# Izikhawulo Zokusebenzisa Imali ye-AWS Zingasusa Iphrojekthi Yakho

Published: 2026-10-04

Imikhawulo emisha ye-AWS yokusebenzisa imali yenza ukuthi izinsiza zime lapho kufinyelelwa umkhawulo bese ziqala zigcine idatha yakho. Umhlahlandlela wayo uthi idatha yephrojekthi isuswa unomphela ngemuva kwezinsuku ezingu-90 imisiwe ngaphandle kwesenzo. Siveza ukwethulwa okuncane, izindleko ezisele ze-Google, imodeli ye-Kolibri yase-Germany kanye nemithetho yokufaka isandla ye-COSMIC. Isinqumo: NEEDS REVIEW.

Canonical: https://thedailydiff.dev/zu/video/2026-10-04-aws-budget-pause/

## Lokho okuhlanganiswa yile vidiyo

- Yini engavikela umkhawulo wokusebenzisa imali efwini?
- I-AWS ikumisa kanjani ukusetshenziswa kwemali yephrojekthi?
- Obani abathola imikhawulo emisha ye-AWS yokusebenzisa imali?
- I-Google ikhawulela ini, futhi yini eqhubeka nokukhokhisa?
- Imincane kangakanani imodeli entsha evulekile yase-Germany?

## Izahluko

- 0:00 Yini engavikela umkhawulo wokusebenzisa imali efwini?
- 0:41 I-AWS ikumisa kanjani ukusetshenziswa kwemali yephrojekthi?
- 1:10 Obani abathola imikhawulo emisha ye-AWS yokusebenzisa imali?
- 2:15 I-Google ikhawulela ini, futhi yini eqhubeka nokukhokhisa?
- 2:57 Imincane kangakanani imodeli entsha evulekile yase-Germany?
- 3:47 Yini ngempela i-COSMIC engayenqabi ezicelweni zokudonsa?
- 4:30 Ukuphumula kuba nini ukulahleka kwedatha okungunaphakade?
- 4:55 Siyini isinqumo sami ngezilawuli ezintsha zokusebenzisa imali?

## Umbhalo obhaliwe ohunyushwe

Kuhunyushwe kusuka ekulandiseni kokuqala kwesiNgisi. Umsindo namazwibela atholakalayo alawulwa yi-YouTube.

### Yini engavikela umkhawulo wokusebenzisa imali efwini?

0:00 Umkhawulo wokusebenzisa imali usho ukuthi iphrojekthi yakho eseceleni iphephile. Umkhawulo omusha we-AWS ungayimisa, futhi ukuyishiya imisiwe ekugcineni kungasusa idatha. Kule vidiyo, yini emisa imali? Yini inkinga? Obani abathola le mikhawulo? Kunokubala phansi kumibhalo ye-AWS. Sizoyilandela yonke indlela kuze kufike inkinobho yokususa. KuyiSonto, ngomhla wesine kuMfumfu, futhi lokhu yi-The Daily Diff.

0:20 NgoMgqibelo, uSimon Willison ucele imikhawulo yokusebenzisa imali ezenzakalelayo njengoba ama-agent enza ukusebenzisa isofthiwe kube lula. I-Germany ikhiphe i-Kolibri, kanti abanikazi be-Cosmic badweba umugqa eduze kwe-AI imihlomulo. Impikiswano kaWillison ijwayelekile ngendlela ebuhlungu. I-imeyili yesixwayiso ifika phakathi kwamabili, insizakalo iyaqhubeka nokusebenzisa imali, futhi uvuka njengomxhasi ongenazwi wokuphindaphinda kwakho okungenamkhawulo. I-AWS yethule imikhawulo yokusebenzisa imali yephrojekthi kokuhlangenwe nakho kwayo okulula kwabakhi

### I-AWS ikumisa kanjani ukusetshenziswa kwemali yephrojekthi?

0:44 ngoSepthemba. Lapho ukusetshenziswa kufinyelela umkhawulo, i-AWS imisa iphrojekthi bese imisa izinsiza zayo. Idatha yakho igcinwa ekuqaleni. Lokho kuwushintsho lwangempela kunkontileka womkhiqizo. Ikhasimende lingagunyaza ifu ukuthi liphazamise isivivinyo. Isixwayiso sokusebenzisa imali sishiya isinqumo kunoma ubani ofunda ibhokisi lakhe lokungenayo. I-agent yokubhala ikhodi ingahlinzeka izinsiza ngenkathi wenza isidlo sakusihlwa. Ibili lemalini elomnikazi we-akhawunti, osuke waba bobabili umnyango wobunjiniyela nomnyango wezezimali.

1:09 Ukwethulwa kukhawulelwe, futhi udinga uhlelo olukhokhelwayo ukuze usethe umkhawulo.

