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\u06c1\u06cc\u06ba\u06d4<\/p>\n<\/li>\n<\/ul>\n<p>\u0645\u062b\u0627\u0644\u06cc\u06ba TypeScript \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06cc \u06c1\u06cc\u06ba\u060c \u0644\u06cc\u06a9\u0646 \u06cc\u06c1 \u0639\u0645\u0644 \u0632\u06cc\u0627\u062f\u06c1 \u062a\u0631 \u0632\u0628\u0627\u0646\u0648\u06ba \u0627\u0648\u0631 \u0688\u06be\u06cc\u0631\u0648\u06ba \u06a9\u06d2 \u0633\u0627\u062a\u06be \u06a9\u0627\u0645 \u06a9\u0631\u06d2 \u06af\u0627\u06d4<\/p>\n<p>\u0645\u0642\u0635\u062f \u06cc\u06c1 \u0646\u06c1\u06cc\u06ba \u06c1\u06d2 \u06a9\u06c1 AI \u0633\u06d2 \u06cc\u06c1 \u067e\u0648\u0686\u06be\u06d2 \u06a9\u06c1 \u06a9\u0648\u0688 \u06a9\u0627 \u06a9\u06cc\u0627 \u0645\u0637\u0644\u0628 \u06c1\u06d2 \u0627\u0648\u0631 \u0627\u0633 \u06a9\u06d2 \u062c\u0648\u0627\u0628 \u067e\u0631 \u0628\u06be\u0631\u0648\u0633\u06c1 \u06a9\u0631\u06cc\u06ba\u06d4 \u0645\u0642\u0635\u062f \u06cc\u06c1 \u06c1\u06d2 \u06a9\u06c1 \u0635\u062d\u06cc\u062d 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\u0632\u0628\u0627\u0646<\/p>\n<\/li>\n<li>\n<p>\u0628\u0646\u06cc\u0627\u062f\u06cc \u0633\u0627\u0641\u0679 \u0648\u06cc\u0626\u0631 \u0641\u0646 \u062a\u0639\u0645\u06cc\u0631<\/p>\n<\/li>\n<li>\n<p>\u0627\u0646\u062d\u0635\u0627\u0631 \u0627\u0646\u062c\u06a9\u0634\u0646<\/p>\n<\/li>\n<li>\n<p>\u06cc\u0648\u0646\u0679 \u0627\u0648\u0631 \u0627\u0646\u0636\u0645\u0627\u0645 \u06a9\u06cc \u062c\u0627\u0646\u0686<\/p>\n<\/li>\n<li>\n<p>\u0627\u06cc\u06a9 AI \u06a9\u0648\u0688\u0646\u06af \u0627\u0633\u0633\u0679\u0646\u0679 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u06cc\u06ba \u062c\u0648 \u0622\u067e \u06a9\u06cc \u0631\u06cc\u067e\u0648\u0632\u0679\u0631\u06cc \u0641\u0627\u0626\u0644\u0648\u06ba \u06a9\u0627 \u0645\u0639\u0627\u0626\u0646\u06c1 \u06a9\u0631 \u0633\u06a9\u06d2\u06d4<\/p>\n<\/li>\n<\/ul>\n<p>\u0648\u0631\u06a9 \u0641\u0644\u0648 \u0645\u0627\u0688\u0644 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0627\u06c1\u0645 \u06c1\u06d2\u060c \u0644\u06c1\u0630\u0627 \u06a9\u0633\u06cc \u0645\u062e\u0635\u0648\u0635 AI \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0646\u0646\u062f\u06c1 \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u0646\u06c1\u06cc\u06ba \u06c1\u06d2\u06d4<\/p>\n<h2 id=\"heading-table-of-contents\">\u0627\u0646\u0688\u06cc\u06a9\u0633<\/h2>\n<h2 id=\"heading-why-understanding-has-to-come-before-refactoring\">\u0631\u06cc \u0641\u06cc\u06a9\u0679\u0631\u0646\u06af \u0633\u06d2 \u067e\u06c1\u0644\u06d2 \u0633\u0645\u062c\u06be \u06a9\u06cc\u0648\u06ba \u0622\u0646\u06cc \u0686\u0627\u06c1\u06cc\u06d2\u06d4<\/h2>\n<p>\u0645\u06cc\u0631\u0627\u062b\u06cc \u06a9\u0648\u0688 \u0627\u06a9\u062b\u0631 \u0639\u062c\u0644\u062a \u06a9\u0627 \u063a\u0644\u0637 \u0627\u062d\u0633\u0627\u0633 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u0627\u06af\u0631 \u0622\u067e \u06a9\u0648 \u06a9\u0648\u0626\u06cc \u0627\u06cc\u0633\u06cc \u0686\u06cc\u0632 \u0646\u0638\u0631 \u0622\u062a\u06cc \u06c1\u06d2 \u062c\u0648 \u0638\u0627\u06c1\u0631 \u06c1\u06d2 \u06a9\u06c1 \u0645\u0634\u062a\u0631\u06a9\u06c1 \u06cc\u0627 \u0646\u0642\u0644 \u0634\u062f\u06c1 \u06c1\u06d2 \u0627\u0648\u0631 \u0627\u0633\u06d2 \u0641\u0648\u0631\u06cc \u0637\u0648\u0631 \u067e\u0631 \u0635\u0627\u0641 \u06a9\u0631\u0646\u0627 \u0686\u0627\u06c1\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0645\u0646\u062f\u0631\u062c\u06c1 \u0630\u06cc\u0644 \u062e\u0635\u0648\u0635\u06cc\u0627\u062a \u067e\u0631 \u063a\u0648\u0631 \u06a9\u0631\u06cc\u06ba:<\/p>\n<pre><code class=\"language-typescript\">async function approveOrder(order: Order) {\n  if (order.total > 10000 && !order.customer.verified) {\n    throw new Error(\"Manual verification required\");\n  }\n\n  if (\n    order.customer.country === \"AR\" &&\n    order.paymentMethod === \"TRANSFER\"\n  ) {\n    order.status = \"PENDING\";\n  } else {\n    order.status = \"APPROVED\";\n  }\n\n  await orders.save(order);\n\n  if (order.status === \"APPROVED\") {\n    await billing.createInvoice(order);\n  }\n\n  await audit.log({\n    action: \"ORDER_APPROVAL\",\n    orderId: order.id,\n    status: order.status,\n  });\n\n  return order;\n}\n<\/code><\/pre>\n<p>\u067e\u06c1\u0644\u06cc \u0646\u0638\u0631 \u0645\u06cc\u06ba\u060c \u0631\u06cc\u0641\u06cc\u06a9\u0679\u0631\u0646\u06af \u06a9\u06d2 \u06a9\u0686\u06be \u0648\u0627\u0636\u062d \u0645\u0648\u0627\u0642\u0639 \u0645\u0648\u062c\u0648\u062f \u06c1\u06cc\u06ba\u06d4<\/p>\n<ul>\n<li>\n<p>\u062a\u0635\u062f\u06cc\u0642 \u0646\u06a9\u0627\u0644\u06cc \u062c\u0627 \u0633\u06a9\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<\/li>\n<li>\n<p>\u0631\u06cc\u0627\u0633\u062a\u06cc \u062d\u0633\u0627\u0628\u0627\u062a \u06a9\u0648 \u0627\u0644\u06af \u06a9\u06cc\u0627 \u062c\u0627 \u0633\u06a9\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<\/li>\n<li>\n<p>\u0628\u0644\u0646\u06af \u06a9\u0648 \u0627\u0646\u0679\u0631\u0641\u06cc\u0633 \u06a9\u06d2 \u067e\u0686\u06be\u0644\u06d2 \u062d\u0635\u06d2 \u0645\u06cc\u06ba \u0645\u0646\u062a\u0642\u0644 \u06a9\u06cc\u0627 \u062c\u0627 \u0633\u06a9\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<\/li>\n<li>\n<p>\u0622\u067e \u0645\u0646\u0638\u0648\u0631\u06cc \u06a9\u06cc \u067e\u0627\u0644\u06cc\u0633\u06cc\u0627\u06ba \u0628\u0646\u0627 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<\/li>\n<\/ul>\n<p>\u06cc\u06c1 \u062e\u06cc\u0627\u0644\u0627\u062a \u0633\u0628 \u0633\u0645\u062c\u06be \u0645\u06cc\u06ba \u0622\u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u060c \u0644\u06cc\u06a9\u0646 \u0627\u06cc\u0633\u06d2 \u0633\u0648\u0627\u0644\u0627\u062a \u06c1\u06cc\u06ba \u062c\u0646 \u06a9\u0627 \u062c\u0648\u0627\u0628 \u067e\u06c1\u0644\u06d2 \u062f\u06cc\u0646\u06d2 \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u06c1\u06d2\u06d4<\/p>\n<ul>\n<li>\n<p>\u06a9\u06cc\u0648\u06ba <code>10000<\/code> \u0627\u06c1\u0645\u061f<\/p>\n<\/li>\n<li>\n<p>\u0645\u06cc\u0631\u0627 \u0627\u0631\u062c\u0646\u0679\u0627\u0626\u0646 \u0628\u06cc\u0646\u06a9 \u0679\u0631\u0627\u0646\u0633\u0641\u0631 \u06a9\u06cc\u0648\u06ba \u06c1\u0648\u0644\u0688 \u067e\u0631 \u06c1\u06d2\u061f<\/p>\n<\/li>\n<li>\n<p>\u06a9\u06cc\u0627 \u0627\u0633\u062a\u0642\u0627\u0645\u062a \u06a9\u06d2 \u0628\u0639\u062f \u0631\u0633\u06cc\u062f \u06a9\u06cc \u062a\u062e\u0644\u06cc\u0642 \u06c1\u0648\u0646\u06cc \u0686\u0627\u06c1\u06cc\u06d2\u061f<\/p>\n<\/li>\n<li>\n<p>\u06c1\u06d2 <code>ORDER_APPROVAL<\/code> \u06a9\u06cc\u0627 \u06cc\u06c1 \u06a9\u0633\u06cc \u0627\u0648\u0631 \u0646\u0638\u0627\u0645 \u06a9\u06d2 \u0630\u0631\u06cc\u0639\u06c1 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06c1\u0648\u062a\u0627 \u06c1\u06d2\u061f<\/p>\n<\/li>\n<li>\n<p>\u06a9\u06cc\u0627 \u0645\u06cc\u0631\u0627 \u0622\u0631\u0688\u0631 \u0627\u0633 \u0633\u06d2 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u06cc\u0627 \u062c\u0627 \u0633\u06a9\u062a\u0627 \u06c1\u06d2: <code>PENDING<\/code> \u06a9\u0648 <code>APPROVED<\/code> \u06a9\u06c1\u06cc\u06ba \u0627\u0648\u0631\u061f<\/p>\n<\/li>\n<li>\n<p>\u06a9\u06cc\u0627 \u06a9\u0686\u06be \u0628\u06be\u06cc \u0645\u0633\u062a\u062b\u0646\u06cc\u0670 \u067e\u06cc\u063a\u0627\u0645 \u067e\u0631 \u0645\u0646\u062d\u0635\u0631 \u06c1\u06d2\u061f<\/p>\n<\/li>\n<\/ul>\n<p>\u0627\u06a9\u06cc\u0644\u0627 \u0646\u062d\u0648 \u06c1\u06cc \u0627\u0646 \u0633\u0648\u0627\u0644\u0648\u06ba \u06a9\u0627 \u062c\u0648\u0627\u0628 \u0646\u06c1\u06cc\u06ba \u062f\u06d2 \u0633\u06a9\u062a\u0627\u06d4<\/p>\n<p>\u06cc\u06c1\u06cc\u06ba \u0633\u06d2 \u062a\u0641\u06c1\u06cc\u0645 \u0634\u0631\u0648\u0639 \u06c1\u0648\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<p>AI \u0679\u0648\u0644\u0632 \u0633\u06d2 \u0633\u0648\u0627\u0644\u0627\u062a \u067e\u0648\u0686\u06be\u0646\u06d2 \u06a9\u06d2 \u0628\u062c\u0627\u0626\u06d2:<\/p>\n<pre><code class=\"language-text\">Refactor this function using clean architecture.