---
title: "Tarbaɛt n Yiwen"
description: "Yal yiwen yesteqsay d acu ara d-yekkes AI ɣur-neɣ. Wali ihi d acu i txeddem tura. Tețțak i yiwen wemdan tazmert n tarbaɛt meṛṛa, yerna tilas n wayen izemren ad t-yexdem yiwen wemdan, tekka-d ɣer sdat."
canonical: https://www.askgib.com/kab/articles/a-team-of-one
last-updated: 2026-09-28
lang: kab
---

# Tarbaɛt n Yiwen

> Yal yiwen yesteqsay d acu ara d-yekkes AI ɣur-neɣ. Wali ihi d acu i txeddem tura. Tețțak i yiwen wemdan tazmert n tarbaɛt meṛṛa, yerna tilas n wayen izemren ad t-yexdem yiwen wemdan, tekka-d ɣer sdat.

By Gibril Bachouchi. Filed 2026-09-28. 3 min read. Web page: https://www.askgib.com/kab/articles/a-team-of-one

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<Chapter n="1" title="Tarbaɛt n Yiwen" />

Yal yiwen yesteqsay-d sin isteqsiyen srid ɣef AI. Ma ad yi-yekkes axeddim-iw. Ma ad aɣ-yenɣ akk.

Isteqsiyen iwatan. Maca d isteqsiyen ɣef wayen ara d-yasen, yerna ttɛeggiḍen armi qrib ula d yiwen ur imuqul ɣer wass-a.

Ihi wali ɣer wass-a. D acu i txeddem AI s tidet, ass-a, i medden i t-yesseqdacen akken iwata?

Ur ten-tbeddal ara. Tesseɣzef-iten.

<Chapter n="2" title="Lmaṭraga ur tebni ara axxam" />

Lmaṭraga ur tebni ara axxam. Amdan yesɛan lmaṭraga yebna axxam wer izmir ara ad t-yebnu umdan s ifassen-is kan.

D nettat i d leqder aqbuṛ ugar deg tqsiṭ n umdan. Afares ur yesɛi ara tikti. Yekkes tilas i yellan gar tikti d ccɣel.

Yal afares i d-yezrin uqbel wagi yesseɣzef lǧețța. Levier, charrue, moteur. Aselkim yesseɣzef takatut d uḥsab.

Wagi yesseɣzef kra ur nesɛi ara senda afares fell-as uqbel. Yesseɣzef amur-ik ittarun, isuddsen, ittwaliyen, isuqulen, yeɛawaden tikkelt-nniḍen. Amur-nni yeḥwaǧen zik imdanen niḍen.

Deg umezruy meṛṛa, ad texdmeḍ kra ameqqran yebɣa a d-yini ad tqenɛeḍ agraw akken ad t-xedmen yid-k. Teḥwaǧeḍ win issnulfuyen tanacaṛt, amuhendis, amsuqel, aselḍay, win ara yeɣren lqanun. Ma ur teẓmireḍ ara ad ten-textiṛeḍ neɣ ad ten-tesseḥbibreḍ, tikti teqqim deg uqerru-k.

Tura tzemreḍ ad tesɛuḍ afus wis kraḍ. Aqerru rnu. Tarbaɛt meṛṛa i k-yezzin i ixemmimen akken txemmimeḍ, acku d kečč i ț-yesduklen.

<SpawnTeam />

Asmel-agi d amedya. D yiwen wemdan. Yessufuɣ deg 13 n tutlayin, s tugniwin yettharraken mi ara ternuḍ tamuɣli. Xemsa iseggasen aya, wagi tuɣ d takebbanit tamecṭuḥt n telɣuḍa. Ass-a d nekk d laptop kan.

<SiteInfo />

<Chapter n="3" title="Ḥseb Imdanen" />

Ur ilaq ara ad tamneḍ awal-iw kan. Ḥseb imdanen.

<CountPeople>

<Step>

Lovable d takebbanit taswidiyt yellan di Stockholm. Tețțak-ak afud akken ad d-tsegleḍ asnas s wawalen sshelen yerna a k-d-tefk software yeddren. Deg yulyu 2025 tewweḍ ɣer **$100 million** deg idrimen n usnerni s useggas (ARR). Deg fuṛaṛ 2026 tɛedda **$400 million**. Amdebbar n idrimen-nsen yefka amḍan n yixeddamen: **146 n yixeddamen s wakud aččuran**. Aya d azal n $2.77 million n idrimen n usnerni i yal amdan. Teqqar-d tesɛa azal n 8 melyan n yisegzawalen, yerna teqqar-d fell-asen d "imdanen ur nessin ara tiknulujit yesɛan tikta igerrzen."

Ɣeṛ tikkelt-nniḍen amur aneggaru-nni. Imsaɣ mačči d imseɣtayen. D imdanen yesɛan tikta yerna ur sɛin ara tarbaɛt.

</Step>

<Step>

Base44 d tamecṭuḥt ugar yerna tewɛeṛ ugar ad tfehmeḍ. Yiwen umeskar, Maor Shlomo. Ulac idrimen n berra. Tmanya n yixeddamen. Sețța waguren mbaɛd asenker-is, Wix tuɣ-itt s **$80 million** s tedrimt tqecmelt.

</Step>

<Step>

Midjourney werǧin teksi ula d yiwen udular n idrimen n uzraɛ. Deg tuget n iɣbula, tessufuɣ-d azal n uzgen n lmelyaṛ n udular s useggas, s tarbaɛt gar 100 d 160 n yimdanen.

