{"id":40536,"date":"2020-02-01T16:18:13","date_gmt":"2020-02-01T13:18:13","guid":{"rendered":"https:\/\/prohoster.info\/blog\/blog_prohoster\/avtomatizacziya-ubivaet"},"modified":"2020-02-01T16:18:13","modified_gmt":"2020-02-01T13:18:13","slug":"avtomatizacziya-ubivaet","status":"publish","type":"post","link":"https:\/\/prohoster.info\/cs\/blog\/avtomatizacziya-ubivaet","title":{"rendered":"Zabije automatizace?","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><i>\u201eP\u0159ehnan\u00e1 automatizace byla chybou.\u00a0<br \/>\nPokud to m\u00e1m \u0159\u00edct p\u0159esn\u011b - byla to m\u00e1 chyba.\u00a0<br \/>\nLid\u00e9 jsou podce\u0148ov\u00e1ni.\u201d<br \/>\nElon Musk<\/i><\/p>\n<p>Tento \u010dl\u00e1nek m\u016f\u017ee vypadat jako projev v\u010del proti medu. Opravdu divn\u00e9: 19 let jsme automatizovali podnik\u00e1n\u00ed a najednou na Habr podporujeme n\u00e1zor, \u017ee automatizace je nebezpe\u010dn\u00e1. Ale to je na prvn\u00ed pohled. P\u0159eh\u00e1n\u011bn\u00ed je \u0161patn\u00e9 ve v\u0161em: v l\u00e9c\u00edch, sportu, stravov\u00e1n\u00ed, bezpe\u010dnosti, hazardn\u00edch hr\u00e1ch atd. Automatizace nen\u00ed v\u00fdjimkou. Sou\u010dasn\u00e9 tendence k zvy\u0161ov\u00e1n\u00ed automatizace v\u0161eho, co je mo\u017en\u00e9, mohou zp\u016fsobit velk\u00e9 \u0161kody jak\u00e9mukoli podnik\u00e1n\u00ed, nejen velk\u00fdm pr\u016fmyslov\u00fdm odv\u011btv\u00edm. Hiperautomatizace je nov\u00fdm rizikem pro spole\u010dnosti. Poj\u010fme si promluvit o tom, pro\u010d.<\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/regionsoft\/blog\/485990\/\"><img decoding=\"async\" alt=\"Zabije automatizace?\" src=\"\/wp-content\/uploads\/2020\/02\/099cc8dcaf1dfc965270ad57f760bf44.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><br \/>\n<i>Zd\u00e1lo se, zd\u00e1lo se\u2026<\/i><br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h2>Automatizace je skv\u011bl\u00e1<\/h2>\n<p>\nAutomatizace p\u0159i\u0161la k n\u00e1m ve form\u011b, v jak\u00e9 ji zn\u00e1me, skrze hou\u0161tiny t\u0159\u00ed v\u011bdecko-technick\u00fdch revoluc\u00ed a stala se d\u016fsledkem \u010dtvrt\u00e9. Rok co rok uvol\u0148ovala lidem ruce a hlavy, pom\u00e1hala, m\u011bnila kvalitu pr\u00e1ce a kvalitu \u017eivota.<\/p>\n<ul>\n<li>Kvalita v\u00fdvoje a produkce roste - automatizace zaji\u0161\u0165uje p\u0159esn\u00fd, st\u00e1le l\u00e9pe vylad\u011bn\u00fd v\u00fdrobn\u00ed mechanismus, lidsk\u00fd factor je vylou\u010den tam, kde je t\u0159eba maxim\u00e1ln\u00ed p\u0159esnost.\n<\/li>\n<li>Jasn\u00e9 pl\u00e1nov\u00e1n\u00ed - s automatizac\u00ed lze p\u0159edem stanovit objemy v\u00fdroby, nastavit pl\u00e1n a p\u0159i dostupnosti zdroj\u016f ho dodr\u017eet v term\u00ednu.\n<\/li>\n<li>R\u016fst produktivity na pozad\u00ed poklesu pracnosti postupn\u011b vede k poklesu v\u00fdrobn\u00edch n\u00e1klad\u016f, \u010din\u00ed kvalitu dostupnou.