{"id":5294,"date":"2026-07-14T10:04:51","date_gmt":"2026-07-14T08:04:51","guid":{"rendered":"https:\/\/andrekohout.cz\/pisu-si\/?p=5294"},"modified":"2026-07-14T10:07:02","modified_gmt":"2026-07-14T08:07:02","slug":"postavil-jsem-si-vlastni-ai-tym-maka-24-7-i-kdyz-spim","status":"publish","type":"post","link":"https:\/\/andrekohout.cz\/pisu-si\/2026\/07\/14\/postavil-jsem-si-vlastni-ai-tym-maka-24-7-i-kdyz-spim\/","title":{"rendered":"Postavil jsem si vlastn\u00ed AI t\u00fdm. Mak\u00e1 24\/7, i kdy\u017e sp\u00edm"},"content":{"rendered":"\n

Kdo m\u011b zn\u00e1, ten v\u00ed, \u017ee nesn\u00e1\u0161\u00edm, kdy\u017e mi n\u011bco zbyte\u010dn\u011b \u017eere \u010das. \u010cas jsou samoz\u0159ejm\u011b pen\u00edze. A posledn\u00edch p\u00e1r let mi je nejv\u00edc \u017eraly opakuj\u00edc\u00ed se v\u011bci. Napi\u0161 post. Uprav text na webu. Po\u0161li mail. Zkontroluj, jestli n\u011bco nespadlo. Sam\u00e9 \u00fakoly, co nepot\u0159ebuj\u00ed m\u011b, pot\u0159ebuj\u00ed jenom n\u011bkoho. Nebo dnes sp\u00ed\u0161 u\u017e \u201en\u011bco\u201c.<\/p>\n\n\n\n

Tak jsem si to postavil. Nevznikl neden pracovn\u00edk. Ale vlastn\u011b rovnou cel\u00fd t\u00fdm. Jmenuje se Edwin a \u017eije v jednom mal\u00e9m po\u010d\u00edta\u010di u m\u011b doma. P\u0159ed p\u00e1r lety nemysliteln\u00e1 p\u0159edstava. Dnes ka\u017edodenn\u00ed sou\u010d\u00e1st m\u00e9 pr\u00e1ce.<\/p>\n\n\n\n

Tohle je story o tom, jak to cel\u00e9 vzniklo, co to um\u00ed, kde jsem se sp\u00e1lil a kolik m\u011b to st\u00e1lo. Proto\u017ee to nebylo a nen\u00ed jen r\u016f\u017eov\u00e9. Taky se tady dozv\u00ed\u0161, k \u010demu je to dobr\u00fd i tob\u011b a jak se k n\u011b\u010demu takov\u00e9mu dopracuje\u0161, i kdy\u017e nejsi program\u00e1tor. J\u00e1 toti\u017e taky nejsem. Zdaleka ne.<\/p>\n\n\n\n

Na za\u010d\u00e1tku byly nervy<\/h2>\n\n\n\n

Za\u010dalo to nudou a frustrac\u00ed z\u00e1rove\u0148. Provibecodoval jsem stovky hodin a zjistil jednu v\u011bc: AI n\u00e1stroje jako Claude Code um\u00ed napsat k\u00f3d, text, cokoliv. Ale poka\u017ed\u00e9 je mus\u00ed\u0161 nakopnout ty. Otev\u0159i, zadej, po\u010dkej, zav\u0159i. Po\u0159\u00e1d dokola. Jsi takov\u00fd dispe\u010der, co nesm\u00ed odej\u00edt od stolu. To ti d\u0159\u00edv nebo pozd\u011bji za\u010dne vys\u00e1vat energii. <\/p>\n\n\n\n

A j\u00e1 cht\u011bl prav\u00fd opak. Cht\u011bl jsem, aby v\u011bci b\u011b\u017eely, i kdy\u017e zrovna sp\u00edm, jsem na eventu nebo si d\u00e1v\u00e1m ob\u011bd. Aby r\u00e1no bylo hotovo n\u011bco, co jsem ve\u010der jen zadal. Super p\u0159edstava, ne?<\/p>\n\n\n\n

