Kwimeko apho i-impuls ye-digital ihamba zonke iinkalo ze-existence, imizuzu emininzi yeengxaki zithunyelwa kwihlabathi. Kwimeko ye-harmony emangalisayo, i-Hardik Mahant ibonakala ngokucacileyo njenge-one of the few thinkers committed to making failure virtually irrelevant. Those who have worked with him tend to speak of him as "somebody who dreams in systems and thinks in humans." Iingcebiso zayo akuyona kuphela i-tech-modernized—they have redefined how machines self-nourish. KwiMahant, i-visions yayisuka kwi-realization ebandayo kodwa ebandayo kwizinsuku zokuqala zayo: "Kuba ukhangela into yokutshala ngaphambi kokuguqulwa? " Le ingxubevange yeengxubevange yandisa uhambo elidibanisa indlela yokusebenza kwe-intelligent infrastructure namhlanje. Kwi-environment apho i-data centers kunye ne-web ecosystems zithintela ukuxubana ngokunyaniseka, uye wahlala i-playbook. Ngaphandle kokufumelela kwi-patchwork yabantu kunye ne-reactive monitoring, uye ndicinga ukuba ngosuku omnye iinkqubo ziya kufumana izifo zayo kunye ne-self-healing ngaphambi kokufumana umntu. Ukusuka kwiminyaka embalwa, iimvavanyo kunye ne-iteration. Umphumela - iinkqubo ze-machine-learning eyenziwe ngempumelelo yokulawula i-hardware, i-applications, kunye ne-infrastructure-ukunciphisa ukuxhaswa kwe-manual ngaphezulu kwe-60 ngexesha. "Sikwazi ukunciphisa kuphela iinkqubo," uMahant ngexesha elandelayo. "Sikufundisa ukuxhaswa. " Ukusetyenziswa kwe-Software Engineering, i-Artificial Intelligence, kunye ne-Distributed Systems kwindawo engapheliyo kunokuba i-discipline eyodwa kuphela. Iinkampani ezininzi kwiinkontini ziye ziye ziye ziye ziye ziye ziye ziye ziye ziye ziye zihlanganise i-event management platforms - izixhobo ziye zihlanganisa i-observability, i-asset intelligence, kunye neengxaki ze-autonomous phantsi kwelanga elinye. Ezi iinkqubo ziye zibonakalisa iimeko; ziye ziye zenza iinkqubo, zibonise iindlela ze-corrupt, kunye nokuguqula iinkqubo ze-workloads ngexesha elifanelekileyo - zonke ngaphandle kokungafanisa umntu. I Iimpawu zayo zihlanganisa kuphela kwi-algorithms, kodwa kwi-empathy—umthamo yokufunda njani iingcebiso zomntu zibonisa kwi-digital logic. I-analytics ye-predictive ayikho i-buzzword ehlabathini wakhe; i-philosophy eyenza i-foresight kunye ne-practicality. "I-technology kufuneka zibonise, " kodwa kufuneka zibonise kunye ne-empathy-for the people dependent on it." Izixhobo zayo ezidlulileyo zihlanganisa i-DNA ye-simplicity meeting intelligence. Kwiminyaka ezidlulileyo, xa i-shopping ye-intanethi iye yandipha kunye ne-usability ye-user, i-Mahant yenzelwe iinkqubo ze-payment kunye ne-check-out ezidlulileyo kwi-digital commerce. Iimodeli ebonakalayo ye-"guest checkout" - i-fast, seamless, kunye ne-stress- yaba phakathi kwizakhiwo zokuqala zayo. Abaninzi abalandeli kwimveliso yokuqala zithi ukuba i-transactions ezincinciphisa i-60% kwi-conversions phantse ngexesha elide. Kwimeko kunye ne-code room, i-Mahant ibonelela umgangatho omnqweno. I-Data ibonelela amaqela zayo nangokuqhawuleza ukuba bafumane i-system, njengoko i-organism ebonakalayo. I-a long-time collaborator wabhala, "Ukuhlawula i-infrastructure njengoko i-community - ibonelela, ukwandisa, kwiziphi na iingxaki, kodwa uvule ngokuqinisekileyo kakhulu." Le nkqubo ye-human - i-machines njengoko i-system ebonakalayo - ibonakalisa kakhulu kwimveliso yayo ezidlulileyo. Ngezantsi kwe-cap, i-frameworks yayo isetyenzise iinkqubo ezininzi ezihlangeneyo zehlabathi bethu: i-Python, i-Go, i-Java, i-Spark, kunye ne-Kubernetes, zihlanganisa ukuhanjiswa kwizigidi zeengxaki ze-telemetry ngosuku zonke. Ezi i-frameworks ayidinga nje ukuyifundisa-ukufunda. Zonke i-anomaly ezivulwe, zonke i-transaction ezisetyenziswa, i-enrich their understanding. Ngaphezulu kwimeko yobugcisa yayo. Iimveliso zayo ze-architectural zilungiselela ngokucacileyo iinkqubo ze-modernization ezininzi zeengcali ezininzi zehlabathi - ukusuka kwizigidi ze-finance ukuya kwiinkampani ze-logistics zehlabathi. Kodwa ngoko ke oku kuthetha kakhulu i-balance ye-performance kunye ne-sustainability yayo. Iimpompo zayo zithintela i-energy waste, i-hardware lifecycle, kunye nokunciphisa i-carbon footprint-ngokuthe ngexesha le-operational uptime ukuya kwizinga le-record. Ukubuyekezwa kweMahant kunika ukubuyekeza iinkqubo ukuba ziyafumaneka, ezigqongileyo, kwaye engabonakaliwe - isibambiswano esemgangathweni yobuchwepheshe. "Ukuba akukho ingxaki," ucinga, "ukuba uyazi ukuba iyasebenza." Njengoko iinkampani ziyafumaneka kwi-infrastructure epheleleyo ye-autonomous, umsebenzi wakhe elidlulileyo inqakraza iintlobo kwakhona. Uyaziqhelekanga ekuthuthukiseni i-AI ye-operations - iinkqubo ezikhoyo akuyona kuphela, kodwa inokufuneka ukucacisa ukuba yintloko ilungele. I-blend ye-logic, yokufunda kunye ne-clarity eyenza ukuba abaninzi baye zihlanganisa ibhetri elandelayo ye-intelligence ye-enterprise. I-Mahant's trajectory ibonelela ukuba ubuchwepheshe, kwi-core yayo, ibonelela umntu. Nangona kunzima ukufundisa isizathu, kunokuba ibonelela amandla lethu yokufuneka, ukufikelela, kunye nokuphucula. I-story yayo ibonise i-truth epheleleyo: izixeko ezininzi zokuguqula asusela kumatshini - zifumaneka kwi-mind human that dares to imagine what is possible.

The is an opinion piece based on the author’s POV and does not necessarily reflect the views of HackerNoon.

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I-Engineering Intelligence: I-Visionary ye-Autonomic Infrastructure kunye ne-Fluid Digital Evolution

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