\n<\/code><\/pre>\n<p>\u06a9\u06d2 \u0633\u0627\u062a\u06be \u0634\u0631\u0648\u0639 \u06a9\u0631\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">Analyze this function without changing it.\n\nIdentify:\n\n1. explicit business rules,\n2. likely business rules that need confirmation,\n3. side effects,\n4. external dependencies,\n5. state transitions,\n6. magic values,\n7. assumptions that cannot be proven from this file alone.\n\nDo not propose a refactor yet.\n<\/code><\/pre>\n<p>\u0622\u062e\u0631\u06cc \u0644\u0627\u0626\u0646 \u0627\u06c1\u0645 \u06c1\u06d2\u06d4 <strong>\u0628\u0631\u0627\u06c1 \u06a9\u0631\u0645 \u0627\u0628\u06be\u06cc \u0631\u06cc \u0641\u06cc\u06a9\u0679\u0631\u0646\u06af \u06a9\u0627 \u0645\u0634\u0648\u0631\u06c1 \u0646\u06c1 \u062f\u06cc\u06ba\u06d4<\/strong><\/p>\n<p>\u0645\u06cc\u06ba \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u0645\u0648\u0688 \u0645\u06cc\u06ba \u0645\u0627\u0688\u0644 \u0686\u0627\u06c1\u062a\u0627 \u06c1\u0648\u06ba\u060c \u062d\u0644 \u0645\u0648\u0688 \u0645\u06cc\u06ba \u0646\u06c1\u06cc\u06ba\u06d4<\/p>\n<h2 id=\"heading-how-to-start-with-the-repository-not-the-classes\">\u06a9\u0644\u0627\u0633 \u06a9\u06d2 \u0628\u062c\u0627\u0626\u06d2 \u0631\u06cc\u067e\u0648\u0632\u0679\u0631\u06cc \u0633\u06d2 \u06a9\u06cc\u0633\u06d2 \u0634\u0631\u0648\u0639 \u06a9\u0631\u06cc\u06ba\u06d4<\/h2>\n<p>\u062c\u0628 \u0622\u067e \u06a9\u0633\u06cc \u063a\u06cc\u0631 \u0645\u0627\u0646\u0648\u0633 \u0645\u06cc\u0631\u0627\u062b\u06cc \u0646\u0638\u0627\u0645 \u062a\u06a9 \u0631\u0633\u0627\u0626\u06cc \u062d\u0627\u0635\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba\u060c \u062a\u0648 \u0622\u067e \u06c1\u0631 \u0641\u0627\u0626\u0644 \u06a9\u0648 \u067e\u0691\u06be \u06a9\u0631 \u0634\u0631\u0648\u0639 \u0646\u06c1\u06cc\u06ba \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4 \u0633\u0628 \u0633\u06d2 \u067e\u06c1\u0644\u06d2\u060c \u06cc\u06c1 \u0633\u0645\u062c\u06be\u0646\u06d2 \u06a9\u06cc \u06a9\u0648\u0634\u0634 \u06a9\u0631\u06cc\u06ba \u06a9\u06c1 \u0622\u067e \u06a9\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u06cc\u0633\u06cc \u062f\u06a9\u06be\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<p>\u0645\u062e\u0632\u0646 \u0645\u06cc\u06ba \u067e\u06c1\u0644\u06d2 \u0633\u06d2 \u06c1\u06cc \u0622\u0631\u06a9\u06cc\u0679\u06cc\u06a9\u0686\u0631\u0644 \u0627\u0634\u0627\u0631\u06d2 \u0645\u0648\u062c\u0648\u062f \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0627\u0633 \u0637\u0631\u062d \u06a9\u06cc \u0688\u0627\u0626\u0631\u06cc\u06a9\u0679\u0631\u06cc \u062a\u0644\u0627\u0634 \u06a9\u0631\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">src\/\ncontrollers\/\nservices\/\nrepositories\/\nmodels\/\njobs\/\nworkers\/\nscripts\/\nmigrations\/\nconfig\/\nintegrations\/\ntests\/\n<\/code><\/pre>\n<p>\u062a\u0627\u06c1\u0645\u060c \u06cc\u06c1 \u0646\u06c1 \u0633\u0645\u062c\u06be\u06cc\u06ba \u06a9\u06c1 \u0688\u0627\u0626\u0631\u06cc\u06a9\u0679\u0631\u06cc \u06a9\u06d2 \u0646\u0627\u0645 \u0627\u0635\u0644 \u0641\u0646 \u062a\u0639\u0645\u06cc\u0631 \u06a9\u0648 \u0628\u06cc\u0627\u0646 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0627\u06cc\u06a9 \u0688\u0627\u0626\u0631\u06cc\u06a9\u0679\u0631\u06cc \u06a9\u06c1\u0627 \u062c\u0627\u062a\u0627 \u06c1\u06d2 <code>services<\/code> \u0627\u0633 \u0645\u06cc\u06ba \u06a9\u0627\u0631\u0648\u0628\u0627\u0631\u06cc \u0645\u0646\u0637\u0642\u060c \u0628\u0646\u06cc\u0627\u062f\u06cc \u0688\u06be\u0627\u0646\u0686\u06c1\u060c \u0622\u0631\u06a9\u06cc\u0633\u0679\u0631\u06cc\u0634\u0646\u060c \u0627\u0648\u0631 \u0645\u0646 \u0645\u0627\u0646\u06cc \u0627\u0641\u0627\u062f\u06cc\u062a \u06a9\u06d2 \u0627\u0641\u0639\u0627\u0644 \u0634\u0627\u0645\u0644 \u06c1\u0648 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0627\u06cc\u06a9 \u0688\u0627\u0626\u0631\u06cc\u06a9\u0679\u0631\u06cc \u06a9\u06c1\u0627 \u062c\u0627\u062a\u0627 \u06c1\u06d2 <code>models<\/code> \u0688\u06cc\u0679\u0627 \u0628\u06cc\u0633 \u06a9\u06d2 \u0627\u06cc\u0633\u06d2 \u0627\u062f\u0627\u0631\u0648\u06ba \u067e\u0631 \u0645\u0634\u062a\u0645\u0644 \u06c1\u0648 \u0633\u06a9\u062a\u0627 \u06c1\u06d2 \u062c\u0648 \u0688\u0648\u0645\u06cc\u0646 \u0645\u0627\u0688\u0644 \u0646\u06c1\u06cc\u06ba \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0627\u06cc\u06a9 \u0641\u0648\u0644\u0688\u0631 \u06a9\u06c1\u0627 \u062c\u0627\u062a\u0627 \u06c1\u06d2\u06d4 <code>utils<\/code> \u0622\u067e \u0627\u067e\u0646\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u06cc \u06a9\u0627\u0631\u0648\u0628\u0627\u0631\u06cc \u0645\u0646\u0637\u0642 \u06a9\u0627 \u0646\u0635\u0641 \u0686\u06be\u067e\u0627 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0633\u0627\u062e\u062a \u06a9\u0648 \u062b\u0628\u0648\u062a \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u06cc\u06ba\u060c \u0633\u0686 \u0646\u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0627\u06cc\u06a9 \u0645\u0641\u06cc\u062f \u067e\u06c1\u0644\u06cc AI \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06cc\u06c1 \u06c1\u0648\u06af\u06cc:<\/p>\n<pre><code class=\"language-text\">Inspect the repository structure.\n\nDo not analyze individual implementation details yet.\n\nIdentify:\n\n- application entry points,\n- major modules,\n- database technologies,\n- external integrations,\n- background processing,\n- scheduled tasks,\n- authentication mechanisms,\n- configuration sources,\n- tests,\n- likely architectural boundaries.\n\nFor each conclusion, reference the files or directories\nthat support it.\n\nMark anything uncertain explicitly.