### Obani abathola imikhawulo emisha ye-AWS yokusebenzisa imali?

1:13 Lokhu kungokuhlangenwe nakho kwephrojekthi entsha. Hlola ukutholakala ngaphambi kokucabanga ukuthi i-akhawunti yakho ekhona inezilawuli ezifanayo. Umkhawulo usebenza ezindlekweni ngaphambi kwentela futhi awubandakanyi izikweletu. Okuncane ngamadola angamashumi amabili noma isilinganiso sokusebenzisa imali se-AWS esinciphile, noma yikuphi okuphezulu. Izinsiza esezisebenza zingawenyusa lowo mkhawulo. Lokho kubalulekile esikhungweni esinganakwa esigcwele imishini ebizayo. Ungase kudingeke ukuthi uzimise ngaphambi kokusetha umkhawulo omncane.

1:36 Iseluleko sezezimali sefu siqala ngokucisha ikhompyutha. I-AWS iphinde inikeze izilawuli zangaphambi kwesikhathi ozikhethela. Cishe ngesonto ngaphambi komkhawulo obikezelwe, ingavimba izinsiza ezintsha. Izimo zakho ezikhona ziyaqhubeka nokusebenza, ngenkathi iqembu le-autoscaling lingalahlekelwa imvume yokunweba. Ezinye izinketho zimisa izinsiza ezingenzi lutho, bese zikhuphula izindleko ezinkulu njengoba isibikezelo siba sisondele. Iphuzu lokugcina le-SageMaker elingenazo izingcingo amasonto amabili lifaneleka njengelingenzi lutho. Idemo yakho ekhohlakele ekugcineni ithola inhlolokhono yokuphuma.

2:03 UWillison ufuna izikhawulo ezinzima zivulwe ngokuzenzakalelayo, nokusebenzisa imali okungenamkhawulo njengoba ukukhetha okucacile. Leso isiphakamiso sakhe. Imibhalo ye-AWS ichaza izilawuli ozilungiselela, ngokufinyelela okukhawulelwe ngesikhathi salokhu kukhishwa. I-Google yamemezela izikhawulo zayo zokusebenzisa imali ngoJulayi.

### I-Google ikhawulela ini, futhi yini eqhubeka nokukhokhisa?

2:17 Ekubukweni komphakathi, ziqondise insizakalo eyodwa ngaphakathi kwephrojekthi eyodwa, futhi i-Google ithi izikhawulo ze-AI zisebenza ngemizuzu nje yokufinyelela umkhawulo. Izinsizakalo ezibalwe zihlanganisa i-Gemini ne-Cloud Run. Ezinye izinsizakalo azithinteki. Izibopho zenkontileka ezihleliwe ziyaqhubeka nokukhokhisa, ngakho ukumisa ukusetshenziswa okusha kusashiya noma yiziphi izibopho osuke wazisayina zihlezi ku-invoice. Ebhizinisini, ukuvaleka okungalindelekile kungabiza kakhulu. I-AWS ihlela ngokucacile le mikhawulo ezungeze izivivinyo nama-sandbox,

2:43 ngokusetshenziswa kokukhiqiza kuxhomeke ekutheni ukumiswa kwensiza kwamukelekile yini. Isiphetho sami sonjiniyela silula. Faka ama-agent okuhlola kuphrojekthi ehlukile, hlola ukuthi yiziphi izindleko umkhawulo uzihlanganisa, bese uhlola inqubo yakho yokubuyisela. I-guardrail idinga umnikazi oqaphela lapho iqala.

### Imincane kangakanani imodeli entsha evulekile yase-Germany?

2:57 Phakathi naleso sikhathi, i-Aleph Alpha ikhiphe i-Kolibri, imodeli yesisindo esivulekile ye-German kanye IsiNgisi. I-animation yayo yokuqalisa ithi inyoni encane, amaphiko asheshayo. Izisindo zitholakala ngaphansi kwe-Apache 2.0. U-Chubby ukubize ngokuthi ukukhishwa okuqinile okumangazayo okuvela e-Germany. Ingxenye ewusizo yilawulo lokusabalalisa. Inkampani ingabamba izisindo bese isebenzisa amadokhumenti ayo ngenxa yengqalasizinda eyiwo ingumnikazi. Cishe amabhiliyoni amathathu nengxenye amapharamitha asebenza kuthokheni ngayinye, kodwa imodeli ephelele inamabhiliyoni angamashumi ayisikhombisa nesishiyagalombili.

