Mba zemburuka kutja mba raerwa ehungi ohunga nondjirise tjiva ndja yorokere ozombapira zovirongo zovandu avehe mbu va munene.

Ekuma romahitiro ra honaparere i omuvanḓa omunene wozombapira zovirongo nombanda ondorozu. Omuvanḓa mbu mau kuruka woungoze omiserandu nozombapira zomavara. Otjiungura tjawo atjihe, tji munika kotjira na ku ngamwa auhe ngwa erere okuvarura.

Oye ombango ndja kakatera ku ami. Otjiuru tjandje otjotumbo otukoto twomarakaneneno omakuturire noviṋa mbi mba resa nomu mbi rihongere, nungwari indji owo ongano oyarwe tjinene.

Indji ongano oyokumunika kouinjiri, nu ovuṋa hi ku vi kutasana ku vimwe na vikwao.

Tji mba uta otjiungura hi, ye munika kutja auhe wa twa pamwe AI kondunge ye, kondjira ye yokuungurisa otjiungura, kotjiwana tje, na keperehi re LinkedIn. Ami wina mba tjita opuhe.

Oviṋa ovitenga oviṋa ovitenga. Oviungurise mbi ovipe ovinanḓengu. Vi nomaraere. Vi nozongorondu. Kavi tji mai yarukire mokakohu.

Mba resa eperehi ra Nic Hodges moruveze indo. Ngunda ovengi tji va hungira na LLMs, eye wa hungira aruhe kutja matu sokutunga oviungurise. Oviungurise rukuru avi handjaura ovingi. Vi ningi otjivike notjuninikiro. Vi ngahukire vihi ngamwa atjihe ho vanga.

Ouyaruka wandje womuhuka wa raisa omautiro wovikemba vyovandu. Mba zemburuka okupewa imwe yozonyaerondi ozotenga za Facebook indu tji va sekuna okupatuka okurira otjirimwe pe na Ivy League. Mba zemburuka onyaerondi ya ASmallWorld ndja kongorera kombanda. Imbi mbi me zemburuka tjinene, nungwari, otjokutja okutunga kotjikuvero tjomundu warwe okuyaruka okuvanga ovingi ozombura azehe. Tara ozombongarero zomarandero wa Meta. Cluetrain Manifesto, oyo kayo arire.

Mba haama pehi okutunga otjiungurise tji matji nguno vatera ami notjiungura tji me tunga. Otji tu kuturwa kovingunḓe ovinanḓengu, nungwari otji tu tungwa kehi yandje, kahi ya wo.

Oviungura vi tungwa kondunge yomavarurwa. Tjiva ya tewa omawa, otja imbiyo mbi za ku Otjihona. Tjingi ya kuturwa kehi koshare drive, ya rambisiwa kovirimanati eyovi ngunda amai rire Business_Pipeline_040325_Pete's Copy (v2) edited FINAL FINAL.xls.

Ondunge yomavarurwa ohimba tjinene tji wa uta otjiungura otjipe oyo indji ndji vatera otjiungura otjipe.

Yeura omaraere omakuru. Omarondoroko omawa. Omavarurwa woundjiroyana. Ovizeze ovinene.

Otjiwaṋa otjisemba okutunga otjihauto, tjiri.

Otja punga ami me zuu, omaungurisiro omengi womavarurwa ngu ya tungirwe mouye yari omavarurwa wokongotwe yowarwe. Ovaungure, nungwari pomuhungi tjingewo wokukambura otjitaverero notjikambe tjozombapira mu omu, otjokutjisekemena, okutjisekemena pokati ka 85 na 90 omazikiro, nokutji isana otjikambe.

Tjinga avihe mbi pe na vyo mouye ovi omavarurwa wokongotwe yowarwe, LLM ngamwa aihe mai ku raisa okuyenda kehi rovarurwa we SQL. Oviungurise vyozonḓonga ozo mbi hungira. Tji mba uta okutunga, opa tjiti opuna ami. Tji u hi nomaipuriro, matji tjitwa puna ove wina.

Oyo ombongarero yoviungura ndji handjaura ondjirise. Ovandu novirongo mu u tunga oupanga nomakurupiro wovinanḓengu. Ovinokuhinatera mokati kavyo, ondjira mu vi kohororasana, ombanda ondorozu yokutja ovya za pi.

Omazemburukiro wandje omatenga oyo kutja ngamwa tji wa tjiwa nawa okuhanḓjaura ozonḓorera nḓe kutasana ouinjiri woye, ozonḓorera nḓo otjikahi mai rire ouwa wokuungurisa moruveze orupe rwondjivisiro yotjikambe tjokomputa. Ombanda hena kai ku okuyama ouinjiri, nungwari, hena oi kambura otjikoraisiro tjekutasaneno.

Otji me tunga okuza kovinanḓengu na komakambi mu mbi vanga okuungura.

Omautwakirwa ngu wa toora, poo, tji u ri omupe kovibaroka, omautwakirwa ngu u yakura, ye nomarondoroko otjiri ku mawe pwiwa nawa ouinjiri woye na imba ovi kahuriparise ovipe ovi mai kondjasana na yo.

