He 'ej Huch

nuq ‘oH. He wIv ‘Iv pat jang — ja’chuq chu’ ngaQbogh pat, auto cherlu’bogh ja’chuq Helu’bogh patlhmey, ‘ej EYAS ‘em Qu’ Qapbogh pat. Huch wIv chay’ law’ DaHuchpa’ ghuH, QavmoH pagh mevchu’ EYAS. pat nobmey chenlu’pu’bogh Hoch ghoqwI’vaD motlh pat rar, tagh rInDI’. ghom — nobwI’ law’ ghajbogh EYAS reH pat Huch law’ lo’be’, ‘ej tam Huch natlhbe’.

He: /providers (retlh tetlh nobwI’pu’) → He mI’ Huch je qachmey. pat nobmey: SeHmey (/settings) → pat nobmey ‘emwI’.

ghorgh yIlo’

• auto cherlu’bogh ja’chuqmeyvaD: nom QIjmeyvaD pat Huch puS, ngoqvaD pat HoS.
• ‘em Qu’ — pongmey, tIq, Hub noHwI’, qawHaq qon — DawIvbogh patDaq Qap net neH (tIq patlh).
• wa’DIch nobwI’ Qagh — lIb DaneH (pagh chu’laHbogh auto lIb).
• jaj/Hogh/jar mevmey, ghuH, QavmoH, mevchu’ je DaneH.
• tagh rInDI’ pat ghajbe’ ghoqwI’pu’ chenlu’pu’bogh — SeHmeyDaq yInob.

motlh mIw

1. nobwI’pu’ (/providers) → He mI’ yIpoSmoH.
2. Dung retlh pat ra’mey ‘emwI’ yIlegh: Hoch ‘em Qu’ ghomvaD pat ‘angnIS, pat pagh — lIb ngeD ghobe’.
3. QIn chov lo’taHvIS auto cherlu’bogh ja’chuqmey Helu’ ‘e’ DaneHchugh He nISbe’ yIchaw’ yIchu’ (Qub: chu’lu’DI’, QIn Hoch model wIv He nISbe’ ja’chuq. model wIvlu’pu’bogh pagh ghoqwI’ motlh lo’bogh ja’chuq He choHlu’be’.).
4. Hoch patlhvaD wa’DIch nobwI’ pat je, DuH lIb, patlh motlh vum je yIcher.
5. Huch yIpoSmoH: Huch mevmey bIngDaq jaj / Hogh / jar yIghItlh, ghIq Dopmey bIngDaq ghuH / QavmoH / mevchu’.
6. SeHmey → pat nobmey yIpoSmoH, Hoch ghoqwI’ chenlu’pu’bogh nobwI’ pat je yIrar, ghIq nobmey tItoD.

laHmey

nobwI'pu' joj auto lIb (DuH)

auto lIb chu’lu’DI’ (EYAS_AUTO_FAILOVER=1, pagh SeHDaq model.autoFailover: true), taghDI’ patlhmey chIm lIb Daqmey teb cha’DIch yIn nobwI’. DacherDI’bogh lIbmey ghItlhqa’lu’ not.

wa’DIch nobwI’ Qagh reHDI’ QaH; Huch QaQ je DaSeHmeH, lIb DawIvbogh’egh yIlo’.

ghoqwI’ jar token Huch pIm ‘oH (ghoqwI’ SeHmey Dech).

pat ponglu'be'DI' 'Iv pat jang

EYAS ra’mey ‘op nobwI’ pagh pat pongbe’: ja’chuq chu’ wa’DIch QIn (ghIq patvetlh pol ja’chuq — ja’chuqmey — ‘Iv pat jang), Degh AI choHmey, ‘ej pat ghajbe’bogh ghoqwI’ Qapmey. lIng motlhDaq ghoS, mIwvam chovlu’:

1. motlh He patlh, nobwI’Daj chu’lu’chugh;
2. pagh lIng motlh nobwI’ ‘ej pat — lIng pIn’a’Daq potlh CLI DawIvDI’ cherlu’, pagh PUT /api/v1/model/defaults lo’;
3. pagh chu’lu’bogh nobwI’ ngutlh mIwDaq wa’DIch, wa’ chu’lu’bogh pat ghajbogh.

pong mo’ nobwI’ nIvbe’ not, ‘ej nobwI’pu’ tagh mIw potlhbe’. pagh tu’lu’chugh, ra’ luj: No default model binding: configure the Standard tier or a default provider — Qubbe’. ngo’ chovnatlhmey ra’meyvam Anthropicvo’ ngeH, cherlu’chugh; pagh wa’DIch qonlu’bogh nobwI’Daq ngeH — vaj motlh patlh Hutlhbogh nobwI’ law’ lIngDaq ra’meyvam DaH latlh nobwI’Daq ghoSlaH. motlh patlh (pagh motlh nobwI’) DacherDI’ DaSeH.

