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Ubufasha bwite bwa AI. Uvugana na bwo nk'uko wavugana n'umuntu uwo ari we wese muri messenger, kandi bukagusubiza ukoresheje imiterere ya model yose ihuye n'ikibazo wajije.

Icyatandukanye ni ibyo biri munsi: nta konti ugomba gukora, ubutumwa buri mu buryo bwo guhunga buhitanwa n'uburyo bwa end-to-end encrypted, kandi ibisubizo bishyurwa muri Bitcoin rimwe ku rindi aho kwishyura ibikoresho byose buri kwezi. Bishobora kandi kubwira guhagarika kumenya uwo uri we.

Kuba ukuri kuri ibi bifite agaciro kenshi kuruta kuba uha abantu ikizere kuri ibi. Ubutumwa bwawe buri mu bwigenewe bwiziguye (end-to-end encrypted), ibi bivuze ko nta wendi ugiye hagati — nko mu nkingi z'itumanaho, mu mbuga za interineti, cyangwa umuntu wese uba afite uwo muntu ubuze — ushobora kubusoma. Serivisi ya Nymbot irabifungura, kuko igomba kubikora kugira ngo ishobore gusubiza.

Nuko ikirahuri nyacyo ni iki: nta wundi muntu ushobora gusoma ibiganiro byanyu, kandi hamwe na Uburyo budamenyekana rero, serivisi isubiza ntabwo ishobora kumenya uwo ikiganiro kiyigize. Imitwe y'ibiganiro byanyu yanditswe kuri deyise yanyu, ntabwo yanditswe na model, kandi isohoka kuri yo ihinduye mu buryo bw'ibanga (encrypted) ikoresheje funguzo yanyu bwite gusa. Imbonerahamwe yuzuye y'ibyo seriveru ibona buri mu mabase y'ubumenyi.

Ibiganiro birimo ibanga, ariko mu buryo busanzwe serivisi ikiba izi umusemburo w’umutunganyamari n’imigani ikorerwamo bishingiye ku kintu cyitwa public key iganira nayo — uwo musemburo ni wo nkingi y’ibyo bikorwa. Ibinyuranyo by’ibanga si byo byari ikibazo. Kwerekana uwo muntu ni cyo cyari ikibazo.

Uburyo bwa Anonymous buhangaza amashanyarazi (keypair) akoreshwa rimwe gusa kuri deyisikobayo yawe kandi bukajyana ikiganiro cyose kuri yo. Amakuru yawe (credits) ajyana hamwe na yo nka amashimbura atagaragara: porogaramu yawe ihisha ibanga ryo gufata ibanga, serivisi ikagura umubare w'amafaranga yawe ikandika ibintu bitashobora gusoma, hanyuma urufunguzo rwisumbuye rukurikiriza rugaragaza ikimenyetso kitashize ibanga kitagira icyo kirekurana na cyo. Amashanyarazi yandika ko hashyizwe hasi i-voucher kandi ko imwe yakoreshejwe, ariko nta kintu kiba kigize isano hagati yabyo zombi.

Ntabwo ibihisha byose, kandi tuvuga neza ibyo tutahisha.

Credits, zagurishijwe binyuze muri Lightning Network. Credits zisanzwe ni 10 sats kuri imwe kandi zigura igisubizo cyihutirwa; Pro credits ni 100 sats kuri imwe kandi zigura igisubizo ukomoka ku miterere y'ubuhanga (frontier model) wihariye wamaze kwemeza.

Igisubizo cyose gipimwa hashingiwe ku mibare y'amagambo (tokens) akoreshejwe mu gusoma no kwandika, hakurikijwe ibiciro by'iyo model, kandi bigashyurwa mu gice gato cy'ikredit — bityo igisubizo gito kiba kigura igice gito cy'ikredit imwe. Igiciro kinini cyashobora kwishyurwa kigumye giteguranywe igihe utumiye, ariko igiciro nyacyo gusa cyonyine cyishyurwa. Nta kintu kiryozwa iyo imvugo itashobereye kwirundwa, kandi kohoza ubutumwa bwawe bituma ubona igisubizo wari wari waguze aho kugura ikindi. Ibiciro mu buryo burambuye.

Oya. Yifungure, maze uburyo bw'urugero bwa "keypair" bukagahimbwa kuri nimero yawe. Uwo mfunguzo ni yo konti: ihagararira ubutumwa bwawe, umubare w'amafaranga yawe ubinjijwe muri igice cyawo cy'ihamya (public half), kandi amateka yawe ahindurwa mu rurimi rwa muntu (encrypted) ukoresheje iyo mfunguzo.