\n<\/li>\n<li>Pr\u00e1ce se stala v\u00fdrazn\u011b bezpe\u010dn\u011bj\u0161\u00ed - na nejnebezpe\u010dn\u011bj\u0161\u00edch m\u00edstech je \u010dlov\u011bk nahrazen automatikou, technologie chr\u00e1n\u00ed zdrav\u00ed a \u017eivoty na v\u00fdrob\u011b.\u00a0\n<\/li>\n<li>V kancel\u00e1\u0159\u00edch automatizace osvobozuje mana\u017eery od rutinn\u00edch \u00fakol\u016f, uspo\u0159\u00e1d\u00e1v\u00e1 procesy a pom\u00e1h\u00e1 v\u011bnovat v\u00edce pozornosti kreativn\u00ed a kognitivn\u00ed pr\u00e1ci. Pro to existuj\u00ed CRM, ERP, BPMS, PM a dal\u0161\u00ed syst\u00e9my automatizace pro podniky.\n<\/li>\n<\/ul>\n<p>\nO \u017e\u00e1dn\u00e9 potenci\u00e1ln\u00ed \u0161kod\u011b nemohla b\u00fdt ani \u0159e\u010d!<\/p>\n<h2>Tesla otev\u0159en\u011b promluvila o probl\u00e9mu<\/h2>\n<p>\nT\u00e9ma hyperautomatizace bylo diskutov\u00e1no i d\u0159\u00edve, ale do aktivn\u00ed f\u00e1ze diskurzu se dostalo, kdy\u017e spole\u010dnost Tesla za\u017eila finan\u010dn\u00ed fiasko s uveden\u00edm na trh automobilu Tesla Model 3.<\/p>\n<p>Automobilov\u00e1 v\u00fdroba byla zcela automatizov\u00e1na a o\u010dek\u00e1valo se, \u017ee roboti vy\u0159e\u0161\u00ed v\u0161echny probl\u00e9my. Realita v\u0161ak byla jin\u00e1 \u2014 v ur\u010dit\u00e9m okam\u017eiku, kv\u016fli z\u00e1vislosti na robotick\u00fdch mont\u00e9rech, spole\u010dnost nedok\u00e1zala zv\u00fd\u0161it v\u00fdrobn\u00ed kapacitu. Syst\u00e9m dopravn\u00edch p\u00e1s\u016f se uk\u00e1zal jako nep\u0159im\u011b\u0159en\u011b slo\u017eit\u00fd a tov\u00e1rna ve Fremontu (Kalifornie) se ocitla p\u0159ed akutn\u00ed nutnost\u00ed optimalizovat v\u00fdrobu a naj\u00edmat kvalifikovan\u00fd person\u00e1l. \u201eM\u011bli jsme \u0161\u00edlenou, slo\u017eitou s\u00ed\u0165 dopravn\u00edch p\u00e1s\u016f, a ta nefungovala. Proto jsme se rozhodli zbavit se v\u0161ech t\u011bchto v\u011bc\u00ed,\u201c komentoval situaci Musk. To je symbolick\u00e1 situace pro automobilov\u00fd pr\u016fmysl a mysl\u00edm, \u017ee se stane p\u0159\u00edkladem pro studium.<\/p>\n<p><img decoding=\"async\" alt=\"Zabije automatizace?\" src=\"\/wp-content\/uploads\/2020\/02\/1acefd90ac54efc0ac76f394ec517929.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Mont\u00e1\u017en\u00ed hala Tesly ve Fremontu<\/i><\/p>\n<p>A co maj\u00ed spole\u010dn\u00e9ho mal\u00e9 a st\u0159edn\u00ed podniky v Rusku a SNS, kter\u00e9 jsou v\u0161eobecn\u011b automatizov\u00e1ny m\u00e9n\u011b ne\u017e 8-10% firem? Je lep\u0161\u00ed se o probl\u00e9mu dozv\u011bd\u011bt d\u0159\u00edve, ne\u017e se dotkne va\u0161\u00ed spole\u010dnosti, t\u00edm sp\u00ed\u0161e, \u017ee n\u011bkter\u00e9, i velmi mal\u00e9 firmy, dok\u00e1\u017eou automatizovat v\u0161e a ob\u011btovat na olt\u00e1\u0159 automatizace lidskou kari\u00e9ru, pen\u00edze, \u010das a mezilidsk\u00e9 vztahy uvnit\u0159 t\u00fdmu. Takov\u00fdm firm\u00e1m za\u010d\u00edn\u00e1 vl\u00e1dnout a rozhodovat jeho veli\u010denstvo Algoritmus.