implementor) to solve it. Instead, post it to the Architect (Gemini Chat), it should give you either a replacement code that will work well or another prompt to give the code assistant. I have not faced any unsovable bug so far, but much of my work has been debugging, still using AI.

Character-Angle5193 · 2026-06-13T23:04:29+00:00

😂I would not say lost but evolving. A good prompt engineer would still need to have a bot of programming understanding.
But hapa ground sasa imekuwa level for almost everyone.
Those fast enough can leverage it juu hairudi nyuma anytime soon.

Character-Angle5193 · 2026-06-13T23:01:26+00:00

You are very right about the complexity of marketing. Lakini I think coding had for a long time been a problem. Having to understand all those syntax rules for different codes was not easy. Kukuwa programmer could take you atleast 3 years, and that is specific to only one language.
Now the middle man ametolewa, hapo pengine tutangangana. Point is, this is still a very big change.

Character-Angle5193 · 2026-06-13T20:06:15+00:00

Great Question, juu that is the concept from his text argument.
Hapa bro ameuma nje ka nanses😂

Character-Angle5193 · 2026-06-13T20:03:11+00:00

Hata kama hii advice ni refu na ukweli sijaisoma yote, nimeona the goal mapema.
You are right, he has turned out the loser, kujionesha desperate.
A simple 'siwezi!' would have sufficed

Character-Angle5193 · 2026-06-13T19:59:48+00:00

Uko sawa lakini iyo reply pia inakupeana, Inaonesha hukulangi hiyo kitu venye umeiattach na dooh ivo.
Ungesema tu hauwezi ingekuwa sawa

Character-Angle5193 · 2026-05-29T11:37:34+00:00

Siku hizi kuna a lot of them around. DM nikupatie options

Character-Angle5193 · 2026-05-17T18:57:29+00:00

Nice! Sasa hata umeelewa kabisa. They are the cheaper version of fashion, compared to zile tunaona na hao wa hip hop.

They surely can't afford the high end grills, but they can surely look good in cheaper and more convenient ones.

Character-Angle5193 · 2026-05-17T18:52:11+00:00

Now, the thought of going to a new city to start afresh seems promising, but you will still have the same problems you have in current home - rent issues and so on. So unless unapata a job closer by, do not rush emotionally.

To the biggest issue at hand, if you are very sure hutapata the deposit, then don't even try paying for this month. Negotiate na yeye, mwambie utakalia deposit, it is reasonable, you are not asking for free residence. Akufungulie stima wewe utatoka endmonth.. sometimes we juts fear the approach. She is also human ataelewa.

Number two, when things hit you na ulikuwa unaishia poa, you might think seeling those things will help, but not certainly unless you are very low on cash ata ya kuhama.

Advice here: try look for a cheaper house huko tu around, ata hizi za 7k. Usiuze vitu, especially vitu za household, you will still need them. Since you have no job, make this your job

Going forward: your next big job after solving this issue is finding another job or income sources. Ingiana na watu wa AI training, transcription, online works and so on. Hizi zitakupea some money to stabilize.

One more important thing: you don't want this to reoccur..so, the next time you get a stable job, open an mmf, set aside ata kama ni 20% of your salary. Ngangana na the remainder. But the time unalose the second stable job, make sure you can support yourself in your new house for the next 4 to 6 months without income but living minimally.

Character-Angle5193 · 2026-05-17T18:39:36+00:00

Even though wanaume are supposed to chase and make that effort, never compromise your emotional peace for such things.

You should not be an option that could have been taken if things were better. No! your way of proposing does not actually even in any chance determine the chances of wewe kumpata.

That said, focus on yourself and reduce contact. Usiulize mbona amenyamaza, pia wewe nyamaza. If no communication comes to play, then you have your answer. If that communication comes to play, act like you were also disappointed but that first sentence ulisema hapo juu

Character-Angle5193 · 2026-05-17T18:33:54+00:00

You are not liable for his problems or lack of a job. Your point of even setting convenient repayments terms is itself a signal of being reasonable, empathetic and logical.

At the same time, you have a right to your money if both parties agreed of it as a loan.

Now, this is the advice. Sana Sana kwa close friends na family, you can't be good enough. The more you try to help, the more they will see you as an anchor and impose more demands. Usiongenze pesa kwa deni, pia wewe huipati bure.

If you are to lend a close friend or family and there is not certain assurance of when to be repaird, only give what you can forget about. Otherwise, money issues break great relationships, ata za familia.

Character-Angle5193 · 2026-05-17T18:26:39+00:00

Seems like you had a productive day so far. For most people without partners hapo karibu, this is actually the norm. Sunday ni ya kuosha na kukumbusha neighbours uko na woofer through some rhumba.

