{"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\/sk\/blog\/avtomatizacziya-ubivaet","title":{"rendered":"Automatiz\u00e1cia zab\u00edja?","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><i>\u201eNadm\u011brn\u00e1 automatizace byla chybou.\u00a0<br \/>\nPokud jsem p\u0159esn\u00fd \u2014 byla to moje chyba.\u00a0<br \/>\nLid\u00e9 jsou podce\u0148ov\u00e1ni.\u201c<br \/>\nElon Musk<\/i><\/p>\n<p>Tento \u010dl\u00e1nek m\u016f\u017ee vypadat jako vystoupen\u00ed v\u010del proti medu. Opravdu divn\u00e9: 19 let jsme automatizovali podnik\u00e1n\u00ed a najednou na Habru v pln\u00e9 s\u00edle prohla\u0161ujeme, \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, strav\u011b, bezpe\u010dnosti, hazardn\u00edch hr\u00e1ch atd. Automatizace nen\u00ed v\u00fdjimka. Modern\u00ed trendy v n\u00e1r\u016fstu 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. Hyper automatizace \u2014 nov\u00fd riziko pro spole\u010dnosti. Poj\u010fme prodiskutovat, pro\u010d.<\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/regionsoft\/blog\/485990\/\"><img decoding=\"async\" alt=\"Automatiz\u00e1cia zab\u00edja?\" src=\"\/wp-content\/uploads\/2020\/02\/099cc8dcaf1dfc965270ad57f760bf44.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><br \/>\n<i>Zdalo sa, zdalo sa\u2026<\/i><br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h2>Automatizace je skv\u011bl\u00e1<\/h2>\n<p>\nAutomatizace k n\u00e1m p\u0159i\u0161la v podob\u011b, jakou ji zn\u00e1me, skrze hou\u0161tiny t\u0159\u00ed v\u011bdeckotechnick\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 v\u00fdrobk\u016f roste \u2014 automatizace zaji\u0161\u0165uje p\u0159esn\u00fd, st\u00e1le dokonalej\u0161\u00ed mechanismus v\u00fdroby, lidsk\u00fd faktor je vylou\u010den tam, kde je pot\u0159ebn\u00e1 maxim\u00e1ln\u00ed p\u0159esnost.\n<\/li>\n<li>Jasn\u00e9 pl\u00e1nov\u00e1n\u00ed \u2014 s automatizac\u00ed lze p\u0159edem stanovit objemy v\u00fdroby, stanovit pl\u00e1n a p\u0159i dostupn\u00fdch zdroj\u00edch ho dodr\u017eet v\u010das.\n<\/li>\n<li>R\u016fst produktivity na pozad\u00ed sni\u017eov\u00e1n\u00ed pracnosti postupn\u011b vede ke sni\u017eov\u00e1n\u00ed n\u00e1klad\u016f na v\u00fdrobky, \u010din\u00ed kvalitu dostupnou.\n<\/li>\n<li>Pr\u00e1ce se stala v\u00fdrazn\u011b bezpe\u010dn\u011bj\u0161\u00ed \u2014 na nejnebezpe\u010dn\u011bj\u0161\u00edch m\u00edstech je \u010dlov\u011bk nahrazen automatikou, technologie chr\u00e1n\u00ed zdrav\u00ed a \u017eivoty ve 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. K tomu existuj\u00ed CRM, ERP, BPMS, PM a ostatn\u00ed zoo syst\u00e9m\u016f automatizace pro podnik\u00e1n\u00ed.\n<\/li>\n<\/ul>\n<p>\nO \u017e\u00e1dn\u00e9m potenci\u00e1ln\u00edm po\u0161kozen\u00ed nemohla b\u00fdt ani \u0159e\u010d!<\/p>\n<h2>Tesla se otev\u0159en\u011b vyj\u00e1d\u0159ila k probl\u00e9mu<\/h2>\n<p>\nT\u00e9ma hyper automatizace bylo diskutov\u00e1no i d\u0159\u00edve, ale do aktivn\u00ed f\u00e1ze diskurzu se dostalo, kdy\u017e spole\u010dnost Tesla utrp\u011bla finan\u010dn\u00ed fiasko s uveden\u00edm na trh automobilu Tesla Model 3.