\u00a0<\/p>\n<h4>P\u011bt \u0159\u00e1dk\u016f reklamy<\/h4>\n<p>\nJsme pro rozumnou a inteligentn\u00ed automatizaci, proto m\u00e1me:<\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.regionsoft.ru\/\"><b>RegionSoft CRM<\/b> <\/a><\/noindex>\u2014 v\u00fdkonn\u00e1 univerz\u00e1ln\u00ed CRM v 6 edic\u00edch pro mal\u00e9 a st\u0159edn\u00ed podniky\n<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.zedline.ru\/\"><b>ZEDLine Podpora<\/b> <\/a><\/noindex>\u2014 jednoduch\u00fd a pohodln\u00fd cloudov\u00fd ticket syst\u00e9m a mini-CRM s okam\u017eit\u00fdm za\u010d\u00e1tkem pr\u00e1ce\n<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.regionsoft.ru\/loader.php?src=crm_me\"><b>RegionSoft CRM Media<\/b><\/a><\/noindex> \u2014 siln\u00e1 CRM pro televizn\u00ed a rozhlasov\u00e9 holdingy a provozovatele venkovn\u00ed reklamy; skute\u010dn\u00e9 oborov\u00e9 \u0159e\u0161en\u00ed s pl\u00e1nov\u00e1n\u00edm m\u00e9di\u00ed a dal\u0161\u00edmi mo\u017enostmi.\n<\/li>\n<\/ul>\n<h2>Jak se to v\u016fbec m\u016f\u017ee st\u00e1t?<\/h2>\n<p>\nN\u00e1stroje pro automatizaci jak\u00e9hokoli podnik\u00e1n\u00ed se staly technologicky i finan\u010dn\u011b dostupn\u00e9, mnoho vlastn\u00edk\u016f firem je za\u010dalo pova\u017eovat za cargo kult: Pokud v\u0161e ud\u011blaj\u00ed roboti a programy, nebudou chyby, v\u0161e bude bezprobl\u00e9mov\u00e9 a dokonal\u00e9. N\u011bkte\u0159\u00ed vedouc\u00ed se d\u00edvaj\u00ed na technologie jako na \u017eiv\u00e9 bytosti, a dodavatel\u00e9 je \u201epodn\u011bcuj\u00ed\u201c: CRM se sama prod\u00e1, s ERP se zdroje sami rozd\u011bl\u00ed, WMS zjednodu\u0161\u00ed provoz na va\u0161em skladu\u2026 Toto pochopen\u00ed automatizace se uk\u00e1zalo b\u00fdt nebezpe\u010dn\u00e9 pro ty, kte\u0159\u00ed se stali jeho slep\u00fdmi zast\u00e1nci. Nakonec spole\u010dnost bezmy\u0161lenkovit\u011b nakupuje v\u0161e, co m\u016f\u017ee nahradit lidi a... z\u00edsk\u00e1v\u00e1 naprosto paralyzovanou IT infrastrukturu.<\/p>\n<h2>Jak\u00e9 jsou nebezpe\u010d\u00ed hyperautomatizace?<\/h2>\n<p>\nHyperautomatizace je automatizace (v\u00fdroby, provozn\u00edch \u010dinnost\u00ed, anal\u00fdzy atd.), kter\u00e1 vede k neefektivnosti. Nej\u010dast\u011bji k takov\u00e9 situaci doch\u00e1z\u00ed, pokud automatizovan\u00fd proces nezohled\u0148uje lidsk\u00fd faktor.