I-Method yenza iingcebiso kunye namaxabiso ezininzi ngaphandle kokucacisa i-semantics yayo 
 
 TL;DR: Ukukhusela iinombolo Magic ngaphandle kokucaciswa. Unamathele isiseko yayo kwaye unamathele kakhulu ukuguqulwa. TL;DR: Ukukhusela iinombolo Magic ngaphandle kokucaciswa. Unamathele isiseko yayo kwaye unamathele kakhulu ukuguqulwa. Iimpawu 
 
 
 
 Ukucinga Ubuncinane Testing Ukucaciswa okunciphisa izixazululo 
 
 
 
 Ukubhalisa i-constant kunye ne-semantic kunye ne-name (i-meaningful kunye ne-intention revealing). Ukuguqula i-constants nge-parameters, ukuze ufumane kubo ukusuka emzimbeni. I-definition ye-constante ikakhulu i-object eyahlukileyo kunokuba i-ab-user. Ukucaciswa ️ https://hackernoon.com/improving-the-code-one-line-at-a-time?embedable=true https://hackernoon.com/refactoring-025-decompose-regular-expressions?embedable=true Umzekelo 
 
 I-Algorithm ye-Hyper Parameters Umzekelo Iimpawu ze-magic zithunyelwe ngqo kwi-code yakho ngaphandle kokubonisa. Zifumaneka kwi-algorithms, i-rules ye-configuration, okanye i-logic ye-business njenge-values ye-numeric engabonakaliweyo. Kwixesha lokuqala, bakwazi ukufikelela ngokukhawuleza ukuyifaka, kodwa ngexesha lokugqibela ziya kubonakala kwizimo ezihlabathi ezikhoyo. Iinkonzo zangaphambili ziya kufuneka zibonise ubunzima zabo, ukwandisa ingozi kwamafutha xa iimali kufuneka kubhalwe. I-Constants inokunceda, kodwa ukubeka kwabo ngokufanelekileyo kunye nokufaka kwi-context efanelekileyo yinto enza inombolo ye-magic kwi-part ye-coding yakho ebonakalayo kunye ne-self-explanatory. Sample Ikhodi Ukungabonakaliswa <?

function energy($mass) {
    return $mass * (299792 ** 2)
}
 Ngathi 🙂 # Storing magnitudes without units is another smell
class PhysicsConstants
   LIGHT_SPEED = 299792458.freeze
end

def energy(mass)
    mass * PhysicsConstants::LIGHT_SPEED ** 2
end
 Ukucinga Iintlobo ezininzi ziyafumaneka ukucinga i-number literals kwi-attributes kunye ne-methods. iintsuku ️ 
 
 ikhowudi Umgangatho 
 
 Ukuqala Yintoni i-bijection yinto ebalulekileyo ️ Xa utshintshe inombolo yokuzonwabisa nge-constante ebizwa, utshintshe phakathi kwe-value kunye ne-significance. Ukucinga I-one-to-one relationship ibonelela ukuba zonke iimpawu ze-numeric ziyafumaneka inkqubo yakho ngokucacileyo. Ukuba akukho, inombolo efanayo ingasetyenziswa kwimeko ezahlukeneyo, okuholela ukuxhaswa kunye nokufaka ngempumelelo. I-bijection phakathi kweengxaki kunye neengxaki ivumela ukuba ikhowudi lula ukuqhuba, ukuvavanya kunye nokuphuhlisa ngaphandle kokuhambisa iindawo ezingafumaneka. Iimveliso Iimodeli ezininzi ze-Language zibonisa iinombolo ze-magic xa ikhiqize ikhowudi, ikakhulukazi kwizibonelo okanye izicelo ze-algorithm. Qhagamshelane iimpawu ze-AI kunye ne-suspectus efana ne-human-written literal. Qinisekisa ukuba inombolo yintoni i-placeholder, i-real-world constant, okanye i-algorithmic parameter, kwaye ukuguqulwa ngegama elifanelekileyo ngaphambi kokufumanisa kwi-production code. Ukucinga I-Code Reviewer kufuneka uqhagamshelane ngeenombolo ezizobugcisa ezisetyenziswa kwizixhobo ze-AI, ezininzi ziquka i-context okanye i-naming ye-semantic. I-linters ye-automated ingasetyenziswa kwi-number literals, kodwa ukucacisa umntu kubalulekile ukufumana ukuba i-value kufuneka i-refactoring kwi-constante ebizwa. Qinisekisa imibuzo yeengxaki zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeintlobo zeint Zama! Qinisekisa: I-AI Assistants ikwenza iingxaki ezininzi 
 