'em pat

He wIv’eghbogh nobwI’Daq Qap EYAS ‘em Qu’ not. wa’ wIvwI’ lo’: ngaQlu’bogh wIvmey mIwDaq nID, ‘ej mob ra’ QaplaHbogh pat neH lo’ — jan pagh, wa’ mIw, CLI qawHaq SeH je pagh. lo’laHbogh: Hoch API nobwI’, Claude Code, ‘ej De’wI’vamDaq mob chovta’DI’ EYAS Grok CLI / Kimi Code CLI je. mob QaplaHbe’bogh CLI lo’lu’ not — wIv rur pagh patlh lIb rur je.

‘em Qu’	wIvmey, mIw
ja’chuq pongmey	tIq patlh neH — ja’chuq pat’egh pagh latlh nobwI’ not
qawHaq qon, ram qawHaq boq, qel briefing, tIq briefing, ghojmoH’egh chupmey, Forge chupmey, laH ghItlh, De’ tlhap chelmoH	tIq patlh (wa’DIch, ghIq lIb) → lIng motlh → API nobwI’pu’ ngutlh mIw → mob QaplaHbogh CLImey
Hub noHwI’, naQ chovwI’, Qu’ tIn ‘emvaD chov nab	tIq → nom → lIng motlh → latlh lo’laHbogh nobwI’pu’
ghom chup ‘ej ‘ay’mey joj nabqa’wI’	nom → motlh → lIng motlh → latlh lo’laHbogh nobwI’pu’
tej (tlhob chu’, Hal chov, ghItlh, latlh chov)	motlh → lIng motlh → API nobwI’pu’ → mob QaplaHbogh CLImey
auto He SeHwI’	wIv patlh neH (wa’DIch, ghIq lIb) — auto He

ghom, poH natlh, ngeb, pagh Do ‘aqroS Qagh ret neH cha’DIch wIv nIDlu’, wa’DIch jangpu’DI’ not (Hung ghom neH nID). Huch mev — ra’ pagh.

'em ra'mey vum

Hoch ‘em ra’ ngoQDaj wa’DIch He patlh vum tlhob: tIq — qawHaq Qu’, ghoj Qu’, pongmey, Hung chovmey je; nom — nabqa’ ghom chupmey je; motlh — tej; wIv — auto He SeHwI’. ‘Iv pat jang ‘ach patlh vum rap Qap — patlh pat’egh, lIng motlh, API nobwI’, pagh mob QaplaHbogh CLI — ‘ej patvetlhvaD machlu’: lajbe’lu’bogh patlh lajbogh patlh Sumqu’Daq vIHlu’. motlh ram wIv, nom, tIq je, vaj motlh ram tlhob ‘em ra’mey law’; motlh tlha’ tej, motlh auto ‘oHbogh. autobogh patlh vum Doch ngeHbe’. vum SeH ghajbe’chugh pat, pagh ‘Iv pat jang ‘e’ SovlaHbe’chugh EYAS (pat ponglu’be’taHvIS CLI ra’lu’ — CLI neH lIngDaq motlh), pagh ngeHlu’ ‘ej pat motlh’egh Qap.

tlha'lu' 'ej toghlu'

Hoch ‘em ra’ ja’chuq mIw rur tlha’lu’ — nobwI’, pat, tokens, Huch, poH, ngoQ, tlhoblu’bogh lo’lu’bogh vum je — ‘ej Huchvetlh Huch jaj, Hogh, jar mevmeyDaq toghlu’, ja’chuq mIwmey rur. pat lo’laHbe’lu’mo’ QaplaHbe’bogh ‘em ra’ pat ra’be’: tlha’ pagh, Huch pagh. AI bej — lo’ yIlegh.