\n<\/code><\/pre>\n<p>\u062d\u0648\u0627\u0644\u06c1 \u0641\u0627\u0626\u0644\u0648\u06ba \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u0627\u06c1\u0645 \u06c1\u06d2\u06d4 \u0627\u0633 \u06a9\u06d2 \u0628\u063a\u06cc\u0631\u060c AI \u0628\u0627\u0644\u06a9\u0644 \u0645\u0639\u0642\u0648\u0644 \u0641\u0646 \u062a\u0639\u0645\u06cc\u0631 \u0641\u0631\u0627\u06c1\u0645 \u06a9\u0631 \u0633\u06a9\u062a\u0627 \u06c1\u06d2 \u062c\u0648 \u062d\u0642\u06cc\u0642\u062a \u0645\u06cc\u06ba \u0645\u0648\u062c\u0648\u062f \u0646\u06c1\u06cc\u06ba \u06c1\u06d2\u06d4<\/p>\n<p>\u0622\u067e \u06a9\u0686\u06be \u0627\u0633 \u06a9\u06d2 \u0642\u0631\u06cc\u0628 \u0686\u0627\u06c1\u062a\u06d2 \u06c1\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">HTTP API\nEvidence:\n- src\/server.ts\n- src\/routes\/orders.ts\n- src\/routes\/customers.ts\n\nBackground processing\nEvidence:\n- src\/workers\/paymentWorker.ts\n- src\/queues\/index.ts\n\nScheduled jobs\nEvidence:\n- src\/jobs\/reconcileInvoices.ts\n- src\/cron.ts\n<\/code><\/pre>\n<p>\u0627\u0628 \u0622\u067e \u06a9\u06d2 \u067e\u0627\u0633 \u0627\u06cc\u06a9 \u0646\u0642\u0634\u06c1 \u06c1\u06d2 \u062c\u0633\u06d2 \u0622\u067e \u0686\u06cc\u06a9 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<h2 id=\"heading-how-to-find-the-real-entry-points\">\u0627\u0635\u0644 \u0627\u0646\u0679\u0631\u06cc \u067e\u0648\u0627\u0626\u0646\u0679 \u06a9\u0648 \u06a9\u06cc\u0633\u06d2 \u062a\u0644\u0627\u0634 \u06a9\u0631\u06cc\u06ba\u06d4<\/h2>\n<p>\u0648\u06cc\u0628 \u0627\u06cc\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u0632 \u0645\u06cc\u06ba \u0627\u06a9\u062b\u0631 \u0627\u06cc\u06a9 \u0648\u0627\u0636\u062d HTTP \u0627\u0646\u0679\u0631\u06cc \u067e\u0648\u0627\u0626\u0646\u0679 \u06c1\u0648\u062a\u0627 \u06c1\u06d2\u06d4 \u0644\u06cc\u06a9\u0646 \u0645\u06cc\u0631\u0627\u062b\u06cc \u0646\u0638\u0627\u0645\u0648\u06ba \u0645\u06cc\u06ba \u0627\u06a9\u062b\u0631 \u067e\u06cc\u0634 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0628\u06c1\u062a \u06a9\u0686\u06be \u06c1\u0648\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u06a9\u0627\u0631\u0648\u0628\u0627\u0631\u06cc \u06a9\u0627\u0631\u0648\u0627\u0626\u06cc\u0627\u06ba \u0627\u0633 \u0637\u0631\u062d \u0634\u0631\u0648\u0639 \u06c1\u0648 \u0633\u06a9\u062a\u06cc \u06c1\u06cc\u06ba:<\/p>\n<p>\u0627\u06af\u0631 \u0622\u067e \u0635\u0631\u0641 \u06a9\u0646\u0679\u0631\u0648\u0644\u0631 \u06a9\u0627 \u062a\u062c\u0632\u06cc\u06c1 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba\u060c \u062a\u0648 \u06c1\u0648 \u0633\u06a9\u062a\u0627 \u06c1\u06d2 \u0622\u067e \u06a9\u0648 \u0622\u062f\u06be\u0627 \u0633\u0633\u0679\u0645 \u063a\u0627\u0626\u0628 \u06c1\u0648 \u062c\u0627\u0626\u06d2\u06d4<\/p>\n<p>\u0641\u0631\u0636 \u06a9\u0631\u06cc\u06ba \u06a9\u06c1 \u0622\u067e \u062a\u062e\u0644\u06cc\u0642 \u0622\u0631\u0688\u0631 \u062a\u0644\u0627\u0634 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba \u0627\u0648\u0631 \u062f\u0631\u062c \u0630\u06cc\u0644 \u06a9\u0648 \u062a\u0644\u0627\u0634 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">POST \/orders\n<\/code><\/pre>\n<p>\u06cc\u06c1 \u0633\u0645\u062c\u06be\u0646\u0627 \u0622\u0633\u0627\u0646 \u06c1\u06d2 \u06a9\u06c1 \u062a\u0645\u0627\u0645 \u0622\u0631\u0688\u0631\u0632 \u0627\u0633 \u0627\u06cc\u0646\u0688 \u067e\u0648\u0627\u0626\u0646\u0679 \u06a9\u06d2 \u0630\u0631\u06cc\u0639\u06d2 \u062f\u0627\u062e\u0644 \u06a9\u06cc\u06d2 \u06af\u0626\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u067e\u06be\u0631 \u0622\u067e \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0631\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">jobs\/importMarketplaceOrders.ts\nworkers\/retryFailedOrders.ts\nscripts\/migratePendingOrders.ts\nintegrations\/shopify\/webhook.ts\n<\/code><\/pre>\n<p>\u0627\u0628 \u0627\u06cc\u06a9 \u06c1\u06cc \u06a9\u0627\u0631\u0648\u0628\u0627\u0631\u06cc \u0622\u0628\u062c\u06cc\u06a9\u0679 \u0645\u06cc\u06ba \u0686\u0627\u0631 \u0627\u0636\u0627\u0641\u06cc \u0622\u0626\u0679\u0645 \u0631\u0627\u0633\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u06cc\u06c1 \u0631\u06cc \u0641\u06cc\u06a9\u0679\u0631\u0646\u06af \u06a9\u06d2 \u0628\u0627\u0631\u06d2 \u0645\u06cc\u06ba \u06c1\u0645\u0627\u0631\u06d2 \u0633\u0648\u0686\u0646\u06d2 \u06a9\u06d2 \u0627\u0646\u062f\u0627\u0632 \u06a9\u0648 \u0628\u062f\u0644 \u062f\u06cc\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>AI \u0633\u06d2 \u067e\u0648\u0686\u06be\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">Find every location that can create, modify,\napprove, cancel, or persist an Order.\n\nInclude:\n\n- HTTP endpoints,\n- background workers,\n- scheduled jobs,\n- scripts,\n- imports,\n- webhooks,\n- direct repository calls.\n\nGroup the results by operation.\n\nFor every result, include the file path and\nthe relevant function or class.\n<\/code><\/pre>\n<p>\u067e\u06be\u0631 \u0646\u062a\u0627\u0626\u062c \u062f\u06cc\u06a9\u06be\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0630\u062e\u06cc\u0631\u06c1 \u062a\u0644\u0627\u0634 \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<p>\u0645\u062b\u0627\u0644 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631:<\/p>\n<pre><code class=\"language-bash\">rg \"orders\\.save|orders\\.insert|createOrder|approveOrder\" src\n<\/code><\/pre>\n<p>AI \u06a9\u0648 \u062a\u0644\u0627\u0634 \u06a9\u0648 \u062a\u06cc\u0632 \u06a9\u0631\u0646\u0627 \u0686\u0627\u06c1\u0626\u06d2\u060c \u0627\u0633\u06d2 \u062a\u0628\u062f\u06cc\u0644 \u0646\u06c1\u06cc\u06ba \u06a9\u0631\u0646\u0627 \u0686\u0627\u06c1\u0626\u06d2\u06d4<\/p>\n<h2 id=\"heading-how-to-trace-a-business-capability-through-the-codebase\">\u0627\u067e\u0646\u06d2 \u06a9\u0648\u0688 \u0628\u06cc\u0633 \u06a9\u06d2 \u0630\u0631\u06cc\u0639\u06d2 \u06a9\u0627\u0631\u0648\u0628\u0627\u0631\u06cc \u0635\u0644\u0627\u062d\u06cc\u062a\u0648\u06ba \u06a9\u0648 \u06a9\u06cc\u0633\u06d2 \u0679\u0631\u06cc\u06a9 \u06a9\u0631\u06cc\u06ba\u06d4<\/h2>\n<p>\u0627\u0646\u0641\u0631\u0627\u062f\u06cc \u0641\u0627\u0626\u0644\u0648\u06ba \u06a9\u0648 \u0633\u0645\u062c\u06be\u0646\u0627 \u06a9\u0627\u0641\u06cc \u0646\u06c1\u06cc\u06ba \u06c1\u06d2\u06d4<\/p>\n<p>\u062c\u0648 \u0639\u0627\u0645 \u0637\u0648\u0631 \u067e\u0631 \u0627\u06c1\u0645 \u06c1\u06d2 \u0648\u06c1 \u06c1\u06d2\u06d4 <strong>\u06a9\u0627\u0631\u0648\u0628\u0627\u0631\u06cc \u0635\u0644\u0627\u062d\u06cc\u062a<\/strong>.<\/p>\n<p>\u0645\u062b\u0627\u0644 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631:<\/p>\n<blockquote>\n<p>\u0627\u06cc\u06a9 \u0622\u0631\u0688\u0631 \u0628\u0646\u0627\u0626\u06cc\u06ba\u06d4<\/p>\n<\/blockquote>\n<p>\u06cc\u06c1 \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u06cc\u06a9 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u062a\u06c1\u0648\u06ba \u0633\u06d2 \u06af\u0632\u0631 \u0633\u06a9\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-text\">HTTP Request\n     \u2193\nController\n     \u2193\nApplication Service\n     \u2193\nPricing\n     \u2193\nInventory\n     \u2193\nPersistence\n     \u2193\nPayment\n     \u2193\nNotification\n<\/code><\/pre>\n<p>\u06c1\u0648 \u0633\u06a9\u062a\u0627 \u06c1\u06d2 \u0622\u067e \u06a9\u0627 \u06a9\u0648\u0688 \u0635\u0627\u0641 \u0633\u062a\u06be\u0631\u0627 \u0645\u0646\u0638\u0645 \u0646\u06c1 \u06c1\u0648\u060c \u06cc\u06c1\u06cc \u0648\u062c\u06c1 \u06c1\u06d2 \u06a9\u06c1 \u0641\u06cc\u0686\u0631 \u0679\u0631\u06cc\u0633\u0646\u06af \u0645\u0641\u06cc\u062f \u06c1\u06d2\u06d4<\/p>\n<p>\u0627\u06cc\u06a9 \u062d\u0642\u06cc\u0642\u06cc \u0632\u0646\u062f\u06af\u06cc \u06a9\u0627 \u0648\u0631\u06a9 \u0641\u0644\u0648 \u0686\u0646\u06cc\u06ba \u0627\u0648\u0631 \u067e\u0648\u0686\u06be\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">Trace the \"Create Order\" capability from its entry point\nuntil all observable side effects are complete.\n\nFor each step, show:\n\n- file,\n- function or class,\n- input,\n- output,\n- state change,\n- external call,\n- error behavior.\n\nDo not summarize multiple steps into one.