<\/p>\n<h3>Mozky vysychaj\u00ed<\/h3>\n<p>\nStrojov\u00e9 u\u010den\u00ed a um\u011bl\u00e1 inteligence (ML a AI) u\u017e na\u0161ly sv\u00e9 uplatn\u011bn\u00ed v pr\u016fmyslu, v bezpe\u010dnosti, v doprav\u011b a dokonce i v rozs\u00e1hl\u00fdch ERP a CRM (hodnocen\u00ed obchod\u016f, predikce z\u00e1kaznick\u00e9 cesty, kvalifikace lead\u016f). Tyto technologie \u0159e\u0161\u00ed nejen ot\u00e1zky kontroly kvality a bezpe\u010dnosti, ale zab\u00fdvaj\u00ed se i docela lidsk\u00fdmi z\u00e1le\u017eitostmi: dohl\u00ed\u017eej\u00ed na dal\u0161\u00ed za\u0159\u00edzen\u00ed, \u0159\u00edd\u00ed mechanick\u00e9 stroje, rozpozn\u00e1vaj\u00ed a vyu\u017e\u00edvaj\u00ed obr\u00e1zky, generuj\u00ed obsah (ne ve smyslu \u010dl\u00e1nk\u016f, ale ve smyslu t\u011bch fragment\u016f, kter\u00e9 jsou pot\u0159ebn\u00e9 pro pr\u00e1ci \u2014 zvuky, texty atd.). Tak\u017ee zat\u00edmco d\u0159\u00edve oper\u00e1tor pracoval s CNC stroj\u00edrenstv\u00edm a od incidentu k incidentu se st\u00e1val kvalifikovan\u011bj\u0161\u00edm, nyn\u00ed se role \u010dlov\u011bka sni\u017euje a kvalifikace stejn\u00fdch odborn\u00edk\u016f v pr\u016fmyslu rychle kles\u00e1.<\/p>\n<p>Zap\u00e1len\u00ed mo\u017enostmi ML a AI podnikatel\u00e9 zapom\u00ednaj\u00ed, \u017ee to je pouze k\u00f3d, kter\u00fd vymysleli a napsali lid\u00e9, a ten k\u00f3d bude proveden s p\u0159esnost\u00ed a \"od toho do toho\", bez nejmen\u0161\u00edch odchylek. Takto se ve v\u0161ech oborech \u2014 od medic\u00edny po va\u0161i kancel\u00e1\u0159skou pr\u00e1ci \u2014 ztr\u00e1c\u00ed pru\u017enost lidsk\u00e9ho my\u0161len\u00ed, hodnota kognitivn\u00edch funkc\u00ed a odborn\u00e1 expertn\u00ed schopnost. P\u0159edstavte si, co by se stalo, kdyby piloti z \"kuku\u0159i\u010dn\u00e9ho pole\" spol\u00e9hali v\u00fdhradn\u011b na autopilota? Tak i v podnik\u00e1n\u00ed \u2014 pouze lidsk\u00e9 my\u0161len\u00ed dok\u00e1\u017ee vytv\u00e1\u0159et inovace, metodiky, chyt\u0159e se p\u0159izp\u016fsobovat a efektivn\u011b pracovat v syst\u00e9mu \"\u010dlov\u011bk-\u010dlov\u011bk\" a \"\u010dlov\u011bk-stroj\". Nen\u00ed dobr\u00e9 slep\u011b se spol\u00e9hat na automatizaci.<\/p>\n<p><img decoding=\"async\" alt=\"Zabije automatizace?\" src=\"\/wp-content\/uploads\/2020\/02\/0617657f57b9c848dd927e8c23479d49.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>A v k\u00f3du se nesple\u0165te, ano?<\/i><\/p>\n<h3>Nen\u00ed to p\u0159\u00edli\u0161 lidsk\u00e9<\/h3>\n<p>\nSnad u\u017e mezi u\u017eivateli internetu nez\u016fstali ti, kte\u0159\u00ed se alespo\u0148 jednou nesetkali s boty: na webov\u00fdch str\u00e1nk\u00e1ch, v chatech, na soci\u00e1ln\u00edch s\u00edt\u00edch, v m\u00e9di\u00edch, na f\u00f3rech a jednotliv\u011b (s Alisou, Siri, Olegem, kone\u010dn\u011b). A pokud v\u00e1s ta \u00fa\u010dast minula, pak jste s telefonn\u00edmi roboty jist\u011b komunikovali. A skute\u010dn\u011b, p\u0159\u00edtomnost t\u011bchto elektronick\u00fdch oper\u00e1tor\u016f v podnik\u00e1n\u00ed pom\u00e1h\u00e1 odv\u00e9st z\u00e1t\u011b\u017e od mana\u017eera, zjednodu\u0161it jeho pr\u00e1ci a u\u010dinit ji rychlej\u0161\u00ed. Ale nevinn\u00e1 technologie, do kter\u00e9 se pustil i mal\u00fd podnik, se uk\u00e1zala b\u00fdt ne tak jednoduch\u00e1.