3:22 Izisindo zayo ezishicilelwe zihlala cishe kuma-gigabytes angamashumi ayisikhombisa nesishiyagalombili, ngakho inyoni encane isadinga ikheji elikhulu. U-Tejas Kumar uhlole ngokuzimela i-tokenizer yayo kumthethosisekelo wase-Germany. Isebenzise cishe amaphesenti angu-15 ambalwa amathokheni kune-tokenizer ye-OpenAI ngesiJalimane. Ekuhumusheni kwesiNgisi, babeboshwe ngempumelelo. Lokho kungukulinganisa okuncane, okuwusizo kokusebenza kahle kombhalo wesiJalimane. Uthi akakayisebenzisi imodeli ngokwayo. Gcina lokho kwehlukanisa lapho ishadi lokwethulwa elinobungane lizama ukuba ngelakho

3:46 umnyango wokuthengwa kwempahla. Futhi i-Cosmic compositor ka-System76 manje icela

### Yini ngempela i-COSMIC engayenqabi ezicelweni zokudonsa?

3:50 abafaka isandla ukuthi baqinisekise ukuthi isicelo sabo sokudonsa asinawo amamodeli olimi okuqukethwe okukhiqizwe. Ithempulethi ifaka ngokucacile ikhodi, amazwana nezincazelo. Abafaka isandla baphinde bathembise ukuthi bayaliqonda futhi balihlole ushintsho. Indawo yokugcina ye-Flatpak inokukhishwa komthombo wohlelo lwabo lokusebenza kanye nesimemezelo. Funda ithempulethi langempela ngaphambi kokubheka yonke iphrojekthi njengomthetho owodwa. Umshini ungakhiqiza enye i-patch ngemizuzwana. Udokotela usazodinga ukuyifunda.

4:14 Namuhla ifu libeka imikhawulo ku- isivivinyo, futhi abanikazi babeka imikhawulo ku- ukulindela ukubuyekezwa. Buyela kuleyo phrojekthi ye-AWS emisiwe. Ukwandisa umkhawulo wokusebenzisa imali kungayivuselela, futhi ezinye izinsiza zingadinga ukuqala kabusha ngesandla. Ukubuyisela kuyinqubo okufanele uyizwe ngaphambi kokuba i-agent isebenzise imali. Ukubala phansi kuyizinsuku ezingamashumi ayisishiyagalolunye.

### Ukuphumula kuba nini ukulahleka kwedatha okungunaphakade?

4:31 I-AWS ithi uma ungenzi lutho ngaphakathi kwaleso sikhathi ngemuva kokumiswa kwephrojekthi, isusa unomphela idatha yephrojekthi. Faka isipele ngaphandle kwe-radius yokuqhuma yephrojekthi. Ibili elimisiwe nesipele esigciniwe yimisebenzi emibili ehlukene. Ngifuna umkhawulo, futhi ngifuna uhlelo lokubuyisela. I-prototype yami yempelasonto eshiyiwe kufanele ihambe ngesizotha. Uma ungathanda ukufunda lokhu kunokuzwa ngikushoyo, i-diff ifika ebhokisini lakho lokungenayo njalo ekuseni, mahhala ku-the daily diff dot dev, isixhumanisi esingezansi.

### Siyini isinqumo sami ngezilawuli ezintsha zokusebenzisa imali?

4:55 Ngakho isinqumo sanamuhla, NEEDS REVIEW. Ngiyawamukela imikhawulo yokusebenzisa imali ephikisiwe. Ngingaqinisekisa ukutholakala, izindleko ezihlangene nokubuyisela ngaphambi kokunikeza i-agent i-akhawunti. Iwashi lokususa lezinsuku ezingamashumi ayisishiyagalolunye lifanele isixwayiso esibonakala kakhulu. Futhi lokho yi-diff yanamuhla. NginguNiko ovela ku-Axrisi. Hlanganisa ngokuzibopha.

## Imithombo

- [Willison](https://simonwillison.net/2026/Oct/3/default-hard-budget-caps/) — simonwillison.net
- [AWS launch](https://aws.amazon.com/about-aws/whats-new/2026/09/New-AWS-Builder-Experience/) — aws.amazon.com
- [AWS exact rules](https://docs.aws.amazon.com/accounts/latest/reference/create-spend-limit.html) — docs.aws.amazon.com
- [Google](https://cloud.google.com/blog/topics/cost-management/new-early-anomalies-and-spend-caps-on-google-cloud-budgets) — cloud.google.com
- [Kolibri](https://huggingface.co/Aleph-Alpha/Kolibri-1) — huggingface.co
- [Tokenizer test](https://tej.as/blog/aleph-alpha-kolibri) — tej.as
- [COSMIC](https://github.com/pop-os/cosmic-comp/blob/master/.github/PULL_REQUEST_TEMPLATE.md) — github.com
- [Flatpak exception](https://github.com/pop-os/cosmic-flatpak/blob/master/.github/PULL_REQUEST_TEMPLATE.md) — github.com
- [HN](https://news.ycombinator.com/item?id=49949235) — news.ycombinator.com