<\/p>\n<p>Mont\u00e1\u017e automobilov bola \u00faplne automatizovan\u00e1 a o\u010dak\u00e1valo sa, \u017ee roboty vyrie\u0161ia v\u0161etky probl\u00e9my. V skuto\u010dnosti v\u0161ak veci skomplikovali \u2014 v ur\u010ditom momente, ke\u010f sa spolo\u010dnos\u0165 spoliehala na robotov\u00fdch mont\u00e9rov, nedok\u00e1zala zv\u00fd\u0161i\u0165 v\u00fdrobn\u00e9 kapacity. Syst\u00e9m p\u00e1sov\u00fdch konvektorov sa uk\u00e1zal ako neprimerane zlo\u017eit\u00fd a tov\u00e1re\u0148 vo Fremont (Kalifornia) \u010delila naliehavej potrebe optimaliz\u00e1cie v\u00fdroby a n\u00e1boru kvalifikovan\u00e9ho person\u00e1lu. \u201eMali sme bl\u00e1zniv\u00fa, zlo\u017eit\u00fa sie\u0165 p\u00e1sov a nefungovala. Preto sme sa rozhodli zbavi\u0165 sa toho v\u0161etk\u00e9ho,\u201c komentoval pr\u00edbeh Musk. Je to symbolick\u00e1 situ\u00e1cia pre automobilov\u00fd priemysel a mysl\u00edm, \u017ee sa stane u\u010debnicovou.<\/p>\n<p><img decoding=\"async\" alt=\"Automatiz\u00e1cia zab\u00edja?\" src=\"\/wp-content\/uploads\/2020\/02\/1acefd90ac54efc0ac76f394ec517929.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Mont\u00e1\u017ena diel\u0148a Tesla vo Fremontskej tov\u00e1rni<\/i><\/p>\n<p>A ak\u00fd to m\u00e1 s\u00favis so mal\u00fdm a stredn\u00fdm podnikan\u00edm v Rusku a SNS, ktor\u00e9 je automatizovan\u00e9 menej ako 8-10% firiem? Je lep\u0161ie zisti\u0165 probl\u00e9m sk\u00f4r, ne\u017e sa dotkne va\u0161ej spolo\u010dnosti, najm\u00e4 ke\u010f niektor\u00e9, aj ve\u013emi mal\u00e9 firmy, dok\u00e1\u017eu automatizova\u0165 v\u0161etko a obetova\u0165 na olt\u00e1r automatiz\u00e1cie \u013eudsk\u00e9 kari\u00e9ry, peniaze, \u010das a medzi\u013eudsk\u00e9 vz\u0165ahy v t\u00edme. V tak\u00fdchto spolo\u010dnostiach za\u010d\u00edna vl\u00e1dnu\u0165 a rozhodova\u0165 jeho veli\u010denstvo Algoritmus.\u00a0<\/p>\n<h4>P\u00e4\u0165 riadkov reklamy<\/h4>\n<p>\nSme za rozumn\u00fa a odborn\u00fa automatiz\u00e1ciu, preto 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\u00fa univerz\u00e1lnu CRM v 6 ed\u00edci\u00e1ch pre mal\u00e9 a stredn\u00e9 podnikanie\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 ticketov\u00fd syst\u00e9m a mini-CRM s okam\u017eit\u00fdm spusten\u00edm 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 pre medi\u00e1lne a reklamn\u00e9 holdingy a prev\u00e1dzkovate\u013eov vonkaj\u0161ej reklamy; skuto\u010dn\u00e9 odvetvov\u00e9 rie\u0161enie s medi\u00e1lnym pl\u00e1novan\u00edm a \u010fal\u0161\u00edmi funkciami.\n<\/li>\n<\/ul>\n<h2>Ako sa to v\u00f4bec m\u00f4\u017ee sta\u0165?<\/h2>\n<p>\nProstriedky automatiz\u00e1cie ak\u00e9hoko\u013evek podnikania sa stali technologicky a finan\u010dne dostupn\u00fdmi, mnoh\u00ed majitelia firiem ich za\u010dali pova\u017eova\u0165 za kargho-kult: ak v\u0161etko bud\u00fa robi\u0165 roboty a programy, nebud\u00fa \u017eiadne chyby, v\u0161etko bude bezprobl\u00e9mov\u00e9 a dokonale. Niektor\u00ed ved\u00faci pracovn\u00edci pozeraj\u00fa na technol\u00f3gie ako na \u017eiv\u00fdch \u013eud\u00ed, a dod\u00e1vatelia ich \u201epodnecuj\u00fa\u201c: CRM pred\u00e1 samo, s ERP sa zdroje samy rozdelia, WMS urob\u00ed poriadok na va\u0161om sklade... Tak\u00e9to ch\u00e1panie automatiz\u00e1cie sa uk\u00e1zalo ako nebezpe\u010dn\u00e9 pre t\u00fdch, ktor\u00ed sa stali slep\u00fdmi adeptmi. Nakoniec spolo\u010dnos\u0165 bezhlavo nakupuje v\u0161etko, \u010do m\u00f4\u017ee nahradi\u0165 \u013eud\u00ed a\u2026 z\u00edskava absol\u00fatne paralyzovan\u00fa IT infra\u0161trukt\u00faru.