\u0158\u00edkal jsem si: co kdyby AI nebyla n\u00e1stroj, kter\u00fd mus\u00edm dr\u017eet za ruku, ale t\u00fdm, kter\u00e9mu \u0159eknu zad\u00e1n\u00ed a on si to odmak\u00e1 s\u00e1m?<\/p>\n\n\n\n

Tak vznikl Edwin.<\/p>\n\n\n\n

Seznam se s Edwinem, kter\u00fd nikdy nesp\u00ed<\/h2>\n\n\n\n

Edwin nen\u00ed \u017e\u00e1dn\u00fd cloud ani magie. Je to oby\u010dejn\u00fd Mac Mini M4 Pro s 24 GB RAM, kter\u00fd mi stoj\u00ed doma a b\u011b\u017e\u00ed nonstop. Sleep jsem mu vypnul natvrdo, tak\u017ee nikdy nesp\u00ed. Kdy\u017e vypadne proud, s\u00e1m nab\u011bhne. Je to mal\u00e1 \u010dern\u00e1 krabi\u010dka, do kter\u00e9 jsem nast\u011bhoval celou partu agent\u016f.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Pro\u010d vlastn\u00ed po\u010d\u00edta\u010d a ne jen cloud? Dva d\u016fvody. Za prv\u00e9 soukrom\u00ed. \u010c\u00e1st mozku Edwina b\u011b\u017e\u00ed lok\u00e1ln\u011b, p\u0159\u00edmo na t\u00e9 krabi\u010dce, tak\u017ee citliv\u00e1 data nikam neodch\u00e1zej\u00ed. Za druh\u00e9 jsem cht\u011bl n\u011bco, co je moje a hlavn\u011b b\u011b\u017e\u00ed to po\u0159\u00e1d. Necht\u011bl jsem slu\u017ebu, kterou mi n\u011bkdo z\u00edtra vypne nebo zdra\u017e\u00ed.<\/p>\n\n\n\n

A te\u010f to nejlep\u0161\u00ed. Ten t\u00fdm.<\/p>\n\n\n\n

Cop\u00edk? Taky, ale i grafik, program\u00e1tor nebo asistent<\/h2>\n\n\n\n

Ka\u017ed\u00fd agent m\u00e1 jednu roli a jedno jm\u00e9no. Nesna\u017eil jsem se postavit jednoho superchytr\u00e9ho robota, co um\u00ed v\u0161echno. To ve v\u011bt\u0161in\u011b p\u0159\u00edpad\u016f nefunguje. M\u00edsto toho m\u00e1m partu specialist\u016f, kde ka\u017ed\u00fd d\u011bl\u00e1 to svoje. P\u0159esn\u011b jako v re\u00e1ln\u00e9 firm\u011b.<\/p>\n\n\n\n

Komunikuju s nima p\u0159es Slack, jako bych psal koleg\u016fm. Nap\u00ed\u0161u do kan\u00e1lu zad\u00e1n\u00ed a ono se to stane. \u017d\u00e1dn\u00e9 d\u011bj se v\u016fle bo\u017e\u00ed.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

FORGE<\/strong> je program\u00e1tor. Tomu \u0159eknu \u201euprav tohle na webu\u201c nebo \u201ep\u0159idej tam tla\u010d\u00edtko\u201c a on to nak\u00f3duje, otestuje a po\u0161le. Bez n\u011bj bych na ka\u017edou drobnost pot\u0159eboval extern\u00edho v\u00fdvoj\u00e1\u0159e, rozpo\u010det a minim\u00e1ln\u011b t\u00fdden \u010dek\u00e1n\u00ed.<\/p>\n\n\n\n

Dan 2.0<\/strong> je copywriter. P\u00ed\u0161e posty, maily, texty. A co je d\u016fle\u017eit\u00fd, um\u00ed ps\u00e1t m\u00fdm hlasem. Nau\u010dil se moji tonalitu z des\u00edtek m\u00fdch star\u00fdch \u010dl\u00e1nk\u016f a post\u016f, tak\u017ee kdy\u017e nap\u00ed\u0161e p\u0159\u00edsp\u011bvek, zn\u00ed to jako j\u00e1, ne jako n\u011bjak\u00fd robot z internetu. Defakto nahrazuje m\u00e9ho fyzick\u00e9ho copywritera \u010d\u00edm\u017e usnad\u0148uje pr\u00e1ci n\u00e1m ob\u011bma.<\/p>\n\n\n\n

