Ukusuka ku-AIpocalypse: Izinhlelo eziyinhloko zokusebenza

Facing the AIpocalypse With Eyes Open, and a Plan to Win

Uma ngalinye ngithombe mayelana ne-AI enikeza izindleko zokusebenza kwezobuchwepheshe, izindleko zokusebenza, noma i-AI i-business automation, ngithole amaphuzu ezimbili ezivame kakhulu:

• "Umbala, I-AI ayikwazanga." One guy wabhala, 'I-intelligence yakho iyahlanjwa!
• “Yes, bro, it’s wild. It’s a lot to deal with.”

Ngingathanda u-optimism, kodwa siphinde, ukuguqulwa iyatholakala. It is already hitting, and those who remain open-minded and conscious will adapt and thrive through this massive transition.

Ngizibuyekeza imibuzo emibuzo emibuzo emibuzo emibuzo emibuzo emibuzo emibuzo emibuzoKuyinto Strategic.

Ukulungiselela FTW.

Ngakho-ke, yintoni ingxelo yami kubasebenzisi we-software emzimbeni yokushintshwa okungenani?

Ukufundisa AI-No matter where you sit

• I-Junior Dev? Ukufundisa AI.
• Ingcindezi Senior? Ukufundisa AI.
• Software Product Lead, Team Lead, CTO? Funda AI.

Kuyinto ubuchwepheshe, okuyinto singakuthanda nangokuthi. Ukuvuthwa ngokushesha kulokhu kubaluleke kubaluleke.

Indlela yokufundisa AI njengoba Dev

Okuningi ngahlola ukuhlolwa kwami ku-AI automation, okwengeziwe ngifona lokhu njenge-one of the wildest times of opportunity ever.

Ngiyazi: abantu abaningi, abaningi abacwaningi be-software abalandela i-AI. Abaningi nathi abalandela ku-inthanethi futhi akuyona izinto, kodwa siphinde sibe inkulumo.

Okuqukethwe okungenani: uzodinga ngaphezulu kweyure noma amabili nge-ChatGPT.

Ukufundisa I-Landscape

I-AI kuyinto engaphezu kwe-ChatGPT kuphela. Kuyinto i-LLMs, ama-agents, i-workflows, i-memory, futhi izindlela ezininzi ezahlukile zokwakha imodeli. It kungase kubalulekile isixhobo se-searchup, kodwa cishe ngosuku zonke, iqela elisha lithumela ukwenza izinto ezintsha.

My advice:

• Read Hacker News, HackerNoon, X, futhi ProfitSwarm.ai

Ukufundisa ukufikelela ku-AI

Ubuchwepheshe okusheshayo iyinhlangano. Uma ungacindezela PRDs noma i-sales copy, uye unayo ithuba. I-Quality ye-AI ye-outputs yakho kulingana ngokuphelele ku-Quality ye-input yakho (i-prompts).

My advice:

• Thola ukubheka kwe-AI APIs nge-prompts ahlukahlukene, ahlukahlukene
• Play nge I-AI image gene tools
• Ukufundisa imiphumela ngezindlela ezithile
• Ukufundisa i-model quirks & i-master system prompt
• Learn automation tooling (Gumloop, Lindy, n8n, etc.)

I-Vibe Shift

I-Vibe encoding ihlolwe, ke kubangelwa kwelanga elidlulile le-niche drama ku-AI eminyakeni edlule.

...But ngithanda ukuthi ama-dramatic amaxesha akuyona inkinobho.

Vibe coding is legit for good developers.

Ukuze abanye, kungcono futhi enhle yokwenza i-prototyping. Kodwa asikwazi ukukhiqiza ikhodi esizayo, enhle, enhle.

Ukuze ama-engineers abacabanga i-vibe encoding, kuyinto multiplier.

Ngokusho ngo-April 2025, Vibe Coding Smart kuyinto:

• I-non-technical people: Usebenzisa i-AI ukuba i-prototype kanye nokufunda. Ngicabanga nje ukuthi i-output ikhodi esizayo yokukhiqiza
• I-Junior devs: Sebenzisa ukufundisa nokushesha ukubhala lakho le-logic, kodwa uchofoze, uchofoze, uchofoze
• Senior engineers/full-stack devs: AI is excellent at:
  • Quick prototyping
  • Fast (if bland) UI work
  • Writing boilerplate code (e.g., CRUD / DAL basics)

Ngaphandle kwalokho, i-AIThola isikhokeloNgena ngemvume

• Ukuvikelwa
• Ukuvumelana
• Ukuhlobisa
• Ukubuyekezwa
• Qhagamshelana Framework

Ngokuba abanemingcele ezinhle kanye nokukhuthaza PRDs, izici ezinzima, kanye nezinhlangano zokufaka, bese ukuqinisa ikhodi, singakwazi ukufinyelela imiphumela emangalisayo.

Yenziwe njenge-Software Engineer? Umphumela I-AI emzimbeni yakho.