<\/p>\n<h2>\u010c\u00edm je nebezpe\u010dn\u00e1 hyperautomatiz\u00e1cia?<\/h2>\n<p>\nNadmern\u00e1 automatiz\u00e1cia (alebo hyperautomatiz\u00e1cia) \u2014 to je automatiz\u00e1cia (v\u00fdroby, opera\u010dnej \u010dinnosti, anal\u00fdz at\u010f.), ktor\u00e1 vedie k neefekt\u00edvnosti. Naj\u010dastej\u0161ie nast\u00e1va tak\u00e1 situ\u00e1cia, ak automatizovan\u00fd proces nezoh\u013ead\u0148uje \u013eudsk\u00fd faktor.<\/p>\n<h3>Mozgy vysychaj\u00fa<\/h3>\n<p>\nStrojov\u00e9 u\u010denie a umel\u00e1 inteligencia (ML a AI) u\u017e na\u0161li svoje uplatnenie v priemysle, v bezpe\u010dnosti, na doprave a dokonca aj vo ve\u013ek\u00fdch ERP a CRM (scoring obchodov, predpovedanie cesty z\u00e1kazn\u00edka, kvalifik\u00e1cia potenci\u00e1lnych z\u00e1kazn\u00edkov). Tieto technol\u00f3gie rie\u0161ia nielen ot\u00e1zky kontroly kvality a bezpe\u010dnosti, ale aj sa zaoberaj\u00fa celkom \u013eudsk\u00fdmi \u010dinnos\u0165ami: sleduj\u00fa in\u00e9 zariadenia, riadia mechanick\u00e9 stroje, rozpozn\u00e1vaj\u00fa a vyu\u017e\u00edvaj\u00fa obr\u00e1zky, generuj\u00fa obsah (nie v zmysle \u010dl\u00e1nku, ale v zmysle t\u00fdch fragmentov, ktor\u00e9 s\u00fa potrebn\u00e9 na pr\u00e1cu \u2014 zvuky, texty at\u010f.). T\u00fdmto sp\u00f4sobom, ak predt\u00fdm oper\u00e1tor pracoval s CNC strojom a od incidentu k incidentu sa st\u00e1val kvalifikovanej\u0161\u00edm, teraz sa \u00faloha \u010dloveka zni\u017euje a kvalifik\u00e1cia t\u00fdch ist\u00fdch majstrov v priemysle prudko kles\u00e1.<\/p>\n<p>O\u010daren\u00ed mo\u017enos\u0165ami ML a AI podnikatelia zab\u00fadaj\u00fa, \u017ee to je len k\u00f3d, ktor\u00fd vymysleli a nap\u00edsali \u013eudia, a k\u00f3d sa vykon\u00e1 presne a \"od tohto do tohto\", bez najmen\u0161\u00edch odch\u00fdlok. Tak sa vo v\u0161etk\u00fdch oblastiach \u2014 od medic\u00edny po va\u0161u kancel\u00e1rsku pr\u00e1cu \u2014 str\u00e1ca flexibilita \u013eudsk\u00e9ho myslenia, hodnota kognit\u00edvnych funkci\u00ed a profesion\u00e1lna odbornos\u0165. Predstavte si, \u010do by sa stalo, keby piloti z \"kukuri\u010dn\u00e9ho po\u013ea\" spo\u013eahli v\u00fdlu\u010dne na autopilota? Rovnako v biznise \u2014 len \u013eudsk\u00e9 myslenie dok\u00e1\u017ee vytv\u00e1ra\u0165 inov\u00e1cie, metodol\u00f3gie, poctivo sa prizna\u0165 a efekt\u00edvne pracova\u0165 v syst\u00e9me \"\u010dlovek-\u010dlovek\" a \"\u010dlovek-stroj\". Netreba slepo d\u00f4verova\u0165 automatiz\u00e1cii.<\/p>\n<p><img decoding=\"async\" alt=\"Automatiz\u00e1cia zab\u00edja?\" src=\"\/wp-content\/uploads\/2020\/02\/0617657f57b9c848dd927e8c23479d49.