ORACLE<\/strong> je dirigent. Sed\u00ed nad v\u0161emi ostatn\u00edmi, rozd\u011bluje \u00fakoly a hl\u00edd\u00e1, aby do sebe nic nenar\u00e1\u017eelo. Kdy\u017e nap\u00ed\u0161u n\u011bjak\u00e9 obecn\u00e9 zad\u00e1n\u00ed, ORACLE rozhodne, kdo z t\u00fdmu to m\u00e1 ud\u011blat, a p\u0159ed\u00e1 to d\u00e1l.<\/p>\n\n\n\n

ALFRED<\/strong> je m\u016fj osobn\u00ed asistent. Hl\u00edd\u00e1 kalend\u00e1\u0159, p\u0159ipom\u00ednky, maily. R\u00e1no mi \u0159ekne, co m\u011b v ten den \u010dek\u00e1.<\/p>\n\n\n\n

SENTINEL<\/strong> je hl\u00edda\u010d. Ka\u017ed\u00fdch p\u00e1r minut kontroluje, jestli je v\u0161echno v po\u0159\u00e1dku, jestli n\u011bco nespadlo, jestli se Edwin nep\u0159eh\u0159\u00edv\u00e1. Kdy\u017e je n\u011bco \u0161patn\u011b, okam\u017eit\u011b mi to nap\u00ed\u0161e. Bezpe\u010dnost je u m\u011b jedni\u010dka, proto\u017ee jakmile za\u010dne\u0161 d\u00e1vat agent\u016fm p\u0159\u00edstup k dat\u016fm, mus\u00ed\u0161 m\u00edt jistotu, \u017ee se nic ned\u011bje za z\u00e1dy.<\/p>\n\n\n\n

A pak m\u00e1m p\u00e1r dal\u0161\u00edch, co p\u0159ibyli cestou. STUDIO<\/strong> d\u011bl\u00e1 grafiku. HERMES<\/strong> rozes\u00edl\u00e1 mailingy. A do budoucna chyst\u00e1m NEXUS<\/strong>, mozek nad m\u00fdm CRM, a HERALD<\/strong>, hlasov\u00e9ho agenta, co bude um\u011bt telefonovat. Ale to je zat\u00edm hudba budoucnosti.<\/p>\n\n\n\n

Ka\u017ed\u00fd den ve 20:00 mi cel\u00fd t\u00fdm po\u0161le den\u00edk. Co kdo ud\u011blal, kolik \u00fakol\u016f splnil, jestli n\u011bco nezlob\u00ed. M\u00e1m tak p\u0159ehled, i kdy\u017e se na to cel\u00fd den nepod\u00edv\u00e1m. \u017d\u00e1dn\u00e9 tich\u00e9 akce. O v\u0161em se dozv\u00edm.<\/p>\n\n\n\n

Zn\u00ed to skv\u011ble, ale cesta byla trnit\u00e1<\/h2>\n\n\n\n

Nebudu lh\u00e1t, \u017ee to \u0161lo samo. To bych nebyl j\u00e1.<\/p>\n\n\n\n

Hned na za\u010d\u00e1tku jsem si omylem vymazal soubor s d\u016fle\u017eit\u00fdm nastaven\u00edm. Jedno \u0161patn\u00e9 kliknut\u00ed a p\u016fl ve\u010dera jsem d\u00e1val dohromady, co tam m\u011blo b\u00fdt. Lekce: ne\u017e n\u011bco spust\u00ed\u0161 na ostro, m\u011bj z\u00e1lohy. V\u017edycky.<\/p>\n\n\n\n

Pak mi jeden agent za\u010dal padat v nekone\u010dn\u00e9 smy\u010dce. Po\u0159\u00e1d se restartoval, po\u0159\u00e1d padal, zaplnil mi logy. Trvalo mi dlouho, ne\u017e jsem zjistil, \u017ee za to m\u016f\u017ee n\u011bjak\u00e1 drobnost hluboko v knihovn\u00e1ch, kterou bys \u010dekal \u00fapln\u011b posledn\u00ed. Lekce: kdy\u017e n\u011bco zlob\u00ed, hledej p\u0159\u00ed\u010dinu, ne n\u00e1plast. Obch\u00e1zet probl\u00e9m workaroundem se v\u017edycky vr\u00e1t\u00ed.<\/p>\n\n\n\n