Hoch ‘em ra’ ra’Daj system prompt naQ rur ngeH, ‘ej lo’wI’ QIn wa’ neH, Hoch nobwI’Daq — lo’wI’ pagh jangwI’ tlhegh rur not.

pat lo'laHbe'lu'DI'

mob wej chovlu’bogh Grok neH pagh Kimi neH lIng rur, pat ra’be’ EYAS ‘ej Hoch laH jangDaj ngeD pol: wa’DIch QIn Doch pong rur taH; tIq Heartbeat: items may need your attention ngeH, meqmey tetlh tlhej; motlh chupmey ‘ang ghojmoH’egh; boq chup pol Forge; chovnatlh SKILL.md ghItlh Skill Evolution; qawHaq qon chIl qon; ram qawHaq boq veb ramvaD ghommey lon; briefing ngeD ‘ay’Daj pol; chaw’lIjDaq vIH Hub noHwI’; Qap Unverified per naQ chovwI’; wa’ ghoqwI’ neH ghom chup; Dung Halmeyvo’ ngoD chenmoH tej. Claude Code neH pat ‘oHbogh lIngDaq, Hoch ra’vetlh wa’ Claude Code Qap mach mob tagh.

retlh pat ra'mey 'emwI'

He mI’ qach retlh pat ra’mey ‘emwI’ tlhej poS. DaH nuqDaq ghoS EYAS ‘em Qu’ ‘ang, pat ra’ Hutlh. Hoch ghomvaD wa’ tlhegh:

ghom	nuq ngaS
qawHaq: qon, boq, qel, Suq chu’	qon, ram qawHaq boq, qel briefing, Data Port tlhap chelmoH
ghoj: tIq, ghojmoH’egh, Forge, laH ghItlh	tIq, Self-learning, Forge, laH ghItlh
ja’chuq pongmey	pong nIteb
Hung: Hung noHwI’, naQ qelwI’, ngoQ ghItlh	Hub noHwI’, naQ chovwI’, ngoQ rubric
nab: ghom chup, nab chu’	ghom chup, ‘ay’mey jojDaq nabqa’wI’
Qul	tej Qapmey
He chu’ wIv	auto He SeHwI’

Hoch tlhegh wa’ ‘ang: ghom veb ra’ lo’bogh nobwI’ pat je, nobwI’ · pat rur, nuqvo’ ghoS ja’bogh Degh tlhej — mI’ (ghom He patlh, wa’DIch ghIq lIb), motlh (lIng motlh), API nobwI’, pagh CLI mob (mob ra’ QaplaHbogh CLI; nobwI’ pongDaj neH ‘ang, motlh patDaj Qapmo’) — pagh pat pagh — lIb ngeD, meq tlhej:

• nobwI’ mob tu’lu’be’ — lo’laHbogh pagh chu’lu’, mob chovpa’ EYAS Grok neH pagh Kimi neH lIng rur, pagh CLIvetlh pongbogh patlh;
• mI’ SeHlu’be’ — pongmey wIv je neH, patlhchaj neH lo’mo’;
• Huch mev naQ — Huch mev Hoch ‘em ra’ bot.

wa’DIch wIv ‘ang ‘emwI’. lo’laHbogh nobwI’ ghajbe’DI’ ghom, ‘em Qu’ ‘op pat lo’laHbe’ ja’bogh Doq banner ‘ang — vaj lIb ngeDDaj Qap ‘ej pat ra’be’ — ‘ej API nobwI’ pagh EYAS mob chovta’bogh CLI Dachu’ ‘e’ tlhob. patlh Hutlh pagh Huch mev tlheghDaq meqDaj ‘ang ‘ach banner pagh. He mI’ qach DapoSmoHDI’ ‘ej qachvetlhDaq Hoch patlh choH ret chu’qa’ ‘emwI’.

API (rarwI’pu’). GET /api/v1/routing/auxiliary (Settings laD; ‘ellu’be’DI’ 401, chaw’ Hutlh 403) { groups: [ { group, purposes, target: { provider, model | null, route } | null, reason | null } ] } nob — group: memory, learning, title, safety, planning, research, triage; route: tier, default, api, isolated-cli; reason: no_eligible_provider, tier_not_configured, budget_stop. ‘em pat Qu’ lo’laHbe’lu’DI’ neH 503 jang. AI bej tlha’meyDaq ngoQchaj per ghaj ‘em ra’mey.