<\/p>\n<p><img decoding=\"async\" alt=\"Zabije automatizace?\" src=\"\/wp-content\/uploads\/2020\/02\/88899e644eb91109eeaec933ad79d669.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nPodle zpr\u00e1vy CX Index 2018 odpov\u011bd\u011blo 75 % respondent\u016f, \u017ee ukon\u010dili vztah s firmou kv\u016fli negativn\u00ed zku\u0161enosti s chatem. To je znepokojiv\u00e9 \u010d\u00edslo! Vych\u00e1z\u00ed to, \u017ee spot\u0159ebitel (tj. ten, kdo firm\u011b p\u0159in\u00e1\u0161\u00ed pen\u00edze) nechce komunikovat s roboty.\u00a0<\/p>\n<p>A nyn\u00ed si poj\u010fme promyslet velmi obchodn\u00ed a dokonce PR \u00fakol. Tak\u017ee m\u00e1te svoji firmu, m\u00e1 skv\u011blou webovou str\u00e1nku - na str\u00e1nk\u00e1ch je chatbot, v n\u00e1pov\u011bd\u011b chatbot, na telefonu robot + IVR a dostat se k \u017eiv\u00e9mu promluv\u011b je t\u011b\u017ek\u00e9. Tak\u017ee se zd\u00e1, \u017ee tv\u00e1\u0159\u00ed spole\u010dnosti se st\u00e1v\u00e1... robot? To znamen\u00e1, \u017ee je bez tv\u00e1\u0159e. A v\u00edte, v IT oboru existuje ur\u010dit\u00fd trend humanizovat tuto novou tv\u00e1\u0159. Firmy vym\u00fd\u0161lej\u00ed technologick\u00e9ho maskota, obda\u0159uj\u00ed ho sympatick\u00fdmi rysy a p\u0159edstavuj\u00ed ho jako pomocn\u00edka. To je hrozn\u00fd trend, bezv\u00fdchodn\u00fd, za kter\u00fdm le\u017e\u00ed hlubok\u00e1 psychologick\u00e1 dilema: jak humanizovat n\u011bco, co jsme sami zbavili lidskosti?\u00a0<\/p>\n<p>Klient chce m\u00edt kontrolu nad procesem komunikace s firmou, chce \u017eiv\u00e9ho \u010dlov\u011bka s flexibiln\u00edm my\u0161len\u00edm, a ne tohle \u201eformulujte sv\u016fj dotaz je\u0161t\u011b jednou\u201c.\u00a0<\/p>\n<p>Uv\u00e1d\u00edm p\u0159\u00edklad ze \u017eivota.<\/p>\n<p>Alfa-Bank m\u00e1 velmi dobr\u00fd online chat v mobiln\u00ed aplikaci. Na po\u010d\u00e1tku jeho vzniku byl dokonce p\u0159\u00edsp\u011bvek na Xabru, ve kter\u00e9m se zmi\u0148ovaly lidsk\u00e9 vlastnosti oper\u00e1tor\u016f - vypadalo to p\u016fsobiv\u011b, bylo p\u0159\u00edjemn\u00e9 komunikovat, a od zn\u00e1m\u00fdch a v Runetu se ob\u010das objevoval nad\u0161en\u00ed ohledn\u011b toho. Bohu\u017eel, nyn\u00ed st\u00e1le \u010dast\u011bji odpov\u00edd\u00e1 chatbot podle kl\u00ed\u010dov\u00e9ho slova ve dotaze, co\u017e vyvol\u00e1v\u00e1 nep\u0159\u00edjemn\u00fd pocit opu\u0161t\u011bnosti, a nav\u00edc se velmi nal\u00e9hav\u00e9 ot\u00e1zky za\u010daly \u0159e\u0161it dlouho.\u00a0<\/p>\n<p>\u010c\u00edm byl dobr\u00fd chat Alfy? T\u00edm, \u017ee v centru je \u010dlov\u011bk, ne robot. Klienti jsou unaven\u00ed z robotizovan\u00e9, mechanick\u00e9 komunikace - dokonce i introverti. Proto\u017ee robot... je hloup\u00fd a bezduch\u00fd, pouh\u00fd algoritmus.