</Step>

<Step>

Mraw iseggasen aya, imḍanen am wigi ḥwaǧen agim n yixeddamen d kraḍ n tikkal n usenkar n idrimen. Axeddim ur iruḥ ara. Ițwaxdem. Ițwaxdem s kra n yimdanen kan i yesɛan ifassen iɣezfanen aṭas.

</Step>

</CountPeople>

<Chapter n="4" title="Axeddam n usenfaɛ n imsaɣen d bu Lmidalya n Fields" />

Tikebbaniyin d ttbut ashel. Tussna d nețțat i yifen, acku deg tussna ur tezmireḍ ara ad d-tesnulfuḍ agmuḍ s lekdeb.

Paul Erdős d amsekyad ahungari i d-yeǧǧan adrar n wugurn ur nefri. Amsekyad deg Manchester, Thomas Bloom, yejmeɛ qrib agim seg-sen ɣef usmel amatu. Kra deg-sen ḥummen mgal iqeṛṛuyen ifazen deg wannar-agi azal n sețțin iseggasen.

Seg tuber 2025, azal n **100** seg wuguren-nni ɛeddan ɣer tewwurt n yifranen s tallelt n ifarisen n AI. Amḍan-agi yekka-d seg usebter i d-yeṭṭfen Terence Tao, yiwen seg imsekyaden ifazen ara yeddren.

<ErdosBoard />

Ili-k d amidi ɣef wayen yebɣa a d-yini waya. Tuget n tallelt-nni d anadi ifazen deg tira: tamacint tufa-d belli ḥedd yefra yakan ugur deg tira ttunsan. Maca, ma drus, di snat n tegnatin, amudam yebna ttbut n tidet, d asnulfu, ɣef kra ur t-yefri ḥedd, s drus n tallelt n umdan.

Tura wali anwa i yeṭṭfen afares.

Kevin Barreto d anelmad n tazwara di Cambridge. Liam Price d anelmad aqbuṛ n tussna n uhesab. Sin-agi llan deg tazwara n tmerwin-nsen. Deg duǧember 2025 bdan ad ɛerḍen AI ɣef tebdart, ugur ɣef wayeḍ. Ass n 4 yennayer sɛan Ugur 728. Deg maggu 2026 uɣalen d imeskaren yid Tao, ɣef tira i ifran Ugur 1196.

Wouter van Doorn yexdem deg usenfaɛ n imsaɣen. Mačči d amsekyad n uxeddim. Yeksi sețța waguren n congé akken ad ixdem tussna n uhesab acku iḥemmel-itt. Ɣer wagur n nunember 2025 yella yețxeddem akked Tao ɣef ufuṛum, yerna tiririt n Tao ɣef yiwen seg yimeslayen-is tuɣ d tawezlant: "Tura walaɣ amek i yeddu wawal-ik. Igerrez!"

<SamePage />

Axeddam n usenfaɛ n imsaɣen d bu Lmidalya n Fields, ɣef yiwen ugur, ɣef yiwen usebter.

<PullQuote>

Afares ur ibeddel ara amsekyad. Yeǧǧa ugar n yimdanen ad ilin d imsekyaden.

</PullQuote>

<Chapter n="5" title="Ayen ur t-ixeddem ara" />

Ur ak-znuzuɣ ara tiqsiḍin n tefsut, ihi atan udem-nniḍen.

Ur ak-d-yețțak ara lḏaq. Ur ak-d-yețțak ara abrid. Ur ak-d-yeqqar ara anwa ugur i yesṭaɛen aseggas n tudert-ik. Sizzin-it ɣer walu, ad d-yefk aṭas n walu, s zzerb aṭas. Asseɣzef-ik ur yelhi ara ugar-ik s timmad-ik.

Yerna aggad ɣef ixeddimen mačci d ademmen. Wali imḍanen-nni s uqerru-nniḍen. Ma yella 146 n yimdanen zemren ad sseddun takebbanit n $400 million, ihi aṭas n yimdanen i ara yețwaxeṭṭaren ur țwaxeṭṭaren ara. Tazmert-agi d tidet deg sin yiberdan. Aserwet n wayen-nniḍen d nettat i k-yesruḥuyen amennuɣ.

Maca ẓer d acu i yeṭṭfen s cceṭṭ aggad-agi. Yeẓra AI am umnaɣ, axeddim wis sin yebedd yid-k, yenaɣa fell-ak ɣef ukersi-inek. D ayen ur yeḍri ara i yemdanen-nni yezrin. Ula d yiwen deg-sen ur t-tbeddal amudam. Yal yiwen deg-sen yuɣal ugar n yiwen wemdan.

Anelmad n tazwara yuɣal d agraw n unadi. Ameskar yuɣal d takebbanit. Axeddim n usenfaɛ n imsaɣen yuɣal d amsekyad.

<Chapter n="6" title="Tilas ur telli ara d ttalent" />

Atan wayen i ɣileɣ i nettɣawal fell-as si tazwara.

Nɣil tilas n umdan d ttalent. Tuget n tikkal d ifassen. D swayeɛ. D umḍan n tarrayin i tezmer tudert n yiwen ad tesselmed. D umḍan n yimdanen i tezmreḍ ad xellṣeḍ neɣ ad tqenɛeḍ.

Tilas-nni tekka-d kan ɣer sdat, i yal win yebɣan ad yekkes afares-agi ger ifassen-is.

<Ceiling />

Ihi asteqsi ilaqen mačci d acu ara d-yekkes AI ɣur-k.

D acu ara tebnuḍ lemmer tesɛiḍ tarbaɛt, acku tesɛiḍ yiwet tura.