Ni yo mpamvu ikintu kimwe cy'ingenzi gukora ku munsi wa mbere ari ukububika — bika... nsec, cyangwa ukazabika kopi ifunze ukoresheje passkey, Google Drive cyangwa iCloud Keychain. Nta wese ushobora kuyigize mushya — ndetse na twe ntabwo dushobora. Ushobora kandi kuzana urufunguzo ruriho ukoresha muri porogaramu ya Nostr yindi yose.

Yego, kandi ni konti imwe. Nymchat ni ubutumwa bwuzuye bufitanye Nymbot imbere; iyi ni Nymbot yonyine. Ingira muri yombi ukoresheje urufunguzo rumwe ukabona amayira (credits) amwe n'ikiganiro cya Nymbot kimwe.

Gura amayira mu rindi, uyikoreshe mu rindi. Nta kintu gikeneye kwimukira, kuko nta kintu cyihariye kuri serivisi kikeneye kwimukira. Uko ibyo bibiri bihura.

Claude Fable 5, Claude Opus 5, Claude Sonnet 5, Claude Haiku 4.5, GPT-5.6 Sol, GPT-5.4 mini, Gemini 3.1 Pro, Gemini 3.6 Flash, Grok 4.6, Kimi K3, Qwen 3.5, MiniMax M3, DeepSeek V4 n'izindi bintu biri mu katalo rya kuri — bagezekanywe kuri buri kiganiro hamwe na ?model.

Cyangwa ntubinde ibintu: ku rwego rwa standard, ubutumwa buri wese bwungurwa kandi bukahabwa imashini igenewe, bityo igisubizo cyihuse cy'ukuri nticyakeneye imashini yitekereza cyane. Icyerekanzo (picker) gikozwe mu nkuru ikora, bityo ibyo wabonye ni byo rwose serivisi izabara. Imimodeli n'inzira z'itumanaho.

Yego. ?git ihuza GitHub, GitLab cyangwa Gitea/Forgejo ukoresheje access token ifite uburenganzira bwihariye, aho kwegura (repository) n'uruziga (branch). Nyuma y'ibyo, Pro replies zikora nk'umukozi muto (agent): zigaragaza amashami y'imikorere, zisoma amafayili kandi zshakisha mu nkingi z'imikorere, hanyuma zishaka ibisubizo bishingiye ku byariho rwose.

Na ?git writes on bishobora kandi gukora commit, kurema amashami (branches) no gufungura ubusabe bwo guhindura cyangwa kwakira ibintu (pull or merge requests). Token ishyira ibintu mu rwego rwinjiramo hagati ya ibikoresho byawe muri設定 zifashe mu buryo bwubakanye uburyo bwo kwirinda (end-to-end encrypted), iroherezwa kuri buri busabe, ntivugwa na rimwe mu buryo bugaragara kuri server, kandi irashimangurwa iyo wakoze isuku kuri icyo gikoresho. Uburyo bwo kubika amakuru.

Mu kintu cyihariye. Iyo igisubizo kirimo dosiye yose — urupapuro, inyandiko, cyangwa umushinga — rishyirwa iruhande ry'ibiganiro aho kugira ngo ruzenguruke imbere yabyo. HTML, SVG na Markdown biragaragara nk'uko ari, mu rwego ruziguye rutashobora kugera ku gisiga (app) kigize icyo kintu.

Artifacts zishobora guhindurwa, kandi buri save ibikwa nk'uruvange ushobora gusubiramo — iby'impyanzino 30 zya nyuma. Igisubizo gikurikiyeho kigandika bushyasha ya file imwe kigihindura aho kugira ngo kigusigire kopi ebyiri. Ibikoresho by'amateka.

Yego. Imvugurano (Compare) ituma ubutumwa bumwe bwizira amamoka abiri (models) icyarimwe, buri kimwe kiba mu gace kacyo k’ubucuruzi (thread), bityo nta kimwe kimenya igisubizo cy’ikindi. Hitamo icyo ukunda kurusha ikindi maze ikiganiro kigakomeza kivuye kuri cyo; ikindi kirangirwa kandi ntabwo igira uruhare mu bindi biganiro bikurikira.