 I-Suggested Prompt: Ukuguqulwa kwakhona kwi-declarative I-Suggested Prompt: Ukuguqulwa kwakhona kwi-declarative 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 Without Proper Instructions 
 With Specific Instructions 
 
 
 
 ChatGPT 
 ChatGPT 
 
 
 
 Claude 
 Claude 
 
 
 
 Perplexity 
 Perplexity 
 
 
 
 Copilot 
 Copilot 
 
 
 
 You 
 You 
 
 
 
 Gemini 
 Gemini 
 
 
 
 DeepSeek 
 DeepSeek 
 
 
 
 Meta AI 
 Meta AI 
 
 
 
 Grok 
 Grok 
 
 
 
 Qwen 
 Qwen Ukucinga Ukucinga Ukucinga Ukucinga Ukucinga Ukucinga I-Pilot I-Pilot Ngaba Ngaba Ukucinga Ukucinga Ukucinga Ukucinga Ukucinga Ukucinga Ukucinga Ukucinga Ukucinga Ukucinga Ukuhlaziywa Yintoni kufuneka uqhagamshelane kunye nokukhusela iinombolo zakho ze-magic ukuze ukhusele ukucaciswa kwe-code yakho, ukucaciswa, kunye ne-testability. I-Clear, Semantic Naming and Disconnecting Constants ukusuka kubathengi zabo zihlanganisa iingxaki ezibalulekileyo ekwenzeni i-software evulekileyo, enokuthintela kakhulu. Yonke inombolo yokuzonwabisa esekelwe kunye ne-intent-revealing logic iyiphi isinyathelo elandelayo ukusuka ikhowudi elifutshane kunye nokufika kwimveliso eshushu, yobugcisa. Ingaba iinombolo ziquka ikhowudi yakho; ukucacisa inkqubo yayo kunye nenkxaso. https://hackernoon.com/how-to-find-the-stinky-parts-of-your-code-part-xxxii https://hackernoon.com/how-to-find-the-stinky-parts-of-your-code-part-xxvi https://hackernoon.com/how-to-find-the-stinky-parts-of-your-code-part-ii-o96s3wl4 https://hackernoon.com/how-to-find-the-stinky-parts-of-your-code-part-xxxiii https://hackernoon.com/how-to-find-the-stinky-parts-of-your-code-part-xxxx https://hackernoon.com/how-to-find-the-stinky-parts-of-your-code-part-xli Zonke iinkcukacha https://refactoring.guru/es/replace-magic-number-with-symbolic-constant?embedable=true https://hackernoon.com/how-to-decouple-a-legacy-system-zf153u42?embedable=true Iimali Umfanekiso Yintoni U-Christopher Roller Ukucinga 
 
 Kwiinkqubo ezisebenzayo, i-value ye-constante ayikwazi ukuguqulwa, nangona kunjalo, iyahlanjiswa njalo! I-paradox! Kwiinkqubo ezisebenzayo, i-value ye-constante ayikwazi ukuguqulwa, nangona kunjalo, iyahlanjiswa njalo! I-paradox! U-Joel Spolsky https://hackernoon.com/400-thought-provoking-software-engineering-quotes?embedable=true Le nqaku ingxenye yeCodeSmell Series. https://hackernoon.com/how-to-find-the-stinky-parts-of-your-code-part-i-xqz3evd?embedable=true

Winner of Noonies 2020 for the award Hacker Noon Contributor of the Year - REFACTORING.

2020 - Hacker Noon Contributor of the Year in REFACTORING

2022 - HackerNoon Contributor of the Year - Clean Code

2022 - HackerNoon Contributor of the Year - Debugging

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2022 - HackerNoon Contributor of the Year - Machine Learning

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2022 - HackerNoon Contributor of the Year - Refactoring

2022 - HackerNoon Contributor of the Year - Software Architecture

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