\n<\/code><\/pre>\n<p>\u06c1\u0645 \u0627\u06cc\u06a9 \u0627\u06cc\u0633\u0627 \u0633\u0644\u0633\u0644\u06c1 \u0686\u0627\u06c1\u062a\u06d2 \u06c1\u06cc\u06ba \u062c\u0633 \u06a9\u0627 \u0645\u0639\u0627\u0626\u0646\u06c1 \u06a9\u06cc\u0627 \u062c\u0627 \u0633\u06a9\u06d2\u06d4<\/p>\n<p>\u0645\u062b\u0627\u0644 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631:<\/p>\n<pre><code class=\"language-text\">1. POST \/orders\n   src\/routes\/orders.ts\n\n2. OrdersController.create()\n   src\/controllers\/OrdersController.ts\n\n3. OrderService.create()\n   src\/services\/OrderService.ts\n\n4. calculatePrice()\n   src\/services\/pricing.ts\n\n5. inventory.reserve()\n   src\/integrations\/inventory.ts\n\n6. ordersRepository.save()\n   src\/repositories\/orders.ts\n\n7. paymentQueue.publish()\n   src\/queues\/payment.ts\n<\/code><\/pre>\n<p>\u06cc\u06c1 \u0641\u0646 \u062a\u0639\u0645\u06cc\u0631 \u06a9\u06cc \u0639\u0645\u0648\u0645\u06cc \u0648\u0636\u0627\u062d\u062a \u0633\u06d2 \u06a9\u06c1\u06cc\u06ba \u0632\u06cc\u0627\u062f\u06c1 \u0645\u0641\u06cc\u062f \u06c1\u06d2\u06d4<\/p>\n<p>\u0627\u0628 \u0622\u067e \u0633\u0648\u0627\u0644\u0627\u062a \u067e\u0648\u0686\u06be \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba \u062c\u06cc\u0633\u06d2:<\/p>\n<ul>\n<li>\n<p>\u0644\u06cc\u0646 \u062f\u06cc\u0646 \u0627\u0635\u0644 \u0645\u06cc\u06ba \u06a9\u06c1\u0627\u06ba \u0633\u06d2 \u0634\u0631\u0648\u0639 \u06c1\u0648\u062a\u0627 \u06c1\u06d2\u061f<\/p>\n<\/li>\n<li>\n<p>\u0627\u06af\u0631 \u0627\u062f\u0627\u0626\u06cc\u06af\u06cc \u06a9\u06cc \u067e\u0648\u0633\u0679\u0646\u06af \u0646\u0627\u06a9\u0627\u0645 \u06c1\u0648 \u062c\u0627\u062a\u06cc \u06c1\u06d2 \u062a\u0648 \u06a9\u06cc\u0627 \u06c1\u0648\u062a\u0627 \u06c1\u06d2\u061f<\/p>\n<\/li>\n<li>\n<p>\u06a9\u06cc\u0627 \u0627\u0646\u0648\u06cc\u0646\u0679\u0631\u06cc \u06a9\u06d2 \u062a\u062d\u0641\u0638\u0627\u062a \u06a9\u0648 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u06cc\u0627 \u062c\u0627 \u0633\u06a9\u062a\u0627 \u06c1\u06d2\u061f<\/p>\n<\/li>\n<li>\n<p>\u06a9\u06cc\u0627 \u0645\u06cc\u06ba \u0627\u06cc\u06a9 \u0622\u0631\u0688\u0631 \u06a9\u0648 \u062f\u0648 \u0628\u0627\u0631 \u0628\u0686\u0627 \u0633\u06a9\u062a\u0627 \u06c1\u0648\u06ba\u061f<\/p>\n<\/li>\n<li>\n<p>\u06a9\u0648\u0646 \u0633\u06d2 \u0645\u0631\u0627\u062d\u0644 \u06c1\u0645 \u0622\u06c1\u0646\u06af \u06c1\u06cc\u06ba\u061f<\/p>\n<\/li>\n<li>\n<p>\u06a9\u0646 \u0646\u0627\u06a9\u0627\u0645\u06cc\u0648\u06ba \u06a9\u06cc \u062f\u0648\u0628\u0627\u0631\u06c1 \u06a9\u0648\u0634\u0634 \u06a9\u06cc \u062c\u0627\u062a\u06cc \u06c1\u06d2\u061f<\/p>\n<\/li>\n<\/ul>\n<p>\u06cc\u06c1 \u062c\u062f\u06cc\u062f\u06cc\u062a \u06a9\u0627 \u0633\u0648\u0627\u0644 \u06c1\u06d2\u06d4<\/p>\n<h2 id=\"heading-how-to-separate-business-rules-from-infrastructure\">\u0628\u0646\u06cc\u0627\u062f\u06cc \u0688\u06be\u0627\u0646\u0686\u06d2 \u0633\u06d2 \u06a9\u0627\u0631\u0648\u0628\u0627\u0631\u06cc \u0642\u0648\u0627\u0639\u062f \u06a9\u0648 \u06a9\u06cc\u0633\u06d2 \u0627\u0644\u06af \u06a9\u06cc\u0627 \u062c\u0627\u0626\u06d2\u06d4<\/h2>\n<p>\u06a9\u0648\u0688\u0628\u06cc\u0633 \u0622\u0631\u06a9\u06cc\u0627\u0644\u0648\u062c\u06cc \u06a9\u06d2 \u062f\u0648\u0631\u0627\u0646 \u0622\u067e \u062c\u0648 \u0633\u0628 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u06a9\u0627\u0631\u0622\u0645\u062f \u0686\u06cc\u0632\u06cc\u06ba \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba \u0627\u0646 \u0645\u06cc\u06ba \u0633\u06d2 \u0627\u06cc\u06a9 \u06cc\u06c1 \u0634\u0646\u0627\u062e\u062a \u06a9\u0631\u0646\u0627 \u06c1\u06d2 \u06a9\u06c1 \u06a9\u0627\u0631\u0648\u0628\u0627\u0631\u06cc \u0631\u0648\u06cc\u06c1 \u06a9\u06c1\u0627\u06ba \u0631\u06c1\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u0631\u0648\u0627\u06cc\u062a\u06cc \u0627\u06cc\u067e\u0644\u06cc \u06a9\u06cc\u0634\u0646\u0632 \u0627\u06a9\u062b\u0631 \u0627\u0633\u06d2 \u0628\u0646\u06cc\u0627\u062f\u06cc \u0688\u06be\u0627\u0646\u0686\u06d2 \u06a9\u06d2 \u0633\u0627\u062a\u06be \u0645\u0644\u0627 \u062f\u06cc\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u063a\u0648\u0631 \u06a9\u0631\u06cc\u06ba:<\/p>\n<pre><code class=\"language-typescript\">async function saveCustomer(customer: Customer) {\n  if (\n    customer.type === \"ENTERPRISE\" &&\n    customer.creditLimit < 50000\n  ) {\n    throw new Error(\"Invalid enterprise credit limit\");\n  }\n\n  const connection = await mysql.getConnection();\n\n  await connection.query(\n    \"INSERT INTO customers (...) VALUES (...)\",\n    [...]\n  );\n\n  await redis.del(`customer:${customer.id}`);\n\n  await eventBus.publish(\n    \"customer.updated\",\n    customer\n  );\n}\n<\/code><\/pre>\n<p>\u06a9\u0645 \u0627\u0632 \u06a9\u0645 \u0627\u06cc\u06a9 \u06a9\u0627\u0631\u0648\u0628\u0627\u0631\u06cc \u0627\u0635\u0648\u0644 \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-text\">Enterprise customers must have a credit limit >= 50000.\n<\/code><\/pre>\n<p>\u0627\u0648\u0631 \u06a9\u0686\u06be \u0628\u0646\u06cc\u0627\u062f\u06cc \u0688\u06be\u0627\u0646\u0686\u06d2 \u06a9\u06d2 \u0645\u0633\u0627\u0626\u0644:<\/p>\n<pre><code class=\"language-text\">MySQL\nRedis\nEvent bus\n<\/code><\/pre>\n<p>AI \u0633\u06d2 \u0627\u067e\u0646\u06d2 \u06a9\u0648\u0688 \u06a9\u06cc \u062f\u0631\u062c\u06c1 \u0628\u0646\u062f\u06cc \u06a9\u0631\u0646\u06d2 \u06a9\u0648 \u06a9\u06c1\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-text\">Classify each responsibility in this function as one of:\n\n- business rule,\n- application orchestration,\n- persistence,\n- caching,\n- messaging,\n- logging,\n- validation,\n- unknown.\n\nExplain why.\n\nDo not move or rewrite any code.\n<\/code><\/pre>\n<p>\u06a9\u06c1 <code>unknown<\/code> \u0632\u0645\u0631\u06d2 \u0645\u0641\u06cc\u062f \u06c1\u06cc\u06ba\u06d4 \u0622\u067e \u0646\u06c1\u06cc\u06ba \u0686\u0627\u06c1\u062a\u06d2 \u06a9\u06c1 \u0622\u067e \u06a9\u0627 \u0645\u0627\u0688\u0644 \u06c1\u0631 \u0644\u0627\u0626\u0646 \u06a9\u0648 \u0635\u0627\u0641 \u0633\u062a\u06be\u0631\u06d2 \u0622\u0631\u06a9\u06cc\u0679\u06cc\u06a9\u0686\u0631\u0644 \u062a\u06be\u06cc\u0648\u0631\u06cc \u067e\u0631 \u0645\u062c\u0628\u0648\u0631 \u06a9\u0631\u06d2\u06d4<\/p>\n<p>\u06a9\u0686\u06be \u06a9\u0648\u0688 \u0648\u0627\u0642\u0639\u06cc \u0645\u0628\u06c1\u0645 \u06c1\u06cc\u06ba \u062c\u0628 \u062a\u06a9 \u06a9\u06c1 \u0645\u0632\u06cc\u062f \u0633\u06cc\u0627\u0642 \u0648 \u0633\u0628\u0627\u0642 \u06a9\u06cc \u062c\u0627\u0646\u0686 \u0646\u06c1 \u06a9\u06cc \u062c\u0627\u0626\u06d2\u06d4<\/p>\n<h2 id=\"heading-how-to-find-hidden-side-effects\">\u067e\u0648\u0634\u06cc\u062f\u06c1 \u0633\u0627\u0626\u06cc\u0688 \u0627\u06cc\u0641\u06cc\u06a9\u0679\u0633 \u06a9\u0648 \u06a9\u06cc\u0633\u06d2 \u062a\u0644\u0627\u0634 \u06a9\u0631\u06cc\u06ba\u06d4<\/h2>\n<p>\u0636\u0645\u0646\u06cc \u0627\u062b\u0631\u0627\u062a \u0646\u0642\u0644 \u0645\u06a9\u0627\u0646\u06cc \u06a9\u06d2 \u062e\u0637\u0631\u06d2 \u06a9\u06cc \u0633\u0628 \u0633\u06d2 \u0628\u0691\u06cc \u0648\u062c\u0648\u06c1\u0627\u062a \u0645\u06cc\u06ba \u0633\u06d2 \u0627\u06cc\u06a9 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0645\u0646\u062f\u0631\u062c\u06c1 \u0630\u06cc\u0644 \u0641\u0646\u06a9\u0634\u0646 \u06a9\u0648 \u06a9\u06c1\u0627 \u062c\u0627\u062a\u0627 \u06c1\u06d2:<\/p>\n<pre><code class=\"language-typescript\">updateCustomer()\n<\/code><\/pre>\n<p>\u0622\u067e \u0627\u067e\u0646\u06d2 \u06af\u0627\u06c1\u06a9\u0648\u06ba \u06a9\u0648 \u0627\u067e \u0688\u06cc\u0679 \u06a9\u0631\u0646\u06d2 \u0633\u06d2 \u06a9\u06c1\u06cc\u06ba \u0632\u06cc\u0627\u062f\u06c1 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u062f\u0631\u062c \u0630\u06cc\u0644 \u06c1\u0648 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba:<\/p>\n<ul>\n<li>\n<p>\u0688\u06cc\u0679\u0627 \u0628\u06cc\u0633 \u067e\u0631 \u0644\u06a9\u06be\u06cc\u06ba<\/p>\n<\/li>\n<li>\n<p>\u06a9\u06cc\u0634\u06d2 \u06a9\u0648 \u0628\u0627\u0637\u0644 \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<\/li>\n<li>\n<p>\u0627\u06cc\u06a9 \u0648\u0627\u0642\u0639\u06c1 \u06a9\u0627 \u0627\u062e\u0631\u0627\u062c<\/p>\n<\/li>\n<li>\n<p>\u0627\u06cc\u06a9 \u0627\u06cc \u0645\u06cc\u0644 \u0628\u06be\u06cc\u062c\u06cc\u06ba<\/p>\n<\/li>\n<li>\n<p>\u062a\u062c\u0632\u06cc\u06c1 \u0627\u067e \u0688\u06cc\u0679\u0633<\/p>\n<\/li>\n<li>\n<p>\u0622\u0688\u0679 \u0631\u06cc\u06a9\u0627\u0631\u0688 \u062a\u06cc\u0627\u0631 \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<\/li>\n<li>\n<p>\u062f\u0648\u0633\u0631\u06d2 \u06a9\u0627\u0645\u0648\u06ba \u06a9\u0648 \u0634\u06cc\u0688\u0648\u0644 \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<\/li>\n<\/ul>\n<p>\u06a9\u0633\u06cc \u0641\u0646\u06a9\u0634\u0646 \u06a9\u0648 \u0631\u06cc \u0641\u06cc\u06a9\u0679\u0631 \u06a9\u0631 \u06a9\u06d2 \u0627\u0648\u0631 \u0635\u0631\u0641 \u0627\u0633 \u06a9\u06cc \u0648\u0627\u067e\u0633\u06cc \u06a9\u06cc \u0642\u06cc\u0645\u062a \u06a9\u0648 \u0645\u062d\u0641\u0648\u0638 \u0631\u06a9\u06be \u06a9\u0631\u060c \u0622\u067e \u06a9\u0645\u067e\u0627\u0626\u0644\u0631 \u06a9\u06cc \u063a\u0644\u0637\u06cc\u0648\u06ba \u06a9\u06d2 \u0628\u063a\u06cc\u0631 \u067e\u0631\u0648\u0688\u06a9\u0634\u0646 \u0631\u0648\u06cc\u06d2 \u06a9\u0648 \u062a\u0648\u0691 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u06a9\u0686\u06be \u0645\u0641\u06cc\u062f \u062a\u062d\u0642\u06cc\u0642\u06cc \u0627\u0634\u0627\u0631\u06d2 \u0645\u06cc\u06ba \u0634\u0627\u0645\u0644 \u06c1\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">List every observable side effect produced directly\nor indirectly by this function.\n\nFor each one, identify:\n\n- the side effect,\n- where it happens,\n- whether it is synchronous or asynchronous,\n- whether failure propagates,\n- whether it appears retryable,\n- whether it is idempotent,\n- whether it can be safely repeated.\n\nMark uncertain answers as unknown.\n<\/code><\/pre>\n<p>\u0622\u062e\u0631\u06cc \u062c\u0627\u0626\u06cc\u062f\u0627\u062f\u060c idempotency\u060c \u0628\u06c1\u062a \u0627\u06c1\u0645 \u06c1\u06d2.<\/p>\n<p>\u0641\u0631\u0636 \u06a9\u0631\u06cc\u06ba \u06a9\u06c1 \u0627\u06cc\u06a9 \u06a9\u0627\u0631\u06a9\u0646 \u0645\u0646\u062f\u0631\u062c\u06c1 \u0630\u06cc\u0644 \u06a9\u0627\u0645 \u06a9\u0631\u062a\u0627 \u06c1\u06d2:<\/p>\n<pre><code class=\"language-typescript\">await chargeCard(order);\nawait markOrderAsPaid(order);\n<\/code><\/pre>\n<p>\u0627\u06af\u0631 \u06a9\u0648\u0626\u06cc \u06a9\u0627\u0631\u06a9\u0646 \u062f\u0648 \u0644\u0627\u0626\u0646\u0648\u06ba \u06a9\u06d2 \u062f\u0631\u0645\u06cc\u0627\u0646 \u06a9\u0631\u06cc\u0634 \u06c1\u0648 \u062c\u0627\u0626\u06d2 \u0627\u0648\u0631 \u062f\u0648\u0628\u0627\u0631\u06c1 \u06a9\u0648\u0634\u0634 \u06a9\u0631\u06d2 \u062a\u0648 \u06a9\u06cc\u0627 \u06c1\u0648\u062a\u0627 \u06c1\u06d2\u061f \u0622\u067e \u0627\u067e\u0646\u06d2 \u0635\u0627\u0631\u0641\u06cc\u0646 \u06a9\u0648 \u062f\u0648 \u0628\u0627\u0631 \u0628\u0644 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4 \u0627\u0648\u0631 \u06cc\u06c1 \u0641\u0646\u06a9\u0634\u0646 \u06a9\u06d2 \u0646\u0627\u0645 \u0645\u06cc\u06ba \u0646\u0638\u0631 \u0646\u06c1\u06cc\u06ba \u0622\u062a\u0627\u06d4<\/p>\n<p>\u062f\u0648\u0628\u0627\u0631\u06c1 \u06a9\u0648\u0634\u0634 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0627\u0644\u0641\u0627\u0638 \u06a9\u0648 \u0633\u0645\u062c\u06be\u0646\u0627 \u0622\u067e \u06a9\u06d2 \u06a9\u0648\u0688 \u0628\u06cc\u0633 \u06a9\u0648 \u0633\u0645\u062c\u06be\u0646\u06d2 \u06a9\u0627 \u062d\u0635\u06c1 \u06c1\u06d2\u06d4<\/p>\n<h2 id=\"heading-how-to-discover-implicit-contracts\">\u0645\u0636\u0645\u0631 \u0645\u0639\u0627\u06c1\u062f\u0648\u06ba \u06a9\u0648 \u06a9\u06cc\u0633\u06d2 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0631\u06cc\u06ba\u06d4<\/h2>\n<p>\u062a\u0645\u0627\u0645 \u0645\u0639\u0627\u06c1\u062f\u0648\u06ba \u06a9\u0648 \u0627\u0646\u0679\u0631\u0641\u06cc\u0633 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631 \u0642\u0631\u0627\u0631 \u0646\u06c1\u06cc\u06ba \u062f\u06cc\u0627 \u062c\u0627\u062a\u0627 \u06c1\u06d2\u06d4 \u0645\u06cc\u0631\u0627\u062b\u06cc \u0627\u06cc\u067e\u0644\u06cc \u06a9\u06cc\u0634\u0646\u0632 \u0645\u06cc\u06ba \u0628\u06c1\u062a \u0633\u06d2 \u0645\u0636\u0645\u0631 \u0645\u0639\u0627\u06c1\u062f\u06d2 \u06c1\u0648\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0645\u062b\u0627\u0644 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631:<\/p>\n<pre><code class=\"language-typescript\">return {\n  status: \"ok\",\n  value: customer.balance.toFixed(2),\n};\n<\/code><\/pre>\n<p>\u06a9\u0686\u06be \u0628\u06cc\u0631\u0648\u0646\u06cc \u0635\u0627\u0631\u0641\u06cc\u0646 \u0627\u0633 \u067e\u0631 \u0628\u06be\u0631\u0648\u0633\u06c1 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba:<\/p>\n<pre><code class=\"language-json\">{\n  \"status\": \"ok\",\n  \"value\": \"100.00\"\n}\n<\/code><\/pre>\n<p>\u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u0646\u0627 <code>value<\/code> \u062a\u0627\u0631\u0648\u06ba \u0633\u06d2 \u0627\u0639\u062f\u0627\u062f \u0645\u06cc\u06ba \u062a\u0628\u062f\u06cc\u0644\u06cc \u0627\u06cc\u06a9 \u0628\u06c1\u062a\u0631\u06cc \u06a9\u06cc \u0637\u0631\u062d \u0644\u06af \u0633\u06a9\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-json\">{\n  \"status\": \"ok\",\n  \"value\": 100\n}\n<\/code><\/pre>\n<p>\u0627\u0633 \u0633\u06d2 \u06a9\u0644\u0627\u0626\u0646\u0679 \u06a9\u0631\u06cc\u0634 \u06c1\u0648 \u0633\u06a9\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u0630\u06cc\u0644 \u0645\u06cc\u06ba \u0645\u0639\u0627\u06c1\u062f\u06c1 \u062a\u0644\u0627\u0634 \u06a9\u0631\u06cc\u06ba:<\/p>\n<ul>\n<li>\n<p>API \u06a9\u0627 \u062c\u0648\u0627\u0628\u060c<\/p>\n<\/li>\n<li>\n<p>\u0648\u0627\u0642\u0639\u06c1\u060c<\/p>\n<\/li>\n<li>\n<p>\u0688\u06cc\u0679\u0627 \u0628\u06cc\u0633 \u06a9\u06cc \u0633\u0627\u062e\u062a\u060c<\/p>\n<\/li>\n<li>\n<p>CSV \u0628\u0631\u0622\u0645\u062f\u060c<\/p>\n<\/li>\n<li>\n<p>\u0641\u0627\u0626\u0644 \u06a9\u0627 \u0646\u0627\u0645\u060c<\/p>\n<\/li>\n<li>\n<p>\u0645\u0627\u062d\u0648\u0644\u06cc\u0627\u062a\u06cc \u0645\u062a\u063a\u06cc\u0631\u0627\u062a\u060c<\/p>\n<\/li>\n<li>\n<p>\u063a\u0644\u0637\u06cc \u06a9\u0627 \u067e\u06cc\u063a\u0627\u0645\u060c<\/p>\n<\/li>\n<li>\n<p>\u0642\u0637\u0627\u0631 \u067e\u06d2 \u0644\u0648\u0688\u060c<\/p>\n<\/li>\n<li>\n<p>\u0627\u0648\u0631 \u0648\u06cc\u0628 \u06c1\u06a9 \u0628\u0627\u0688\u06cc\u06d4<\/p>\n<\/li>\n<\/ul>\n<p>\u067e\u0648\u0686\u06be\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">Identify outputs from this module that could be consumed\noutside the module.\n\nInclude:\n\n- HTTP responses,\n- emitted events,\n- queue messages,\n- files,\n- database records,\n- exceptions,\n- logs used for automated processing.\n\nFor each output, explain what evidence suggests that it\nmay be an external or implicit contract.