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>A v k\u00f3de sa tam nezab\u00fadajte, dobre?<\/i><\/p>\n<h3>Nie\u010do nie je \u013eudsk\u00e9<\/h3>\n<p>\nSn\u00e1\u010f medzi pou\u017e\u00edvate\u013emi internetu u\u017e niet t\u00fdch, ktor\u00ed by sa aspo\u0148 raz nestretli s botmi: na webov\u00fdch str\u00e1nkach, v chatovac\u00edch miestnostiach, v soci\u00e1lnych sie\u0165ach, v m\u00e9di\u00e1ch, na f\u00f3rach a samostatne (s Alisou, Siri, Olegom, kone\u010dne). A ak v\u00e1s t\u00e1to \u00fadalos\u0165 ob\u00edde, ur\u010dite ste komunikovali s telefonick\u00fdmi robotmi. A naozaj, pr\u00edtomnos\u0165 tak\u00fdch elektronick\u00fdch oper\u00e1torov v biznise pom\u00e1ha od\u013eah\u010di\u0165 mana\u017e\u00e9ra, urobi\u0165 jeho pr\u00e1cu jednoduch\u0161ou a r\u00fdchlej\u0161ou. Ale nevinn\u00e1 technol\u00f3gia, do ktorej sa zapojil aj mal\u00fd biznis, sa uk\u00e1zala by\u0165 nie tak jednoduchou.<\/p>\n<p><img decoding=\"async\" alt=\"Automatiz\u00e1cia zab\u00edja?\" src=\"\/wp-content\/uploads\/2020\/02\/88899e644eb91109eeaec933ad79d669.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nPod\u013ea spr\u00e1vy CX Index 2018 75% respondentov odpovedalo, \u017ee ukon\u010dili vz\u0165ah s firmou kv\u00f4li negat\u00edvnej sk\u00fasenosti s chatom. To je znepokojuj\u00face \u010d\u00edslo! Vych\u00e1dza z toho, \u017ee spotrebite\u013e (teda ten, kto prin\u00e1\u0161a peniaze firme) nechce komunikova\u0165 s robotmi.\u00a0<\/p>\n<p>A teraz si polo\u017eme celkom komer\u010dn\u00fa a dokonca PR \u00falohu. Tu je va\u0161a spolo\u010dnos\u0165, m\u00e1 skvel\u00fa webov\u00fa str\u00e1nku \u2014 na str\u00e1nke je chatbot, v n\u00e1povede chatbot, na telef\u00f3ne robot + IVR a \"dosta\u0165 sa\" k \u017eiv\u00e9mu rozhovoru je \u0165a\u017ek\u00e9. Tak\u017ee sa ukazuje, \u017ee tv\u00e1rou spolo\u010dnosti sa st\u00e1va... robot? To znamen\u00e1, \u017ee je to bez tv\u00e1re. A viete, v IT odvetv\u00ed je ur\u010dit\u00fd trend humanizova\u0165 t\u00fato nov\u00fa tv\u00e1r. Spolo\u010dnosti vym\u00fd\u0161\u013eaj\u00fa technologick\u00e9ho maskota, obdar\u00favaj\u00fa ho sympatick\u00fdmi \u010drtami a prezentuj\u00fa ho ako pomocn\u00edka. To je hrozn\u00fd trend, bezv\u00fdchodiskov\u00fd, za ktor\u00fdm je hlbok\u00e1 psychologick\u00e1 dilema: ako humanizova\u0165 to, \u010do sme sami zbavili \u013eudskosti?\u00a0<\/p>\n<p>Klient chce ma\u0165 kontrolu nad procesom komunik\u00e1cie so spolo\u010dnos\u0165ou, chce \u017eiv\u00e9ho \u010dloveka s flexibiln\u00fdm myslen\u00edm, a nie len \u201eformulujte svoju \u017eiados\u0165 znova\u201c.\u00a0<\/p>\n<p>Uvediem pr\u00edklad z praxe.<\/p>\n<p>Alpha Bank m\u00e1 ve\u013emi dobr\u00fd online chat v mobilnej aplik\u00e1cii. Na za\u010diatku jeho fungovania bol dokonca pr\u00edspevok na Habre, v ktorom sa zd\u00f4raz\u0148ovala \u013eudskos\u0165 oper\u00e1torov \u2014 vyzeralo to p\u00f4sobivo, komunik\u00e1cia bola pr\u00edjemn\u00e1, z okruhu zn\u00e1mych v RuNetu sa \u010dasto objavoval nad\u0161enie oh\u013eadom tejto slu\u017eby. \u017dia\u013e, teraz \u010doraz \u010dastej\u0161ie odpoved\u00e1 chatbot na z\u00e1klade k\u013e\u00fa\u010dov\u00e9ho slova v ot\u00e1zke, \u010do sp\u00f4sobuje nepr\u00edjemn\u00fd pocit opustenia, a navy\u0161e sa mimoriadne urgentn\u00e9 ot\u00e1zky za\u010dali rie\u0161i\u0165 dlho.