Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka

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

Waxaad ka mid ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah.

• “Waa'aalo, AI waa mid ka mid ah in ay ka mid ah, oo ka mid ah in ay ku yidhi, “Your intelligence is artificial!”
• “Yee, bro, waxa uu ku yaalaa.

Waxa uu ka soo bandhigiisa in la soo bandhigiisa, laakiin si kastaba ha ahaatee, wax soo bandhigiisa waa la soo bandhigiisa, oo aan la soo bandhigiisa, oo aan la soo bandhigiisa oo la soo bandhigiisa oo la soo bandhigiisa.

Waxaan u aragtiyey oo ay u aragtiyey oo ay u aragtiyaan AI-ga. Qalabka ugu horeysay ee sandiga oo ka mid ah shuruudaha iyo si ay u aragtiyaan in ay u aragtiyaan in ay u aragtiyaan.Waxaa laga yaqaan 'Strategy.

Qalabka FTW.

Sida loo yaabaa, waxaa laga yaabaa in la soo bandhigiisa ugu weyn ee loo yaqaan "Software People" ee loo yaabaa?

Waayo, waxa uu ku yaalaa in ay ku yaalaa in ay ku yaalaa.

• Waayo, ma ahaatee, ma ahaatee, ma ahaatee.
• Injiilada ugu horeysay?
• Software Product Lead, Team Lead, CTO? Learn AI.

Sida loo yaabaa, waxaa laga yaabaa in ay ka mid ah ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah.

Sida loo helo AI sida Dev

Sida loo isticmaali karaa in ay ka mid ah loo isticmaali karaa in ay ka mid ah loo isticmaali karaa in ay ka mid ah loo isticmaali karaa in ay ka mid ah loo isticmaali karaa.

Markaas oo ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah.

Sida loo yaabaa, aad u baahan tahay in ka badan 1 ama 2 saacadood oo loo isticmaali karaa ChatGPT.

Waayo, ka mid ah ka mid ah ka mid ah

Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka

My advice:

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

Waayo, waxaan ka mid ahaysaa in ay u ahay

Si aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay.

My advice:

• Ma rabtaa in la soo xiriir API-ga ah ee AI oo loo isticmaali karaa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa.
• Sida loo isticmaali karaa AI Image Gen Tools
• Qalabka dhismaha iyo dhismaha iyo dhismaha
• Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka
• Waqtiga dhismaha automation (Gumloop, Lindy, n8n, iwm)

Qalabka Shift

Vibe coding la xira, ka dib markii ay ku xira in ay ku yaal ah niche drama ee AI ka hor.

...Ma rabtaa waxa uu ka mid ah dhismaha oo ka mid ah dhismaha.

Vibe coding is legit for good developers.

Waayo, waxaa laga yaabaa in la soo bandhigay oo dhan ee loo yaqaan prototipe, laakiin sidoo kale waxaa laga yaabaa in la soo saarka codsiga ugu soo saarka, wax soo saarka, iyo codsiga ah.

Waayo, injiilada ah oo ka mid ah coding vibe, waa multiplier.

Sida loo yaabaa 2025, Vibe Coding Smart waa:

• Shuruudaha ugu horeysay ee shuruudaha ugu horeysay ee shuruudaha ugu horeysay ee shuruudaha ugu horeysay ee shuruudaha ugu horeysay ee shuruudaha ugu horeysay ee shuruudaha ugu horeysay ee shuruudaha ugu horeysay ee shuruudaha ugu horeysay ee shuruudaha ugu horeysay ee shuruudaha ugu horeysay ee shuruudaha ugu horeysay ee shuruudaha ugu horeysay ee shuruudaha ugu horeysay ee shuruudaha ugu horeysay ee shuruudaha ugu horeysay ee shuruudaha.
• Waayo, waxaa loo isticmaali karaa si ay u aragtiyaan iyo si ay u aragtiyaan logic, laakiin si ay u aragtiyaan, si ay u aragtiyaan, si ay u aragtiyaan
• Senior engineers/full-stack devs: AI is excellent at:
  • Quick prototyping
  • Fast (if bland) UI work
  • Writing boilerplate code (e.g., CRUD / DAL basics)

Sida loo yaabaa, AIQalabka waxaa laga yaabaaHaku:

• QEEBE
• adeegyada
• Haku
• Haku Nomenclature
• Shuruudaha Framework

Sida loo yaabaa injiilada ugu fiican iyo loo yaqaan PRDs, macluumaadka dhismaha, iyo tababarka, ka dib markii loo yaabaa codka, waxaan sidoo kale sidoo kale ka heli karaa si ay u fiican.