Dochmey ‘ej SeHwI’mey

auto He

SeHwI’	Del
He nISbe’ yIchaw’ chu’/chu’Ha’	auto cherlu’bogh ja’chuqmeyvaD auto He chaw’. latlh ja’chuqmey Hebe’
Qub	chu’lu’DI’, QIn Hoch model wIv He nISbe’ ja’chuq. model wIvlu’pu’bogh pagh ghoqwI’ motlh lo’bogh ja’chuq He choHlu’be’.

auto cherlu’bogh ja’chuqmey neH Helu’. Qapbogh patDaj pol ja’chuq: ngaQlu’bogh pat, pagh ghoqwI’ pat — wIvlu’ not. auto cherlu’bogh ja’chuq QInDaj Seghlu’ ‘ej nom, motlh, Qatlh, pagh ngoq ta’ patlhDaq Helu’. SeHwI’ chu’Ha’taHvIS, pollu’bogh patDaj lo’ auto ja’chuq ‘ej ja’. Hoch patlh pat rap ‘oSchugh (wa’ CLI lIng rur), pagh Seghlu’. ja’chuq DungDaq pat wIvwI’Daq Hoch ja’chuqvaD auto He DawIv; He nISbe’ yIchaw’ chu’Ha’taHvIS SeHwI’vetlh HurghmoHlu’. ja’chuqmey — ‘Iv pat jang yIlegh.

SeHwI’. wa’DIch QIn chut mu’mey — Huch pagh: Daqlu’bogh QIn (mugh, ngoq chov, Qagh nej rur) pat ra’be’. Daqlu’be’bogh QIn neH wIv patlh patDaq ngeHlu’ — wa’DIchDaj, pagh wa’DIch lo’laHbe’DI’ lIb, mob ra’ QaplaHchugh nobwI’vetlh neH. motlh patlh, lIng motlh, pagh latlh nobwI’Daq chegh not. ra’ mob (jan pagh, nobwI’ qawHaq SeH je pagh, session pollu’be’), QIn wa’DIch 500 ngutlh neH ngeH, latlh pat ra’ Hoch rur pegh So’ tlha’ je Suq, ‘ej Huch mevmeyDaq togh. pat tu’lu’be’chugh, Huch mevchu’ chIlpu’chugh, pagh Segh lugh ghobe’bogh jang, QIn chut mu’ Seghghach wuq ‘ej mIw QIt not. Claude Code neH lIngDaq, auto ja’chuqDaq Daqlu’be’bogh QIn jang taghpa’ wa’ Claude Code ra’ mach mob loS taH.

He patlhmey

Hoch patlh wa’DIch nobwI’ pat je ghaj, DuH lIb je:

patlh	motlh lo’
wIv	QIn chut mu’mey Daqlu’be’bogh QInmeyvaD auto He SeHwI’ (wa’DIch lIb je neH)
nom	nom jangmey, Huch puS
motlh	motlh QaQ — pat ponglu’be’bogh ra’meyvaD lIng motlh je (Dung)
Qatlh	Qu’ Qatlh
ngoq ta’	ngoq law’ Qu’
tIq	EYAS ‘em QuvaD wa’DIch wIv — pongmey (wa’ neH), tIq, qawHaq qon, Hub noHwI’, latlh je (Dung)
jech	ngo’ vault wanI’ nej tetlh neH tlhab. qawHaq qawqa’ lo’be’ not: reH juHDaq lan qawqa’ (qawHaq — reH juHDaq vector nej Qap). lanlaHbe’bogh nobwI’ pongchugh patlh, juH lanwI’ lo’ tetlhvetlh je; lanwI’Daj choHDI’, wa’logh chImmoHlu’ ‘ej nIteb chenqa’lu’
mu’tlhegh QaD	ja’chuq ghItlhwI’Daq mu’tlhegh DevwI’, Qu’mey ghoqwI’pu’ je mu’tlhegh ghojmoHwI’ (mu’tlheghmey)

Doch	Del
nobwI’ yIwIv…	patlh wa’DIch nobwI’
pat yIwIv…	wa’DIch pat
lIb (lIb yIwIv… / pagh)	wa’DIch lujDI’ lIb
vum	patlh motlh meq vum (jech ghobe’bogh Hoch patlh) — bIng yIlegh