Ibisubizo bibiri bivuze gusubiza kabiri, bityo bishyurwa kabiri — kandi inyandiko ishimangaza ivuga icyo biza kwishyurwa mbere y'uko imbmodeli imwe n'imwe ibazwa. Uko gushushanisha bikora.

Bot ni izina, amabwiriza agomba gukurikizwa, icyitegererezo n'amagambo yo gutangira. Shyira rimwe muri yo nk'urugero rwa link cyangwa QR code, cyangwa uyishyire hanze muri npub yawe nk'ibintu bishobora guhindurwa muri Nostr hanyuma usangize aho biba.

Icyo kigenda ni uko bot ibaza gusa. Ntibigera bibaho ibikorerwa muri repositories zawe, amashahuro yawe y'imbuga (access tokens), amadosiye yawe, cyangwa ikindi cose muri mwe mwaba mwavuganye — kandi akanya (link) kaba kashyizwe muri URL fragment, ikaba zo bwigira (browsers) zidahita zishyira kuri server. Gusangira bot.

Ihuriro ry'ibiganiro rishingiye ku nzirakarengane (ghost chat) ntirinyandikwa na rimwe. Ubutumwa bwaryo n'ibindi byose byavuye muri ryo bibikwa mu mutwe gusa kandi nta kindi aho biba, kandi nta kopi y'ibyo byanditswe isohorwa — bityo nta kintu cyashyirwa mu mashini yindi, kandi nta kintu gisigara iyo ufunze porogaramu.

Ubutumwa bwenyine bwagera kuri Nymbot, bwashyizwe muri code nk'uko biba bite; icyo ubuvugankundure (ghost chat) buhanze ni kopi ibaho kugira ngo ibiganiro bishobore gusubirwaho nyuma. Kwangiza ubutumwa (Auto-delete) birasiba ibiganiro bisanzwe kuri ibikoresho byanyu hashingiwe ku gihe cyateganyijwe. Ibiganiro bitagaragara n'ibiganwa byiyuzuzanya.

Inshingano yo muri repository ni uruziga — kureba urutonde, gusoma, gushakisha, kwandika — kandi urwo ruziga rufite urugero rugenewe, kuko umuko w'imashini utagira urugero ari urugero rw'amafaranga atagira urugero. Iyo inshingano ikoresheje urugero rwayo haracyari akazi kacyari gukorwa, Nymbot ahagarara, aguha ibyo amaze gukora, kandi akabibwira. Nta kindi kigurwa na rimwe.

Cyangwa shyiraho umubare w'amafaranga ashobora gukoreshwa (continuation budget), maze bikagura indi ruguzanyo ivuye mu mafaranga asigaye, bikakomeza aho byari byageze aho byahagaze aho gusubiramo gusoma umubare w'ibitabo. Bireba intambwe imwe mu gihe, buri ntambwe ivuga igiciro cyayo, bikahagarara igihe amafaranga yashize cyangwa igihe ukanda Stop. Bikora bite.

Yego. Munsi y'icyuma cyerekana ko kora, Nymbot ivuga icyo yohereje, icyo yashakaga, amadosiye ari gusoma muri repository ihuwe na yo, icyiciro cy'icyigirwamante (model call) iriho, n'imitekerereze y'icyo cyigirwamante igihe buri kimenyetso kinyura.

Iyo raporo igamije umutungo wari wasabwe n'iyo mudasobwa imwe gusa — mu buryo bw'ibanga ni umutungo utari w'umuntu, bityo kwereka bishobora kugaragaza ibintu bitari mu rwandiko rw'ubutumwa bwari buhari. Kureba igisubizo.

Niba utarabishyira mu bubiko, urayobora konti yawe. Amateka yawe yafunze ukoresheje uwo mfunganyiko kandi amafaranga yawe yanditse kuri wo, kandi nta mbaho zo kugufasha kongera kuyibona — imiterere imwe na yo ituma nta muntu ushobora guha ibiganiro byawe undi wese.

Bikore kuri uwo munsi wa mbere — yawe nsec, passkey, Google Drive cyangwa iCloud Keychain — kandi ufungure ibanga nuko kopi iri kuri gahunda yawe itashobora gusomwa hatabayeho gufungura.

Niba ubirekera. Ibintu birambye — uko nkwita, ibyo ukora, uko wifuza ko ibisubizo bwandikwa — bigumana nk'inyandiko zihariye ushobora gusoma umutəkerezo ku wundi, ukavugurura cyangwa ukazihindura. Si incamake igenda yiyongera, kuko incamake ntushobora kuyisubiza.