Ma rabtaa sida Software Engineer? Lead AI in aad shuruudaha.

Waxay ku yaalaa injiilada ah; waxaa laga yaabaa in la yaabto ah, laakiin si ay u dhawriyey, waxaad ka caawin kartaa AI ee orgadaadaadaadaada, ama ka mid ah si ay ka mid ah shuruudaha.

• Waayo, waxaa loo yaabaa in ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah.
• Waayo, waxaa loo yaabaa in ay ku yaalaa in ay ku saabsan wax soo saarka.
• Waayo, waxaa laga yaabaa in ay ka mid ah wax soo saarka ah oo ka mid ah wax soo saarka ah.
• Waayo, ku saabsan automation
• Waayo, sidoo kale, waxaa laga yaabaa in ay ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah.

(Note:Qalabka kale iyo software-ka ah waxaa laga yaabaa in ay ku yaalaa AI in; ku yaalaa wax soo saarka, wax soo saarka, wax soo saarka, wax soo saarka, wax soo saarka, wax soo saarka, wax soo saarka, wax soo saarka, wax soo saarka, wax soo saarka, wax soo saarka, wax soo saarka, wax soo saarka, wax soo saarka iyo wax soo saarka.

Sida loo yaqaan "Line, Exit Strategies & CRAFT"

Sida loo yaabaa in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah.

• 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?

  
  

  

Waxaad ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah.

Waxaad ka mid ah ka mid ah in ay ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah.

Waayo, waxa uu ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa.

Strategy Examples:

• Waayo, waxaa laga yaabaa in la soo bandhigi karaa in ay ku dhigi karaa in ay ka mid ah wax soo saarka ah ee loo yaqaan 'Human Dev craft'.
• Waxaa kale oo ka mid ah wax soo saarka ah oo ka mid ah wax soo saarka iyo wax soo saarka.
• Ma rabtaa in aad u baahan tahay si ay u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan yahay.

(Ma rabtaa in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan yahay.)

Qalabka IRL

Sida loo yaabaa, waxaa laga yaabaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa.

Ma rabtaa in la soo xiriir:

• Qalabka Kapitan
• Qalabka Giant
• Ku saabsan Smallholding
• Qalabka Qalabka

Ma rabtaa in aad u baahan tahay in aad u baahan yahay.

Software iyo logic waa caadiga ah, laakiin IRL 'work' waxaa laga yaqaan 'work' waa mid ka mid ah wax soo saarka cusub, oo ka mid ah mid ka mid ah wax soo saarka.

Teknoolojiyada waxaa laga yaabaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa.

Waxaad ka mid ah ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah.

Markaas, waxaan ka mid ah u dhismaha warshadaha digital oo ka mid ah shirkadaha analog ah.

Qalabka Aepocalypse

Waxaan ka mid ah in aad u dhigi karaa in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan yahay.

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

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

Waxa uu ka soo bandhigiisa in la soo bandhigiis ah oo aan la soo bandhigiis ah oo aan la soo bandhigiis ah.

Sida loo isticmaali karaa in ay loo isticmaali karaa AI:

• Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka
• Sida loo isticmaali karaa in ay ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah.
• Waxaan soo saarka oo dhan, oo ay u baahan tahay si ay u baahan tahay in ay ku yaalaa in ay dhismaha iyo dhismaha. (AI waa super dhismaha hadda)
• Qalabka Digital iyo IRL Live
• Shuruudaha ugu horeysay ee loo yaqaan "Bis Opportunities"

Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka

Waayo, waxa uu ka mid ah ka mid ah ka mid ah.

If you want to follow along with my AI business automation experiments, sidoo kale aad ka heli karaaHaku.ee.

Waxaan ka soo xigtay AI ee filosoofka, ama in la xigtay fantastically.