\n<\/code><\/pre>\n<p>\u0646\u0645\u0627\u0626\u0646\u062f\u06af\u06cc \u0627\u06c1\u0645 \u06c1\u06d2:<\/p>\n<blockquote>\n<p>\u062b\u0628\u0648\u062a \u06a9\u06cc\u0627 \u062a\u062c\u0648\u06cc\u0632 \u06a9\u0631\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<\/blockquote>\n<p>\u0646\u06c1\u06cc\u06ba:<\/p>\n<blockquote>\n<p>\u0645\u062c\u06be\u06d2 \u0628\u062a\u0627\u0626\u06cc\u06ba \u06a9\u06c1 \u0645\u0639\u0627\u06c1\u062f\u06c1 \u06a9\u06cc\u0627 \u06c1\u06d2\u061f<\/p>\n<\/blockquote>\n<p>\u0627\u0633 \u06a9\u06cc \u0648\u062c\u06c1 \u06cc\u06c1 \u06c1\u06d2 \u06a9\u06c1 \u0645\u0648\u062c\u0648\u062f\u06c1 \u0630\u062e\u06cc\u0631\u06c1 \u0635\u0627\u0631\u0641 \u06a9\u0648 \u062a\u0635\u062f\u06cc\u0642 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0642\u0627\u0628\u0644 \u0646\u06c1\u06cc\u06ba \u06c1\u0648\u0633\u06a9\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<h2 id=\"heading-how-to-use-ai-to-find-duplicated-business-rules\">\u0688\u067e\u0644\u06cc\u06a9\u06cc\u0679 \u06a9\u0627\u0631\u0648\u0628\u0627\u0631\u06cc \u0642\u0648\u0627\u0639\u062f \u062a\u0644\u0627\u0634 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 AI \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u06cc\u0633\u06d2 \u06a9\u0631\u06cc\u06ba\u06d4<\/h2>\n<p>\u0688\u067e\u0644\u06cc\u06a9\u06cc\u0679 \u06a9\u0648\u0688 \u06a9\u0627 \u067e\u062a\u06c1 \u0644\u06af\u0627\u0646\u0627 \u0622\u0633\u0627\u0646 \u06c1\u06d2\u06d4 \u0688\u067e\u0644\u06cc\u06a9\u06cc\u0679 <strong>\u06a9\u0627\u0631\u0648\u0628\u0627\u0631\u06cc \u0645\u0636\u0645\u0631\u0627\u062a<\/strong> \u06cc\u06c1 \u0632\u06cc\u0627\u062f\u06c1 \u0645\u0634\u06a9\u0644 \u06c1\u06d2\u06d4<\/p>\n<p>\u0622\u067e \u062a\u0644\u0627\u0634 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba:<\/p>\n<pre><code class=\"language-typescript\">if (customer.type === \"PREMIUM\") {\n  discount = total * 0.1;\n}\n<\/code><\/pre>\n<p>\u0627\u06cc\u06a9 \u0645\u0627\u0688\u06cc\u0648\u0644 \u0645\u06cc\u06ba\u06d4<\/p>\n<p>\u0627\u0648\u0631 \u062f\u0648\u0633\u0631\u06cc \u062c\u06af\u06c1:<\/p>\n<pre><code class=\"language-typescript\">if (account.plan === \"GOLD\") {\n  price = price * 0.9;\n}\n<\/code><\/pre>\n<p>\u06cc\u06c1 \u0627\u06cc\u06a9 \u06c1\u06cc \u06a9\u0627\u0631\u0648\u0628\u0627\u0631\u06cc \u0627\u0635\u0648\u0644 \u06a9\u06cc \u0646\u0645\u0627\u0626\u0646\u062f\u06af\u06cc \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba \u06cc\u0627 \u0646\u06c1\u06cc\u06ba \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>AI \u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u0648\u06ba \u06a9\u06cc \u0634\u0646\u0627\u062e\u062a \u0645\u06cc\u06ba \u0645\u0641\u06cc\u062f \u06c1\u06d2\u06d4<\/p>\n<p>\u067e\u0648\u0686\u06be\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">Search the repository for business rules related to\ncustomer discounts.\n\nGroup implementations that appear semantically related,\neven if variable names differ.\n\nFor each group:\n\n- list file locations,\n- describe the apparent rule,\n- highlight differences,\n- do not assume the rules should be unified.\n<\/code><\/pre>\n<p>\u0622\u062e\u0631\u06cc \u06c1\u062f\u0627\u06cc\u062a \u0627\u06c1\u0645 \u06c1\u06d2\u06d4<\/p>\n<p>\u0646\u0642\u0644 \u0628\u0639\u0636 \u0627\u0648\u0642\u0627\u062a \u062d\u0627\u062f\u062b\u0627\u062a\u06cc \u06c1\u0648\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<p>\u0628\u0639\u0636 \u0627\u0648\u0642\u0627\u062a \u0648\u06c1 \u062f\u0648 \u0634\u0639\u0628\u0648\u06ba \u06a9\u06cc \u0646\u0645\u0627\u0626\u0646\u062f\u06af\u06cc \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba \u062c\u0648 \u0622\u0632\u0627\u062f\u0627\u0646\u06c1 \u0637\u0648\u0631 \u067e\u0631 \u062a\u06cc\u0627\u0631 \u06c1\u0648\u0626\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0627\u067e\u0646\u06d2 AI \u0627\u0633\u0633\u0679\u0646\u0679 \u06a9\u0648 \u06af\u06be\u0648\u0645\u0646\u06d2 \u0633\u06d2 \u0631\u0648\u06a9\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">similar\n<\/code><\/pre>\n<p>\u0645\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">must be merged\n<\/code><\/pre>\n<p>\u0628\u063a\u06cc\u0631 \u062b\u0628\u0648\u062a \u06a9\u06d2\u06d4<\/p>\n<h2 id=\"heading-how-to-build-a-lightweight-dependency-map\">\u06c1\u0644\u06a9\u0627 \u067e\u06be\u0644\u06a9\u0627 \u0627\u0646\u062d\u0635\u0627\u0631 \u06a9\u0627 \u0646\u0642\u0634\u06c1 \u06a9\u06cc\u0633\u06d2 \u0628\u0646\u0627\u06cc\u0627 \u062c\u0627\u0626\u06d2\u06d4<\/h2>\n<p>\u06a9\u0633\u06cc \u0648\u0642\u062a\u060c \u0622\u067e \u06a9\u0648 \u06cc\u06c1 \u0633\u0645\u062c\u06be\u0646\u06d2 \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u06c1\u06d2 \u06a9\u06c1 \u0633\u0633\u0679\u0645 \u06a9\u06d2 \u06a9\u0648\u0646 \u0633\u06d2 \u062d\u0635\u06d2 \u062f\u0648\u0633\u0631\u06d2 \u062d\u0635\u0648\u06ba \u067e\u0631 \u0645\u0646\u062d\u0635\u0631 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0622\u067e \u06a9\u0648 \u0627\u06cc\u06a9 \u0645\u06a9\u0645\u0644 \u0627\u0646\u0679\u0631\u067e\u0631\u0627\u0626\u0632 \u0622\u0631\u06a9\u06cc\u0679\u06cc\u06a9\u0686\u0631 \u0688\u0627\u06cc\u0627\u06af\u0631\u0627\u0645 \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u0646\u06c1\u06cc\u06ba \u06c1\u06d2\u06d4 \u06c1\u0644\u06a9\u06d2 \u0648\u0632\u0646 \u06a9\u06d2 \u0627\u0646\u062d\u0635\u0627\u0631 \u06a9\u06d2 \u0646\u0642\u0634\u06d2 \u0633\u06d2 \u0634\u0631\u0648\u0639 \u06a9\u0631\u0646\u0627 \u06a9\u0627\u0641\u06cc \u06c1\u06d2\u06d4<\/p>\n<p>\u0645\u062b\u0627\u0644 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631:<\/p>\n<pre><code class=\"language-text\">Orders\n \u251c\u2500\u2500 Customers\n \u251c\u2500\u2500 Inventory\n \u251c\u2500\u2500 Payments\n \u251c\u2500\u2500 Notifications\n \u2514\u2500\u2500 Database\n\nPayments\n \u251c\u2500\u2500 Payment Provider\n \u251c\u2500\u2500 Audit\n \u2514\u2500\u2500 Database\n<\/code><\/pre>\n<p>AI \u0633\u06d2 \u0645\u0627\u0688\u06cc\u0648\u0644 \u06a9\u06cc \u0633\u0637\u062d \u067e\u0631 \u0627\u0646\u062d\u0635\u0627\u0631 \u0646\u06a9\u0627\u0644\u0646\u06d2 \u06a9\u0648 \u06a9\u06c1\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-text\">Build a module dependency map from the repository.\n\nOnly include dependencies supported by imports,\nconstructor dependencies, explicit calls, or configuration.\n\nOutput:\n\nModule A -> Module B\n\nFor each dependency, provide at least one source file\nthat demonstrates it.\n\nDo not infer dependencies from names alone.