Bihagaze kuri mudasobwa yawe ndetse n'iyobokamutima yawe ihindurwa mu rurimi rw'ibanga (end-to-end encrypted sync), kandi izina ryawe gusa, uburyo wifuza ko ibisubizo bwandikwa, n'ibyo ari byo byose bifitanye isano n'ikibazo, nibyo bigenda hamwe na ubutumwa. Icyo ari cyo cyose cyagaragaye mu gihe ubanza kuganira kizamenyeshwa icyo gihe, ukaba urashobora kugikuraho n'ingingo imwe gusa, kandi a ubuvuganyo bw'ibirobyi ntabyigira cyangwa ntibongera ibyo yumva. Reba iki gihe gihurirwa hagati ya kiganiro na kiganiro?.

Oya. Igisubizo kigahabwa igice cy'ikiganiro cyagezweho, kandi ikiguzi cyacyo nticyongera hashingiwe ku gihe kirekire wamaze kuganira. Kohereza amateka yose buri nshuro byatuma igiciro cya buri gisubizo kiyongera iteka — ari na kwo giciro kigira ngo abantu batangire ikiganiro gishya kugira ngo bakize, bakubura n'ibyo bari bari batanze amafaranga byo kubikoresha.

Inzego zihuriwe n'ibyafashije kureza ikirahuri zikiri zirimo mu rutonde rw'icyiciro (model), kandi igisubizo cya Pro gishobora gusoma iyari yo yose mu buryo bwuzuye igihe igisubizo kigenga ku kuri iyo nzego. Iyo nshingano yo gushaka amakuru ni ikindi kigo (call) cy'icyiciro (model) gishya, gishyurwa ku mibare y'amagambo (tokens) akoresheje — ku miterere y'ibisubizo bikeneye ibyo, atari n'ibyo bitakeneye. Reba gusoma ibyo hasubije ibyo byari byasomye.

Igisubizo cyose cyanditse muri repository yawe kivuga icyo cyaguze, kandi kigatera amahirwe yo kugishyira aho cyari kimeze. Undo isoma buri rimwe muri ayo mafayili mu gihe cy'icyemezo (commit) aho urwego rwawe rwari rumeze mbere y'ikinyamunyu, ikayashyira mu buryo byari bimeze — ni ukugarura ibyagiye, si ukandika bishya, bityo nta kintu gishobora kwangirika kandi n'umuntu wese wari uwafashe hagati y'iyo mikorere agakomeza kugira ibyo akoresha bikora.

Ntabwo bibahenza ibiceri, kuko bitakora ku mishinga (models). Akagengero (branch) cyangwa ubusabe bwo guhindura ibintu (pull request) run yafunguye bishyizwe mu rutonde kandi bikaguma biko: gufunga ubusabe bw'umuntu mu mwanya we si uburyo bwo gusubiza ibintu uko byari bimeze. Reba gusubiza ibyo uruvuga rwahinduye.

Oya. Shyira access token hanyuma Nymbot ibaze forge ibyo iyo token ishobora kugeraho, noneho ikerekane igisubizo nk'urutonde urashobora guhitamo — buri rimwe rishyizwe kumwe n'uruzinduko rwacyo rw'ibanze ruzuyemo ibyuzuye. GitHub, GitLab na Gitea/Forgejo — harimo Codeberg — byose birasubiza.

Icyo gusaba gikurikirana ku gikoresho cyawe kigana mu kigo cy'ubwubatsi (forge) mu buryo butaziguye, atari ukuriha umukozi wacu, bityo ikarita (token) ntiyagenda aho itari ijya. Reba kuhuza urubuga rw'inyandiko (repository).

Yego — porogaramu ya web, porogaramu za mobile n'iyi urubuga byose biri muri ububiko bwagezweho mu ruhushyaSoma ibyo umukiriya akora ukoresheje urugero rwawe aho kwizera ibyo tuvuga.

Imiyoborere y'icyiciro cy'imiterere (model routing) cyashyizweho ni igice utashobora gukoresha wenyine, ariko ari yo mpamvu ikoranabuhanga ry'umukiriya (client) ryandikiwe mu buryo uko ibyo ari byo byose ashobora kugenzura mu rugo, abigenza: imikono, ibimenyetso by'icyemezo (voucher proofs), n'amashyirahamwe (keys) akoresha mu gufunga ibintu.