\u00a0<\/p>\n<p>Hyperautomatizace komunikace se z\u00e1kazn\u00edky vede k frustraci a ztr\u00e1t\u011b loajality.\u00a0<\/p>\n<h3>Procesy pro procesy<\/h3>\n<p>\nAutomatizace je v\u00e1zan\u00e1 na jednotliv\u00e9 procesy ve firm\u011b \u2014 a \u010d\u00edm v\u00edce proces\u016f je automatizov\u00e1no, t\u00edm l\u00e9pe, proto\u017ee firma se zbavuje probl\u00e9m\u016f s rutinn\u00edmi \u00fakoly. Ale pokud za procesy nestoj\u00ed lid\u00e9, kte\u0159\u00ed rozum\u00ed tomu, jak funguj\u00ed, jak\u00e9 principy jsou jejich z\u00e1kladem, jak\u00e1 omezen\u00ed a selh\u00e1n\u00ed mohou v procesu nastat, stane se proces zajatcem firmy. Pr\u00e1v\u011b proto je lep\u0161\u00ed, kdy\u017e procesy a automatizaci prov\u00e1d\u00ed intern\u00ed t\u00fdm ve spolupr\u00e1ci s v\u00fdvoj\u00e1\u0159em automatiza\u010dn\u00edho syst\u00e9mu, nikoli extern\u00ed poradci. Ano, je to pracn\u00e9, ale nakonec spolehliv\u00e9 a efektivn\u00ed.<\/p>\n<p>Pokud m\u00e1te nastaven\u00e9 procesy, ale nem\u00e1te nikoho, kdo by se v nich vyznal, p\u0159i prvn\u00edm selh\u00e1n\u00ed dojde k chaosu, budou nespokojen\u00ed z\u00e1kazn\u00edci, ztracen\u00e9 \u00fakoly \u2014 zkr\u00e1tka tot\u00e1ln\u00ed bordel. Proto je nezbytn\u00e9 vytv\u00e1\u0159et intern\u00ed odborn\u00e9 znalosti a jmenovat vlastn\u00edky proces\u016f, kte\u0159\u00ed je budou kontrolovat a prov\u00e1d\u011bt zm\u011bny. Automatizace bez lid\u00ed, zejm\u00e9na v operativn\u00ed \u010dinnosti firmy, je st\u00e1le m\u00e1lo \u00fa\u010dinn\u00e1.<\/p>\n<p>Automatizace pouze pro automatizaci je slep\u00e1 uli\u010dka, kde nen\u00ed ani zisk, ani u\u017eitek. Pokud se na z\u00e1klad\u011b toho rozhodnete propou\u0161t\u011bt zam\u011bstnance, proto\u017ee \"n\u011bco se ud\u011bl\u00e1 samo\", situace se je\u0161t\u011b zhor\u0161\u00ed. Je tedy t\u0159eba hledat rovnov\u00e1hu: mezi cenn\u00fdm n\u00e1strojem 21. stolet\u00ed, automatizac\u00ed, a nejcenn\u011bj\u0161\u00edm aktivem na\u0161\u00ed doby \u2014 lidmi.\u00a0<\/p>\n<p>Celkov\u011b jsem skon\u010dil \ud83d\ude09\u00a0<\/p>\n<p><img decoding=\"async\" alt=\"Zabije automatizace?\" src=\"\/wp-content\/uploads\/2020\/02\/143fc095f176fa56cb062653dfaa5a68.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>Zdroj: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/regionsoft\/blog\/485990\/\">habr.com<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u00ab\u0427\u0440\u0435\u0437\u043c\u0435\u0440\u043d\u0430\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0431\u044b\u043b\u0430 \u043e\u0448\u0438\u0431\u043a\u043e\u0439.\u00a0 \u0415\u0441\u043b\u0438 \u0431\u044b\u0442\u044c \u0442\u043e\u0447\u043d\u044b\u043c \u2014 \u043c\u043e\u0435\u0439 \u043e\u0448\u0438\u0431\u043a\u043e\u0439.\u00a0 \u041b\u044e\u0434\u0438 \u043d\u0435\u0434\u043e\u043e\u0446\u0435\u043d\u0435\u043d\u044b.