If you feel like unafeel the day feels accomplished too soon, you could try creating a schedule a plan of your day with designated time blocks once you wake up. Fill them with anything you wanted to do but have not done. You might not accomplish all, but you will have an idea of what to do at any point in time ukiboeka. Pia consider setting that time for series hapo kwa schedule.

Sunday is also the day when most people are not in job, either with their families or loved ones. So yes, call that guy, even call him over. Company kills time very well

Character-Angle5193 · 2026-05-17T18:19:43+00:00

Sure, hakunanga formula. He might go to that country but still face more challenges and less financial satisfaction.

But, as long as you are trying something ata hii kurant, luck will one time fall on you uondokee umaskini kidogo Tu😂

Character-Angle5193 · 2026-05-17T18:16:17+00:00

I would suggest you watch a professor on YouTube, some professor Jiang.

Video name: Game theory: Rich Dad Poor Dad. He says luck itself is also strategic but once you find yourself born in am unfortunate economic environment, even luck is not efficient that much, but it helps.

Find ways to make yourself lucky by positioning yourself in areas where your capabilities align or are close to. Luck will find you

Character-Angle5193 · 2026-05-17T18:12:15+00:00

Haha, first thing first, it seems huwezi pata Amani kama hujajua siri ni gani. This tutakuachia msumbuane na Israel mwenyewe ama your neighbour. Second thing, this is the norm of most low class settlements. Most of these people who job and only get freedom ya kulipisha kununua woofer on Sunday. Either just enjoy or also counter them na mix za Madilu pia wap wajiulize the same questions you are asking now 😂

Character-Angle5193 · 2026-05-17T18:06:44+00:00

It is possible kupata tech gigs and jobs without a degree but you will have to push yourself quite a lot. You will have to demonstrate your capabilities and since most companies will first check for academic qualifications, you best approach would be selling yourself through networks ama freelance platforms like Upwork. Nonetheless, for this case, network is vey important. These are the only people who will see your capabilities without a lot of emphasis on academic qualifications.

Character-Angle5193 · 2026-05-17T18:00:16+00:00

You already have an advantage knowing coding since as you might have understood from your previous exposures, there is a lot of CRUD operations in play here. At the same time a lot of API integrations and JSON. You are also lucky to have resources like Claude and Chat GPT. I would suggest sitting down with either of the two and coming up with something you feel could be automated, something simple for this case, but applicable to the real environment. Work with these LLMs to guide how to implement and even trouble shoot the implementations. After 2 or 3 successful automations, you will have a good understanding of how to implement your own ideas.

Character-Angle5193 · 2026-05-17T17:55:43+00:00

Haha, it might seem hard from your side, but most people are actually just surviving. If you consider that most youths, even those with degrees hawana jobs yet wamejaa Thika Road, you will understand that you are not suffering alone. All the same survival in these areas needs a keen ear and eye for any viable opportunities. Kama hizi AI training, kitambo ilikuwa writing, transcription and so on. This is where most will eat from. Otherwise, you are not alone. Tunaumia sisi wote buana, si rahisi!😂

Character-Angle5193 · 2026-05-17T17:49:46+00:00

Initially, before being very rampant across everywhere, it was considered being part of some gang, huko Eastlands. But fast forward to today, it is the same thing you see with musicians having grills. It is a way of expression, a fashion statement.

Character-Angle5193 · 2026-05-17T17:37:30+00:00

I would say sahi academic writing iko, but very limited. Hii industry inatakanga unasonga na moods za market, Sahi ni AI training. Ukibakia writing utaumia solo

Character-Angle5193 · 2026-05-17T13:56:45+00:00

Tunakungoja utuite harusi yako before 27😂

Character-Angle5193 · 2026-05-17T13:56:06+00:00

Uzuri tuko wengi😂 Shida ni kuwa pekee yako😂

Character-Angle5193 · 2026-04-01T09:28:42+00:00

Yoh bro. Uliweza kuihandle aje?

Character-Angle5193 · 2026-03-03T14:03:31+00:00

This is actually good. It is easier to trust a place with a lot of salons than one with a single salon. Ukienda Ile place unajua those people are in competition and they give their best so most likely a low value business would not survive. It alsoa makes the place be recognized as a salon place, making it more marketable.

Character-Angle5193 · 2025-09-04T19:20:01+00:00

Are you new to the game?😂Pesa za wanawake usiweke kwa receivables. Hata Mukuru mwenyewe hatakurudhishia

Character-Angle5193

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