Kimi Code CLI lIngDaq, teqlu’bogh tlheghmey Kimi Code CLI (K3), (K2.7 Code) pagh (K2.6) ‘oSbogh patlhmey — EYAS’egh cherpu’bogh — taghDI’ Kimi Code CLI (motlh tlhegh)Daq vIHlu’, reH Qappu’bogh’e’; Kimi neH lIng chu’ Hoch patlh DaqDaq tagh, lIb Hutlh. nobwI’pu’ — Kimi patmey Qub je yIlegh.

patlh motlh vum

jech ghobe’bogh Hoch He patlh vum wIvwI’ ghaj: patlhvetlhDaq Helu’bogh ra’meyvaD motlh meq vum. wIv, nom, tIq — motlh ram; latlh patlh Hoch — auto (model motlh’egh). patlh pat lajbogh patlhmey neH tetlh wIvwI’; qonlu’bogh patlh lajbe’bogh pat DawIvDI’, qonpa’ choHlu’ ‘ej ja’lu’ (vum choHlu’: … → …), ‘ej pat lajbe’bogh patlh lajQo’lu’, vum patlhvam nobbe’ model. pagh polta’lu’. tlhej.

cha’ DaqDaq Qap patlh motlh:

• patlhvetlhDaq Helu’bogh QIn, mIwDaq Dung Doch patlh cherbe’DI’: ja’chuq patlh’egh > jeD (‘aqroS) > ghoqwI’ > ja’chuq nobwI’ > He patlh > model motlh.
• EYAS ‘em ra’mey wa’DIch patlhchaj ‘oHbogh — tIq: qawHaq, ghoj, pongmey, Hung chovmey; nom: nabqa’ ghom chupmey je; motlh: tej; wIv: SeHwI’ (Dung).

vaj patlh vum DachoHDI’, patlhvetlh Helu’bogh QInmey ‘ej lo’bogh ‘em ra’mey je choH. lIngmey tu’lu’bogh ram motlh wa’logh Suqpu’, chu’moH ret wa’DIch taghDI’; ghIq auto DacheghmoHbogh patlh auto taH. PUT /api/v1/routing/tiers/:tier porghDaj chov: Sovbe’lu’bogh patlh 404 nob, ‘ej patlh pat lajbe’bogh vum 400 nob, ngoq EFFORT_UNSUPPORTED ‘ej lajlu’bogh patlhmey tlhej. nobwI’pu’ — meq vum yIlegh.

Huch / Huch mevmey

Doch	Del
jaj / Hogh / jar (Huch mevmey)	poHvaD Dol Huch mev; chImchugh mevbe’
ghuH (Dopmey)	ghuH Dop, mev ‘ay’ rur (vatlhvI’ rur ‘anglu’; motlh 0.8 = 80%)
QavmoH	Huch puSbogh patmeyDaq vIH (motlh 1.0 = 100%)
mevchu’	latlh Huch bot, ‘em ra’mey je (motlh 1.2 = 120%)

pat nobmey (SeHmey)

tagh pIn’a’ AI pat mIw DuH ‘ellu’ta’bogh lIb ‘oH (tagh rInDI’ mIwvetlh botlu’).

SeHwI’	Del
ghoqwI’ pong	chenlu’pu’bogh / tagh ghoqwI’
pat wIvwI’	— pagh — pagh chu’lu’bogh nobwI’ pat, nobwI’ / pat rur
nobmey tItoD	PUT /api/v1/model/agent-assignments (manage Model)

qonDI’ nobwI’ pat je rap pollu’, vaj cha’ nobwI’ tetlhbogh pat ID reH lugh. API {assignments: {agentId: {providerId, modelId}}} pagh ngo’ {agentId: modelId} laj; law’ nobwI’ tetlhbogh pat ID nobwI’ Hutlh pollu’. tetlhDaq Hutlhbogh pat tu’lu’chugh, 400 nob, code: unknown_model ‘ej agents tlhej, ‘ej pagh ghItlhlu’.

tagh ghoqwI’pu’ pagh patmey tu’lu’be’DI’ So”egh ‘emwI’.

latlh

• nobwI’pu’
• AI bej
• ghoqwI’pu’ — token Huch
• mu’tlheghmey
• tlha’bogh