\u00a0<\/p>\n<p>\u010c\u00edm bol dobr\u00fd chat Alphy? T\u00fdm, \u017ee v jeho centre stoj\u00ed \u010dlovek a nie bot. Klienti sa unavili z robotizovanej, mechanickej komunik\u00e1cie \u2014 dokonca aj introverti. Preto\u017ee bot\u2026 je hl\u00fapy a bezduch\u00fd, len algoritmus.\u00a0<\/p>\n<p>Tak\u017ee hyperautomatiz\u00e1cia komunik\u00e1cie so z\u00e1kazn\u00edkmi vedie k sklamaniu a strate lojality.\u00a0<\/p>\n<h3>Procesy pre procesy<\/h3>\n<p>\nAutomatiz\u00e1cia je zalo\u017een\u00e1 na jednotliv\u00fdch procesoch vo firme \u2014 a \u010d\u00edm viac procesov je automatizovan\u00fdch, t\u00fdm lep\u0161ie, preto\u017ee firma sa zbavuje probl\u00e9mov s rutinn\u00fdmi \u00falohami. Ale ak za procesmi nestoj\u00ed nikto, kto rozumie, ako funguj\u00fa, ak\u00e9 princ\u00edpy ich ovplyv\u0148uj\u00fa, ak\u00e9 obmedzenia a poruchy m\u00f4\u017eu nasta\u0165 v priebehu, proces urob\u00ed z firmy svojho rukojemn\u00edka. Presne z tohto d\u00f4vodu je lep\u0161ie, ak procesy a automatiz\u00e1ciu spracov\u00e1va niekto z vonku, ale pracovn\u00e1 skupina vo firme v spolupr\u00e1ci s dod\u00e1vate\u013eom automatiza\u010dn\u00e9ho syst\u00e9mu. \u00c1no, vy\u017eaduje to \u00fasilie, ale nakoniec to je spo\u013eahliv\u00e9 a efekt\u00edvne.<\/p>\n<p>Ak m\u00e1te nastaven\u00e9 procesy, ale nem\u00e1te niekoho, kto sa v nich vyzn\u00e1, pri prvej poruche sa objav\u00ed probl\u00e9m, bud\u00fa nespokojn\u00ed klienti, straten\u00e9 pracovn\u00e9 \u00falohy \u2014 vznikne \u00fapln\u00fd chaos. Preto je nevyhnutn\u00e9 vytvori\u0165 intern\u00fa expert\u00edzu a vymenova\u0165 spr\u00e1vcov procesov, ktor\u00ed ich bud\u00fa kontrolova\u0165 a vykon\u00e1va\u0165 zmeny. Automatiz\u00e1cia bez \u010dloveka, najm\u00e4 v opera\u010dnej \u010dinnosti firmy, je st\u00e1le m\u00e1lo \u00fa\u010dinn\u00e1.<\/p>\n<p>Automatiz\u00e1cia pre automatiz\u00e1ciu je slep\u00e1 ulica, v ktorej niet zisku ani \u00fa\u017eitku. Ak sa v tomto kontexte rozhodnete zni\u017eova\u0165 po\u010det zamestnancov, preto\u017ee \"nie\u010do sa postar\u00e1 samo\", situ\u00e1cia sa e\u0161te zhor\u0161\u00ed. Preto je d\u00f4le\u017eit\u00e9 h\u013eada\u0165 rovnov\u00e1hu: medzi cenn\u00fdm prostriedkom 21. storo\u010dia, automatiz\u00e1ciou, a cenn\u00fdm akt\u00edvom na\u0161ich \u010dias \u2014 \u013eu\u010fmi.\u00a0<\/p>\n<p>Celkove som skon\u010dil \ud83d\ude09\u00a0<\/p>\n<p><img decoding=\"async\" alt=\"Automatiz\u00e1cia zab\u00edja?\" 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 5.0.4 - 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\/sk\/blog\/avtomatizacziya-ubivaet\" \/>\n\t\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.4\" \/>\n\t\t<meta property=\"og:locale\" content=\"sk_SK\" \/>\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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