Mba isa po omavarurwa eye omautwakirwa.

Operator

Plan B i tjita ouhonye mosystem ndja isana Operator. Nyamo The Matrix.

Otjo CRM yotjihauto otjivariwa. Ovinanḓengu nomakambi oviṋa. Ombanda pokati kavyo yari otjivariwa noyondjira. Kasekunenwa i katjo ka hira na... katjo ka ungura omazikamiseno na.... Otjihauto otjikondjwa ku, kakatjio katanaurwa. Epuriro karu rire raisira ovinanḓengu vyandje. Epuriro oraisira ondjira ondjipi ndji nondjivisiro nḓa ku ekambi ndi, na koruveze rwauṋe. Ngamwa atjihe tji tji nondjivisiro tji undjira mongono yomaundjiro. Tji ndji tara nga indu tji mba itavera kutja mba ri me hee. Inḓo karu rire otjikuturwa tjotjihauto. Otjo otjikuvero tjokutomena.

Ondjira Yokuripura

Otjihauto kaihi ovinanḓengu novirongo erike. Ondjivisiro wina yari otjiwa otjiyenenenisiwa. Pomarwiriro woviungura na Operator, ondjira yondjivisiro yozonganda ne ya yenene okuhotonwa. Imwe yozonḓorera, ozondjivisiro ndo zi ungura okuyakura node_added mu i kutasana koruveze omu mba ri tji mba ri nondunge ndji.

Onganda yondjivisiro yokehi tjinene oyo Scratch. Scratch matji rire otjiṋa tji mba muna. Otjihungo tji tja zuu otjiri. Otjirikoraisiro otjikuvero tjondunge. Otjisekameno tjondunge tjokumuna otjiwiti tji tji kapita. Scratch mai sokuhinda eraka, otjipoyokoramiti, poo, URL. Mo yenene okukurura okukutasana komakambi marwe na okutwarako ozombapira zokutoorora oviṋa atjihe nawa. Ozoscratch ozengi zi koka pwi za wa. Indji oyo otjiungura.

Okuyenda kombanda okuza ku Scratch, eyari Basis. Basis ondunge ndji mai ungurisiwa kotjipo. I ningira ondjirise nondjeverero. Ozondjivisiro azehe pombanda ya Scratch ze yakura otjikamburire tjokuitavera tji mba toorora, notjirumbo tjozonḓorera otjikambe tji mai twa pamwe potjikando otjikando. Imbi vyo vatera okuhongorera oviṋa atjihe nawa.

Otjikuturwa otjikwao tjondunge oyo Hypothesis. Otjirikoraisiro, otja indu Buddy the T.Rex ngwa suvera okuhungira, ondunge ndji u yenene okuhakaena. Hypothesis i ningira otjirikoraisiro tjotji-tji-okutjita, okuhandjaura imbi mavi tjitwa indu i ri ouatjiri, nu mai pe ondjira yokuyaruka ku Basis.

Korusenina, indu ondunge ndji hakaenenwa kutja oyouatjiri, pena Solve. Solve i pe omiano omikuru ovikuruvi okuhandjaura okuitavera mondunge, omaipuririro wamo, nondjira mai sekamene okurira. Indji oyo Basis yatji mai yandjwa kotjira. Tjingi a uri nozombapira zovikambembe vyozombuze. Pena ozoScratch nḓa zengi tjinene pu ozoSolve, nu otjiri ondunge ozengi zi yenene ouriri mbwa.

Nga ndja, indji yari ondjira ihivahive yokutoorora ozondjivisiro mondjira ndji i tjitwa neraka i omundu ngu hungira nyamo na okumana otupako ku ombanda ondorozu nḓa peta.

Nungwari nai, omeraka mu otjiuru tjandje ouatjiri. Poo, ye yenene okuhandjaurwa okuhungirwa nokukura otjiungura tji me tjiti. Me hungira ohunga novanguri.

MCP otjipanḓe tjoviungurise. Otjo ondjira indji yokutja oviungurise vi tjite imbi mbi wa tunga, nu, ovinene tjinene, oyo poṋa pu o pinḓa imbi mavi tjivihiwa okuhanya. Omayenenenisiro omanene wokuresa. Ozondjira ozengundu nḓa hingwa ozongahukire wokutjanga. Otjikambe otjingewo otja inga ozongono zomaundjiro, ondjuwo imwe pombanda.

MCP arire indji UI. Ovikuturwa vyozombapira nozomaire ozombuṱire vi paha ondjira komapuriro womeraka oyo Claude. Hi tjikuhura okakambapira komuṋa. Me pura. Ndji raisira ondjira ndji nondjivisiro ku "Sue's portfolio". Twa ko indji Scratch i rire Basis. Otjihauto ma tji ziri tjinga oviungurise avya tungirwe okupinḓa otjo. Hi koto okukuhura mosystem yandje omuini otja kotjira.