\u00bb \u0418\u043b\u043e\u043d \u041c\u0430\u0441\u043a \u042d\u0442\u0430 \u0441\u0442\u0430\u0442\u044c\u044f \u043c\u043e\u0436\u0435\u0442 \u0432\u044b\u0433\u043b\u044f\u0434\u0435\u0442\u044c, \u043a\u0430\u043a \u0432\u044b\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438\u0435 \u043f\u0447\u0451\u043b \u043f\u0440\u043e\u0442\u0438\u0432 \u043c\u0451\u0434\u0430. \u0414\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e, \u0441\u0442\u0440\u0430\u043d\u043d\u043e: \u043c\u044b 19 \u043b\u0435\u0442 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043b\u0438 \u0431\u0438\u0437\u043d\u0435\u0441 \u0438 \u0432\u0434\u0440\u0443\u0433 \u043d\u0430 \u0425\u0430\u0431\u0440\u0435 \u0432 \u043f\u043e\u043b\u043d\u044b\u0439 \u0440\u043e\u0441\u0442 \u0437\u0430\u044f\u0432\u043b\u044f\u0435\u043c \u043e \u0442\u043e\u043c, \u0447\u0442\u043e \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u043e\u043f\u0430\u0441\u043d\u0430. \u041d\u043e \u044d\u0442\u043e \u043d\u0430 \u043f\u0435\u0440\u0432\u044b\u0439 \u0432\u0437\u0433\u043b\u044f\u0434. \u041f\u0435\u0440\u0435\u0431\u043e\u0440 \u043f\u043b\u043e\u0445 \u0432\u043e \u0432\u0441\u0435\u043c: \u0432 \u043b\u0435\u043a\u0430\u0440\u0441\u0442\u0432\u0430\u0445, \u0441\u043f\u043e\u0440\u0442\u0435, [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":40537,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-40536","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u00ab\u0427\u0440\u0435\u0437\u043c\u0435\u0440\u043d\u0430\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0431\u044b\u043b\u0430 \u043e\u0448\u0438\u0431\u043a\u043e\u0439. \u0415\u0441\u043b\u0438 \u0431\u044b\u0442\u044c \u0442\u043e\u0447\u043d\u044b\u043c \u2014 \u043c\u043e\u0435\u0439 \u043e\u0448\u0438\u0431\u043a\u043e\u0439. \u041b\u044e\u0434\u0438 \u043d\u0435\u0434\u043e\u043e\u0446\u0435\u043d\u0435\u043d\u044b.\u00bb \u0418\u043b\u043e\u043d \u041c\u0430\u0441\u043a \u042d\u0442\u0430 \u0441\u0442\u0430\u0442\u044c\u044f \u043c\u043e\u0436\u0435\u0442 \u0432\u044b\u0433\u043b\u044f\u0434\u0435\u0442\u044c, \u043a\u0430\u043a \u0432\u044b\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438\u0435 \u043f\u0447\u0451\u043b \u043f\u0440\u043e\u0442\u0438\u0432 \u043c\u0451\u0434\u0430.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Yuri Gagarin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/prohoster.info\/cs\/blog\/avtomatizacziya-ubivaet\" \/>\n\t\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.3\" \/>\n\t\t<meta property=\"og:locale\" content=\"cs_CZ\" \/>\n\t\t<meta property=\"og:site_name\" content=\"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\ud83e\udd47\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0443\u0431\u0438\u0432\u0430\u0435\u0442? 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