A t\u0159et\u00ed klasika: p\u0159ihla\u0161ov\u00e1n\u00ed. Agenti se ob\u010das odpojili a j\u00e1 nech\u00e1pal pro\u010d, proto\u017ee v\u0161echno vypadalo nastaven\u00e9 spr\u00e1vn\u011b. Nakonec \u0161lo o vypr\u0161en\u00fd p\u0159\u00edstup, kter\u00fd si \u017e\u00e1dal jin\u00fd zp\u016fsob ov\u011b\u0159en\u00ed. P\u00e1r hodin do ko\u0161e, ale kdy\u017e to jednou rozlouskn\u0435\u0161, m\u00e1\u0161 klid.<\/p>\n\n\n\n

Co si budem, p\u016flka t\u00e9 pr\u00e1ce nebyla stav\u011bn\u00ed, ale lad\u011bn\u00ed. A p\u0159esn\u011b tohle ti nikdo v t\u011bch nad\u0161en\u00fdch vide\u00edch o AI ne\u0159ekne.<\/p>\n\n\n\n

Kolik m\u011b to st\u00e1lo<\/h2>\n\n\n\n

Te\u010f k \u010d\u00edsl\u016fm, proto\u017ee ta m\u00e1m r\u00e1d konkr\u00e9tn\u00ed.<\/p>\n\n\n\n

\u010cas? Ten asi nikdy nedohled\u00e1m, proto\u017ee ne v\u0161echno si trackuju. Ne\u0161lo o jeden velk\u00fd z\u00e1tah, ale o spoustu mal\u00fdch ve\u010der\u016f, kdy jsem p\u0159idal jednoho agenta, n\u011bco doladil, n\u011bco opravil. Ale u\u017e te\u010f v\u00edm, \u017ee to budou vy\u0161\u0161\u00ed stovky hodin.<\/p>\n\n\n\n

Mac Mini jako hardware, k tomu p\u0159edplatn\u00e9 Claude Code. A p\u00e1r dolar\u016f m\u011bs\u00ed\u010dn\u011b za dal\u0161\u00ed drobn\u00e9 n\u00e1stroje. \u010c\u00e1st mozku b\u011b\u017e\u00ed lok\u00e1ln\u011b a zadarmo. Jednor\u00e1zov\u00fd n\u00e1klad za hardware byl citeln\u00fd, ale v pr\u016fb\u011bhu \u010dasu se to rozprost\u0159e. A m\u011bs\u00ed\u010dn\u00ed n\u00e1klady jsou v jednotk\u00e1ch tis\u00edc. <\/p>\n\n\n\n

Zn\u00ed to mo\u017en\u00e1 jako celkem dost. Ale te\u010f to srovnej. Kdybych si na tohle najal lidi, mluv\u00edme o v\u00fdvoj\u00e1\u0159i, copywriterovi, asistentovi a grafikovi. To jsou des\u00edtky a\u017e stovky tis\u00edc m\u011bs\u00ed\u010dn\u011b. Edwin mak\u00e1 24\/7, nikdy nen\u00ed nemocn\u00fd, nest\u011b\u017euje si a nemus\u00edm mu platit dovolenou.<\/p>\n\n\n\n

V \u010dem mi to re\u00e1ln\u011b pom\u00e1h\u00e1<\/h2>\n\n\n\n

A te\u010f k tomu, pro\u010d to cel\u00e9 st\u00e1lo za to.<\/p>\n\n\n\n

Nejv\u00edc mi to u\u0161et\u0159ilo \u010das u opakuj\u00edc\u00edch se v\u011bc\u00ed. M\u00edsto abych otev\u00edral p\u011bt n\u00e1stroj\u016f, nap\u00ed\u0161u jednu zpr\u00e1vu do Slacku a ono se to stane. \u00daprava na webu, post na s\u00edt\u011b, mailing, kontrola, jestli n\u011bco nele\u017e\u00ed. V\u011bci, co mi d\u0159\u00edv braly hodiny, te\u010f \u0159eknu jednou v\u011btou.<\/p>\n\n\n\n