Scout mungure wozotjivisiro nomurwasere wenungunisiro. Eye u paha omazasaneno wovingunḓe vyondjivisiro, oviuru vyokuvenga aha vandu, nozonḓepa zovinyu mbu vi yama ovinanḓengu mokuripura. Oviungurise vye, omapaharero omaungurisiwa moviuru avihe mu otjivisiro otjiri tji tji tura. Eperehi rovingunḓe vyondjirise, okuhungira wovandu mokuvenga, mazi yokukongoreka, omavera nge ha sekamene okuhakaena nawa motjirongo otjinene. Eye wa twa eho rondunge ku NBD yandje na koviuhungiro vyandje mokuyenda kuna inḓa, otja omuvatere omuwa ngwa yarukira ena ndi wa zembi okutjanga. Otjiungura tje tji twirisiwa otja Scratch nu mu yenene okuyendisiwa ku Basis i omundu. Eye u rihonga imbi mbi yendisiwa potjikando otjikando, nu eye u na omaijuviro ohunga na imbi.

Librarian otjikune. Terry Pratchett u tjiwa omayuva. Eye u tara kongotwe pu okutara komurungu. Eye u yenda kehi tjinene mu imbi vyari pamwe. Otjiungura tjozoyunivasete, ozomakambamene, ovikoro vyondjirise yari pamwe, oviṋa mbi mavi ningi ovike kovyo ouriri kuami okupaha. Eye u toora oruveze rwe. Eye u kotoka kuna omavarurwa wokuza pi nondunge ngwii kutja u sokutjiwa imbi rukuru. Scout u muna imbi mavi sekamenuka. Librarian u muna imbi vyari pamwe. Ook.

Tester u haviza ouatjiri okuyama Hypothesis ohunga. Pe Librarian u eta imbi mbi tjiukwa, Tester u toorora kutja ovyo otjiri vi sekamena indji ondjirise yari potajiro. Eye ka itavere okuyenda komurungu. Eye u tjanga otja Basis indu ouatjiri tji u kakatera, nu u korere Hypothesis otja inga ouhakaere indu kau kakatere, nu otji tji tjitwa potjingi pu ami me sekamena.

Assassin u sekamena oviṋa mongoze ngamwa. Eye u kapaha Solves, Hypotheses, na Bases. Omundu wokuripura ohunga nondunge yokukoroka. Otjihoze okurongasana na ye nu otjizeu okumukotokerwa. Eye ka kondjasana noviungura mbi ma puna kutja vi nawa, otjikahihende okuhambukasana naye potjira tji ma sekamene ku ove, eye u hee otjingewo. Eye u tjanga otja Scratch ndja koretwa otja-ovipinḓuke ku ngamwa otjiungura otjikwao tjondjivisiro.

Ami me hingi inḓa azehe otja routine mu Claude Code okuyepa ondjozikiro yongunḓe wa API.

Inḓa azehe ze ya tjituwa kovirumbo viṱiṱi ovinanḓengu pombanda yovirumbo ovinene vyongunḓe. Ondjivisiro aihe yokukomburiti i hinda otjikamburiro tjokuitavera tji tji tji isa po pondjivisiro yomundu. Ozonganda zi vondurupere mokutara komapinḓuko wandje pe okukuhura, ondjira eta indji ndja muna okuyandera otjisystem otja indji mokuyaruka okurira otjihauto tjowarwe auhe.

Otjirumati Tjingewo

Indji kayo otjiri ongano yoSoftware. Oyo ongano tjingeyo ndja tjitisiwe i Plan B rukuru, ndja toorero kondjira ondje.

Brand Sentinel wari ohunga nokuhakana ondjira yotjikuvero tjotjibarere mu osystem ze AI, kokutja omatoororwa omawa ye yende puna oviungurise mokukambura, nu kokutja ave ha kongorere ku PDF kape na ngu ma patura. Operator i tjita otjingewo, ondjuwo imwe pehi. Eye u kambura kutja otjipuka otjira otjiri tji ku tji tjiwa imbi mbi tji tjiwa. Oupanga, omaipuririro, omavarurwa, omaraere, otjikune motjikambe tjokombanda. Kokutja ngamwa kavi yandere otji me piti mondjuwo.

Plan B u tunga omatoororwa mosystem. Eye ka i isa potjiuru tjovandu nokuundjira.

Indji Ondjuwo

Tji u nyanga otjira tjokuhongera poo u huma otjikambe, ko nepu ko nepu nuje kotjivenga kutja omuripuriro u tjanga oviungurise wokuviya. Otjiri tjiri.

Imbi mbi ri mondjuwo. Ekuma kari ekuma ngandi, otjiuru, nungwari ondunge i kakatera. Omakambi ye ri ku ya. Ovandu mba huma. Otjipinḓuko tjotjikambe tji tja huritisiwa kombuze yokongotwe, nondjira okupita, neraka kutja ondjira ndji mei tura. Scout u ri motjikoro. Librarian u ri ku ozombuze, kuṋe. Assassin u nondjenda ohunga na motji. Ombanda ya korerwa nḓa, nu omakorerwa ye hee otjiṋa. Kape na ngu nondjivisiro ngu ngu mu twa potupa nge hi nokuitavera kutja u sokurira otjingewo.

Ami, ondjuwo yongaango, na ozomaire 85 zombanda ondorozu.