Kuyinto emangalisayo ukuba umkhakha; kungenzeka ukuthi kuyinto umkhakha enhle. Kodwa ngokwethembeka, kufanele ubhale ukuchithwa kwe-AI emzimbeni akho, noma okungenani ubhale ingxenye yokuguqulwa. Uma kungekho, ungenza ukuba ubhale ngempumelelo ku-2026.

• Thola i-project yakho ukuhlola izixhobo kanye nokukhuthaza inkampani yakho
• Yenza i-updates ye-internal ku-What's Working in AI
• Qaphela izinguquko ze-AI ezivela emakethe
• Be forward-thinking mayelana ne-automation
• Qiniseka njalo ukuba abe nomntu; abantu ufuna umsebenzi yabo, futhi ukuguqulwa ngokuvamile inikeza ukucindezeleka. Lokhu kungase kufinyelela njengama-escalation / i-conflict; ukucindezeleka ngokufanele

(Note:Izimboni ezithile kanye nezofthiwe eziholile kungase kubaluleke kakhulu ukuthatha I-AI; ukhangela ukhuseleko, izimali, njll. Kodwa awukwazi ukucindezela ngokuphelele, ukhangela izindlela I-AI ingasetshenziselwa ngaphandle kokuthintela abantu noma ukunciphisa ukucindezeleka kwezimali.)

Khetha Line yakho, Exit Strategies & CRAFT

I-AI isixazululo umkhakha yethu. Kuye ngempumelelo ukuthi abantu izinsiza isofthiwe kwangaphambili ayizange. Faka ucwaningo oluthile nawe ngaphambi kwexesha.

• If your job pivots to managing AI employees, do you still want to do it?

• Is software engineering your craft? Do you want to compete in a market rife with AI clone factories?

• Will you enjoy a day-to-day work life with far fewer humans in it?

  
  

  

Zonke nathi has umugqa. A range of environmental variables that are nourishing, noma ngisho nje akufanele.

Kukho amathuba ukuguqulwa, ukuguqulwa, ukwamukela, noma ukuguqulwa kwe-AI njengezinhlelo zokusebenza zethu.

Ukulinganisa umugqa wakho ngaphambi kokufakwa ukufinyelela.

Strategy Examples:

• Izinzuzo ezithile ze-software zingathola ngokuvamile ngokuvumelana ne-humane developer craft
• Olandelayo kungabangela kakhulu ku-automating futhi kubheka ngempumelelo bots
• Mhlawumbe ungahambisa ku-consulting noma isikali esahlukile

(Ngikhathaza lokhu njenge-akhawunti yokuzonwabisa. Ngingathanda nje ukuyifunda!)

Imininingwane ye-IRL

I-pull I-feel (ne-cred will be massive by 2026) kuyinto i-pivot ye-knowledge workers ku-IRL.

Mhlawumbe uye uvame ukuba:

• umphathi we-boat
• Izakhiwo ze-Gigant
• Ukusebenza Smallholding
• Yenza izakhiwo ezivamile

... noma mhlawumbe ndiye nje .

I-Software ne-logic iyatholakala, kodwa i-IRL 'i-job' ingatholakala kakhulu, inikeza izinzuzo ezintsha, futhi inikeza ithuba enhle.

I-Tech ingasiza ukujabulela ukujabulela izicelo ze-hand-crafting. It kungenzeka ukwenza i-copycats i-1,000 izikhathi kakhulu, okwenza isitimela ekupheleni.

In my opinion, there’s a lot of upside for many of us in the IRL business over the next few years.

Certainly, I’m going to hedge my digital businesses with some analog ventures.

I-Aipocalypse Prep yamahhala

Ngicabanga ukuthi I-AI uzothola imiphumela enhle kumadoda bethu. Kodwa ngithandi lokhu:

“Invert, always invert.” - algebraist Carl Jacobi, via Charlie Munger

“Invert, always invert.” - algebraist Carl Jacobi, via Charlie Munger

I-AI ine-potency enhle ye-mass career changes, kodwa futhi izinzuzo ezinhle kwami njengama-artificial system makha.

Yini Ngitholakala Ukuze Evolve Nge AI:

• Ukukhangisa ku-AI ngempumelelo (ukwenza ukubhuka ukwenza i-AI ye-100% yebhizinisi ngonyaka - ProfitSwarm.ai)
• Ukwenza ukufundisa ukusetshenziswa kwe-AI ingxenye yesisekelo se-my life
• Ngithole ngokushesha, ngenkathi ngithole ekubunjweni kwama-values kanye ne-humanity. (i-AI kuyinto super experimental manje)
• Ukubambisana kwe-digital living ne-IRL living
• Ukukhangisa ngokuchofoza izinzuzo ze-bi lokal

I-AI ingaba i-steen ye-philosopher noma i-axe ye-management consultant. Uyazi.

Hlola lapho i-AI ithatha nathi

Uma ufuna ukuyifaka kanye nomthamo yami yokusebenza kwe-AI, ungakwazi ukuhlasela kuUkubuyekezwa.

Ngicabanga ukwenza i-AI igalungu yami ye-philosopher, noma ukuhluka ngokugqithisileyo. Thola thola lapho kuholele.