Druh\u00e1 v\u011bc je, \u017ee to b\u011b\u017e\u00ed, i kdy\u017e j\u00e1 ne. R\u00e1no se vzbud\u00edm a m\u00e1m hotov\u00e9 v\u011bci, co jsem ve\u010der jen zadal. Edwin makal celou noc.<\/p>\n\n\n\n

Ale pozor, jeden paradox t\u011b \u010dek\u00e1. Ten u\u0161et\u0159en\u00fd \u010das vlastn\u011b neu\u0161et\u0159\u00ed\u0161. Hned ho investuje\u0161 do dal\u0161\u00edch n\u00e1pad\u016f a projekt\u016f, na kter\u00e9 jsi d\u0159\u00edv nem\u011bl kapacitu. Tak\u017ee m\u00edsto v\u00edc voln\u00e9ho \u010dasu m\u00e1\u0161 v\u00edc v\u011bc\u00ed, kter\u00e9 st\u00edh\u00e1\u0161 postavit. A up\u0159\u00edmn\u011b, to je na tom to nejz\u00e1bavn\u011bj\u0161\u00ed.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Kam to cel\u00e9 sp\u011bje<\/h2>\n\n\n\n

Tohle nen\u00ed hotov\u00e1 v\u011bc, je to \u017eiv\u00fd organismus. Po\u0159\u00e1d p\u0159id\u00e1v\u00e1m, po\u0159\u00e1d lad\u00edm. Dal\u0161\u00ed velk\u00fd krok je propojit Edwina s m\u00fdm CRM, aby mi pom\u00e1hal i s kontakty a vztahy, co\u017e je u networkingu \u00fapln\u00fd z\u00e1klad. A pak hlasov\u00fd agent, co bude um\u011bt zvednout telefon.<\/p>\n\n\n\n

Ale hlavn\u00ed pointa nen\u00ed v tom, kolik agent\u016f m\u00e1m. Je v tom posunu v hlav\u011b. P\u0159estal jsem AI br\u00e1t jako n\u00e1stroj, kter\u00fd mus\u00edm dr\u017eet za ruku, a za\u010dal ji br\u00e1t jako t\u00fdm, kter\u00e9mu zad\u00e1m a on doru\u010d\u00ed.<\/p>\n\n\n\n

A nejlep\u0161\u00ed zpr\u00e1va? Nepot\u0159ebuje\u0161 na to b\u00fdt program\u00e1tor. J\u00e1 nejsem. Pot\u0159ebuje\u0161 jen chu\u0165 to zkusit, trp\u011blivost u lad\u011bn\u00ed a ochotu se sp\u00e1lit. Zbytek se nau\u010d\u00ed\u0161 cestou.<\/p>\n\n\n\n

Stav\u00ed\u0161 si n\u011bco podobn\u00e9ho nebo o tom p\u0159em\u00fd\u0161l\u00ed\u0161? Dej mi v\u011bd\u011bt, r\u00e1d si o tom popov\u00edd\u00e1m. Tohle t\u00e9ma m\u011b fakt bav\u00ed.<\/p>\n","protected":false},"excerpt":{"rendered":"

Kdo m\u011b zn\u00e1, ten v\u00ed, \u017ee nesn\u00e1\u0161\u00edm, kdy\u017e mi n\u011bco zbyte\u010dn\u011b \u017eere \u010das. \u010cas jsou samoz\u0159ejm\u011b pen\u00edze. A posledn\u00edch p\u00e1r let mi je nejv\u00edc \u017eraly opakuj\u00edc\u00ed se v\u011bci. Napi\u0161 post. Uprav text na webu. Po\u0161li mail. Zkontroluj, jestli n\u011bco nespadlo. Sam\u00e9 \u00fakoly, co nepot\u0159ebuj\u00ed m\u011b, pot\u0159ebuj\u00ed jenom n\u011bkoho. Nebo dnes sp\u00ed\u0161 u\u017e \u201en\u011bco\u201c. Tak jsem […]<\/p>\n","protected":false},"author":3,"featured_media":5295,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false},"categories":[621,170],"tags":[190,87,8,101,596],"acf":[],"yoast_head":"\nPostavil jsem si vlastn\u00ed AI t\u00fdm. 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