\n<\/code><\/pre>\n<p>\u0627\u0633 \u06a9\u06d2 \u0628\u0639\u062f \u0622\u067e \u062e\u0648\u062f\u06a9\u0627\u0631 \u0679\u0648\u0644\u0632 \u06a9\u06d2 \u0633\u0627\u062a\u06be \u0646\u062a\u0627\u0626\u062c \u06a9\u0627 \u0645\u0648\u0627\u0632\u0646\u06c1 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>JavaScript \u06cc\u0627 TypeScript \u067e\u0631\u0648\u062c\u06cc\u06a9\u0679\u0633 \u06a9\u06d2 \u0644\u06cc\u06d2\u060c \u0627\u0646\u062d\u0635\u0627\u0631\u06cc \u062a\u062c\u0632\u06cc\u06c1 \u06a9\u0627 \u0622\u0644\u06c1 \u0622\u067e \u06a9\u0648 \u062a\u0644\u0627\u0634 \u06a9\u0631\u0646\u06d2 \u0645\u06cc\u06ba \u0645\u062f\u062f \u06a9\u0631 \u0633\u06a9\u062a\u0627 \u06c1\u06d2:<\/p>\n<ul>\n<li>\n<p>\u0633\u0631\u06a9\u0644\u0631 \u0627\u0646\u062d\u0635\u0627\u0631<\/p>\n<\/li>\n<li>\n<p>\u06a9\u0631\u0627\u0633 \u0645\u0627\u0688\u06cc\u0648\u0644 \u062f\u0631\u0622\u0645\u062f<\/p>\n<\/li>\n<li>\n<p>\u0627\u0639\u0644\u06cc \u067e\u0631\u0633\u062a\u0627\u0631<\/p>\n<\/li>\n<li>\n<p>\u0627\u0639\u0644\u06cc \u067e\u0631\u0633\u062a\u0627\u0631<\/p>\n<\/li>\n<\/ul>\n<p>AI \u06cc\u06c1 \u0628\u062a\u0627\u0646\u06d2 \u0645\u06cc\u06ba \u0645\u0641\u06cc\u062f \u06c1\u06d2 \u06a9\u06c1 \u06cc\u06c1 \u0627\u0646\u062d\u0635\u0627\u0631 \u06a9\u06cc\u0648\u06ba \u0627\u06c1\u0645 \u06c1\u06cc\u06ba\u06d4 \u062c\u0627\u0645\u062f \u062a\u062c\u0632\u06cc\u06c1 \u0648\u062c\u0648\u062f \u06a9\u0648 \u062b\u0627\u0628\u062a \u06a9\u0631\u0646\u06d2 \u0645\u06cc\u06ba \u0628\u06c1\u062a\u0631 \u06c1\u06d2\u06d4<\/p>\n<p>\u062f\u0648\u0646\u0648\u06ba \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<h2 id=\"heading-how-to-mark-what-you-still-do-not-understand\">\u062c\u0633 \u0686\u06cc\u0632 \u06a9\u0648 \u0622\u067e \u0627\u0628\u06be\u06cc \u062a\u06a9 \u0646\u06c1\u06cc\u06ba \u0633\u0645\u062c\u06be\u062a\u06d2 \u0627\u0633\u06d2 \u06a9\u06cc\u0633\u06d2 \u0646\u0634\u0627\u0646 \u0632\u062f \u06a9\u0631\u06cc\u06ba\u06d4<\/h2>\n<p>\u06cc\u06c1 \u0639\u0645\u0644 \u06a9\u06d2 \u0633\u0628 \u0633\u06d2 \u0627\u06c1\u0645 \u062d\u0635\u0648\u06ba \u0645\u06cc\u06ba \u0633\u06d2 \u0627\u06cc\u06a9 \u06c1\u06d2\u06d4<\/p>\n<p>\u0627\u06cc\u06a9 \u0645\u0641\u06cc\u062f \u0646\u0638\u0627\u0645 \u06a9\u0627 \u0646\u0642\u0634\u06c1 \u0635\u0631\u0641 \u062c\u0648\u0627\u0628\u0627\u062a \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u067e\u0631 \u0645\u0634\u062a\u0645\u0644 \u06c1\u06d2\u06d4 \u0627\u0633 \u0645\u06cc\u06ba \u063a\u06cc\u0631 \u06cc\u0642\u06cc\u0646\u06cc \u0635\u0648\u0631\u062a\u062d\u0627\u0644 \u0628\u06be\u06cc \u0634\u0627\u0645\u0644 \u06c1\u06d2\u06d4<\/p>\n<p>\u0645\u06cc\u06ba \u0627\u0633 \u0637\u0631\u062d \u06a9\u06cc \u0627\u06cc\u06a9 \u0648\u0627\u0636\u062d \u0641\u06c1\u0631\u0633\u062a \u0631\u06a9\u06be\u0646\u0627 \u067e\u0633\u0646\u062f \u06a9\u0631\u062a\u0627 \u06c1\u0648\u06ba:<\/p>\n<pre><code class=\"language-markdown\">## Open Questions\n\n- Why is the enterprise credit threshold 50,000?\n- Is `ORDER_APPROVAL` consumed outside this repository?\n- Can marketplace orders bypass inventory validation?\n- Is `customer.balance` allowed to be negative?\n- What process transitions PENDING orders to APPROVED?\n- Is `legacy_customer_id` still used by another system?\n<\/code><\/pre>\n<p>\u0622\u067e AI \u0633\u06d2 \u06cc\u06c1 \u0641\u06c1\u0631\u0633\u062a \u062a\u06cc\u0627\u0631 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u06a9\u06c1\u06c1 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-text\">Based on everything analyzed so far, list the questions\nthat can't be answered safely from the repository.\n\nFocus on questions that would matter during:\n\n- refactoring,\n- migration,\n- schema changes,\n- interface changes,\n- removal of code.\n\nDo not answer the questions.\n<\/code><\/pre>\n<p>\u0645\u062c\u06be\u06d2 \u06cc\u06c1 \u067e\u0631\u0627\u0645\u067e\u0679 \u067e\u0633\u0646\u062f \u06c1\u06d2 \u06a9\u06cc\u0648\u0646\u06a9\u06c1 \u06cc\u06c1 \u0627\u0633 \u06a9\u06d2 \u0628\u0631\u0639\u06a9\u0633 \u06a9\u0631\u062a\u0627 \u06c1\u06d2 \u062c\u0648 \u06c1\u0645 \u0639\u0627\u0645 \u0637\u0648\u0631 \u067e\u0631 AI \u0633\u06d2 \u06a9\u0631\u0646\u06d2 \u06a9\u0648 \u06a9\u06c1\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4 \u0645\u0627\u0688\u0644 \u0633\u06d2 \u0645\u0642\u0627\u0645 \u06a9\u06cc \u0646\u0634\u0627\u0646\u062f\u06c1\u06cc \u06a9\u0631\u0646\u06d2 \u06a9\u0648 \u06a9\u06c1\u06cc\u06ba\u06d4 <strong>~ \u0646\u06c1\u06cc\u06ba<\/strong> \u062f\u06a9\u06be\u0627\u0648\u0627 \u06a9\u0631\u0648 \u062a\u0645 \u062c\u0627\u0646\u062a\u06d2 \u06c1\u0648\u06d4<\/p>\n<p>\u062c\u062f\u06cc\u062f \u06a9\u0627\u0631\u06cc \u06a9\u06d2 \u0645\u0646\u0635\u0648\u0628\u0648\u06ba \u0645\u06cc\u06ba \u06cc\u06c1 \u0646\u0627\u0645\u0639\u0644\u0648\u0645 \u0634\u0627\u0645\u0644 \u06c1\u0648\u0646\u0627 \u0636\u0631\u0648\u0631\u06cc \u06c1\u06d2\u06d4<\/p>\n<h2 id=\"heading-how-to-validate-ai-findings-against-the-system\">\u0627\u067e\u0646\u06d2 \u0633\u0633\u0679\u0645 \u06a9\u06d2 \u062e\u0644\u0627\u0641 AI \u0646\u062a\u0627\u0626\u062c \u06a9\u06cc \u062a\u0648\u062b\u06cc\u0642 \u06a9\u06cc\u0633\u06d2 \u06a9\u0631\u06cc\u06ba\u06d4<\/h2>\n<p>AI \u0633\u06d2 \u062a\u06cc\u0627\u0631 \u06a9\u0631\u062f\u06c1 \u0648\u0636\u0627\u062d\u062a\u06cc\u06ba \u0642\u0627\u0626\u0644 \u06a9\u0631\u0646\u06d2 \u0648\u0627\u0644\u06cc \u0644\u06af \u0633\u06a9\u062a\u06cc \u06c1\u06cc\u06ba \u0686\u0627\u06c1\u06d2 \u0648\u06c1 \u0646\u0627\u0645\u06a9\u0645\u0644 \u06c1\u0648\u06ba\u06d4 \u0644\u06c1\u0670\u0630\u0627\u060c \u06c1\u0631 \u0627\u06c1\u0645 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0627 \u062b\u0628\u0648\u062a \u06a9\u0627 \u062f\u0648\u0633\u0631\u0627 \u0630\u0631\u06cc\u0639\u06c1 \u06c1\u0648\u0646\u0627 \u0686\u0627\u06c1\u06cc\u06d2\u06d4<\/p>\n<p>\u0645\u06cc\u06ba \u0627\u06cc\u06a9 \u0633\u0627\u062f\u06c1 \u062f\u0631\u062c\u06c1 \u0628\u0646\u062f\u06cc \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u0627 \u06c1\u0648\u06ba\u06d4<\/p>\n<h3 id=\"heading-repository-search\">\u0645\u062e\u0632\u0646 \u06a9\u06cc \u062a\u0644\u0627\u0634<\/h3>\n<p>\u0627\u06af\u0631 AI \u06a9\u06c1\u062a\u0627 \u06c1\u06d2 \u06a9\u06c1 \u0627\u06cc\u06a9 \u0641\u0646\u06a9\u0634\u0646 \u0635\u0631\u0641 \u0627\u06cc\u06a9 \u0628\u0627\u0631 \u0628\u0644\u0627\u06cc\u0627 \u062c\u0627\u0626\u06d2 \u06af\u0627\u060c \u062a\u0648 \u0627\u0633 \u0641\u0646\u06a9\u0634\u0646 \u06a9\u0648 \u062a\u0644\u0627\u0634 \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-bash\">rg \"approveOrder\" .\n<\/code><\/pre>\n<h3 id=\"heading-tests\">\u0679\u06cc\u0633\u0679<\/h3>\n<p>\u0679\u06cc\u0633\u0679 \u0627\u06a9\u062b\u0631 \u0627\u06cc\u0633\u06d2 \u0645\u0641\u0631\u0648\u0636\u0648\u06ba \u06a9\u0648 \u0638\u0627\u06c1\u0631 \u06a9\u0631\u062a\u06d2 \u06c1\u06cc\u06ba \u062c\u0646 \u06a9\u0627 \u0646\u0641\u0627\u0630 \u06a9\u0648\u0688 \u06a9\u0627 \u062d\u0633\u0627\u0628 \u0646\u06c1\u06cc\u06ba \u06c1\u06d2\u06d4<\/p>\n<p>\u062a\u0644\u0627\u0634 \u06a9\u0631\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">expected errors\nspecial values\nboundary cases\nfixture data\nhistorical behavior\n<\/code><\/pre>\n<h3 id=\"heading-database-schema\">\u0688\u06cc\u0679\u0627 \u0628\u06cc\u0633 \u0633\u06a9\u06cc\u0645\u0627<\/h3>\n<p>\u0627\u0633\u06a9\u06cc\u0645\u0627\u0633 \u0627\u06c1\u0645 \u0646\u06a9\u0627\u062a \u06a9\u0648 \u0638\u0627\u06c1\u0631 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba \u062c\u06cc\u0633\u06d2:<\/p>\n<ul>\n<li>\n<p>nullable \u0641\u06cc\u0644\u0688<\/p>\n<\/li>\n<li>\n<p>\u063a\u06cc\u0631 \u0645\u0644\u06a9\u06cc \u06a9\u0644\u06cc\u062f<\/p>\n<\/li>\n<li>\n<p>\u067e\u06c1\u0644\u06d2 \u0633\u06d2 \u0637\u06d2 \u0634\u062f\u06c1<\/p>\n<\/li>\n<li>\n<p>\u0645\u06cc\u0631\u0627\u062b\u06cc \u06a9\u0627\u0644\u0645<\/p>\n<\/li>\n<li>\n<p>\u0641\u0627\u0631\u0645\u0627\u0633\u06cc\u0648\u0679\u06cc\u06a9\u0644<\/p>\n<\/li>\n<li>\n<p>\u062d\u06cc\u062b\u06cc\u062a \u06a9\u06cc \u0642\u062f\u0631<\/p>\n<\/li>\n<\/ul>\n<h3 id=\"heading-logs-and-observability\">\u0646\u0648\u0634\u062a\u06c1 \u062c\u0627\u062a \u0627\u0648\u0631 \u0645\u0634\u0627\u06c1\u062f\u06c1<\/h3>\n<p>\u067e\u0631\u0648\u0688\u06a9\u0634\u0646 \u0679\u06cc\u0644\u06cc \u0645\u06cc\u0679\u0631\u06cc \u0622\u067e \u06a9\u0648 \u0628\u062a\u0627 \u0633\u06a9\u062a\u06cc \u06c1\u06d2 \u06a9\u06c1 \u0622\u06cc\u0627 \u0648\u06c1 \u0631\u0627\u0633\u062a\u06d2 \u062c\u0646\u06c1\u06cc\u06ba \u063a\u06cc\u0631 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0634\u062f\u06c1 \u0633\u0645\u062c\u06be\u0627 \u062c\u0627\u062a\u0627 \u06c1\u06d2 \u0627\u0628 \u0628\u06be\u06cc \u0641\u0639\u0627\u0644 \u06c1\u06cc\u06ba\u06d4<\/p>\n<h3 id=\"heading-version-history\">\u0648\u0631\u0698\u0646 \u06a9\u06cc \u062a\u0627\u0631\u06cc\u062e<\/h3>\n<p>\u06af\u0679 \u06c1\u0633\u0679\u0631\u06cc \u0628\u0639\u0636 \u0627\u0648\u0642\u0627\u062a \u0627\u06cc\u0633\u06d2 \u0633\u0648\u0627\u0644\u0648\u06ba \u06a9\u06d2 \u062c\u0648\u0627\u0628 \u062f\u06d2 \u0633\u06a9\u062a\u06cc \u06c1\u06d2 \u062c\u0648 \u0633\u0648\u0631\u0633 \u06a9\u0648\u0688 \u0646\u06c1\u06cc\u06ba \u062f\u06d2 \u0633\u06a9\u062a\u06d2\u06d4<\/p>\n<p>\u0645\u062b\u0627\u0644 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631:<\/p>\n<pre><code class=\"language-bash\">git log -S \"Manual verification required\" --all\n<\/code><\/pre>\n<p>\u06cc\u0627:<\/p>\n<pre><code class=\"language-bash\">git blame src\/orders\/approveOrder.ts\n<\/code><\/pre>\n<p>\u0648\u06c1 \u0639\u06c1\u062f \u062c\u0633 \u06a9\u06d2 \u0646\u062a\u06cc\u062c\u06d2 \u0645\u06cc\u06ba \u0639\u062c\u06cc\u0628 \u062d\u0627\u0644\u062a \u067e\u06cc\u062f\u0627 \u06c1\u0648\u0626\u06cc \u0627\u0633 \u0645\u06cc\u06ba \u0648\u0636\u0627\u062d\u062a \u06c1\u0648\u0633\u06a9\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<p>\u0648\u06c1 \u0639\u0644\u0627\u0642\u06d2 \u062c\u06c1\u0627\u06ba AI \u062a\u0627\u0631\u06cc\u062e \u06a9\u0627 \u062e\u0644\u0627\u0635\u06c1 \u06a9\u0631\u0646\u06d2 \u0645\u06cc\u06ba \u0645\u062f\u062f \u06a9\u0631 \u0633\u06a9\u062a\u0627 \u06c1\u06d2 \u0627\u0646 \u0645\u06cc\u06ba \u0634\u0627\u0645\u0644 \u06c1\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">Review the commits that changed this function.\n\nBuild a timeline of behavior changes.\n\nFor each change, include:\n\n- commit,\n- date,\n- behavior changed,\n- stated reason if available.\n\nDo not infer a reason if the commit history does not provide one.\n<\/code><\/pre>\n<p>\u0627\u0633 \u0633\u06d2 \u0622\u067e \u06a9\u0627 \u0646\u0627\u0642\u0627\u0628\u0644 \u06cc\u0642\u06cc\u0646 \u0648\u0642\u062a \u0628\u0686 \u062c\u0627\u0626\u06d2 \u06af\u0627\u06d4<\/p>\n<h2 id=\"heading-how-to-turn-codebase-understanding-into-a-migration-plan\">\u06a9\u0648\u0688 \u0628\u06cc\u0633 \u06a9\u06cc \u062a\u0641\u06c1\u06cc\u0645 \u06a9\u0648 \u0645\u0627\u0626\u06cc\u06af\u0631\u06cc\u0634\u0646 \u067e\u0644\u0627\u0646\u0646\u06af \u0645\u06cc\u06ba \u06a9\u06cc\u0633\u06d2 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u06cc\u0627 \u062c\u0627\u0626\u06d2\u06d4<\/h2>\n<p>\u0627\u06cc\u06a9 \u0628\u0627\u0631 \u062c\u0628 \u0622\u067e \u0627\u06cc\u06a9 \u062e\u0635\u0648\u0635\u06cc\u062a \u06a9\u0648 \u0633\u0645\u062c\u06be \u0644\u06cc\u06ba \u062a\u0648 \u0622\u067e \u0641\u06cc\u0635\u0644\u06c1 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4 \u0644\u06cc\u06a9\u0646 \u067e\u06c1\u0644\u06d2 \u0627\u06cc\u0633\u0627 \u0646\u06c1\u06cc\u06ba \u062a\u06be\u0627\u06d4<\/p>\n<p>\u0641\u0631\u0636 \u06a9\u0631\u06cc\u06ba \u06a9\u06c1 \u0622\u067e \u06a9\u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0633\u06d2 \u062f\u0631\u062c \u0630\u06cc\u0644 \u0646\u062a\u0627\u0626\u062c \u0628\u0631\u0622\u0645\u062f \u06c1\u0648\u062a\u06d2 \u06c1\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">Create Order\n\nBusiness rules:\n- active customer required\n- premium customers receive 10% discount\n- inventory must be available\n\nSide effects:\n- order persisted\n- inventory reserved\n- payment queued\n- confirmation email sent\n\nExternal contracts:\n- POST \/orders response\n- payment queue payload\n- order.created event\n\nUnknowns:\n- retry semantics for inventory reservation\n- whether event consumers require exact field names\n<\/code><\/pre>\n<p>\u0627\u0628 \u0622\u067e \u0641\u06cc\u0635\u0644\u06c1 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba \u06a9\u06c1 \u06a9\u0633 \u0686\u06cc\u0632 \u06a9\u06cc \u062d\u0641\u0627\u0638\u062a \u06a9\u0631\u0646\u06cc \u06c1\u06d2\u06d4<\/p>\n<p>\u0645\u062b\u0627\u0644 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631:<\/p>\n<pre><code class=\"language-text\">Protect first:\n- pricing behavior\n- API response\n- payment payload\n- event schema\n<\/code><\/pre>\n<p>\u067e\u06be\u0631 \u0641\u06cc\u0635\u0644\u06c1 \u06a9\u0631\u06cc\u06ba \u06a9\u06c1 \u06a9\u06cc\u0627 \u0631\u06cc \u0641\u06cc\u06a9\u0679\u0631 \u06a9\u06cc\u0627 \u062c\u0627 \u0633\u06a9\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-text\">Candidate boundaries:\n- pricing policy\n- inventory gateway\n- payment publisher\n- notification service\n<\/code><\/pre>\n<p>\u067e\u06be\u0631 \u0641\u06cc\u0635\u0644\u06c1 \u06a9\u0631\u06cc\u06ba \u06a9\u06c1 \u06a9\u0633 \u0686\u06cc\u0632 \u06a9\u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u06c1\u06d2\u06d4<\/p>\n<pre><code class=\"language-text\">Block migration until understood:\n- inventory retry behavior\n- event consumers\n<\/code><\/pre>\n<p>\u06cc\u06c1 \u067e\u06c1\u0644\u06d2 \u0633\u06d2 \u06c1\u06cc \u06c1\u062c\u0631\u062a \u06a9\u0627 \u0645\u0646\u0635\u0648\u0628\u06c1 \u06c1\u06d2\u06d4<\/p>\n<p>AI \u06a9\u06cc\u0627 \u0646\u06c1\u06cc\u06ba \u06a9\u0631\u062a\u0627 \u0627\u0633 \u067e\u0631 \u062a\u0648\u062c\u06c1 \u062f\u06cc\u06ba\u06d4 \u0645\u06cc\u06ba \u0646\u06d2 \u0679\u0627\u0631\u06af\u0679 \u0641\u0646 \u062a\u0639\u0645\u06cc\u0631 \u06a9\u0627 \u0641\u06cc\u0635\u0644\u06c1 \u0646\u06c1\u06cc\u06ba \u06a9\u06cc\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u0627\u0633 \u0633\u06d2 \u0645\u0648\u062c\u0648\u062f\u06c1 \u0641\u0646 \u062a\u0639\u0645\u06cc\u0631 \u06a9\u0648 \u0641\u06cc\u0635\u0644\u06d2 \u06a9\u0631\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u06a9\u0627\u0641\u06cc \u0642\u0627\u0628\u0644 \u0645\u0634\u0627\u06c1\u062f\u06c1 \u0628\u0646\u0627\u0646\u06d2 \u0645\u06cc\u06ba \u0645\u062f\u062f \u0645\u0644\u06cc\u06d4<\/p>\n<h2 id=\"heading-a-practical-codebase-archaeology-workflow\">\u0639\u0645\u0644\u06cc \u06a9\u0648\u0688\u0628\u06cc\u0633 \u0622\u0631\u06a9\u06cc\u0627\u0644\u0648\u062c\u06cc \u0648\u0631\u06a9 \u0641\u0644\u0648<\/h2>\n<p>\u0627\u06af\u0631 \u0622\u067e \u06a9\u0648 \u0627\u0633 \u0639\u0645\u0644 \u06a9\u0648 \u062f\u06c1\u0631\u0627\u0646\u06d2 \u06a9\u06d2 \u0642\u0627\u0628\u0644 \u0639\u0645\u0644 \u0645\u06cc\u06ba \u06a9\u0645 \u06a9\u0631\u0646\u06d2 \u06a9\u06cc \u0636\u0631\u0648\u0631\u062a \u06c1\u06d2 \u062a\u0648 \u062f\u0631\u062c \u0630\u06cc\u0644 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u06cc\u06ba:<\/p>\n<h3 id=\"heading-1-map-the-repository\">1. \u0631\u06cc\u067e\u0648\u0632\u0679\u0631\u06cc \u0645\u06cc\u067e\u0646\u06af<\/h3>\n<p>\u0634\u0646\u0627\u062e\u062a \u06a9\u0631\u06cc\u06ba:<\/p>\n<ul>\n<li>\n<p>\u062f\u0627\u062e\u0644\u06c1 \u067e\u0648\u0627\u0626\u0646\u0679<\/p>\n<\/li>\n<li>\n<p>\u0645\u0627\u0688\u06cc\u0648\u0644<\/p>\n<\/li>\n<li>\n<p>\u0627\u0633\u062a\u0642\u0627\u0645\u062a<\/p>\n<\/li>\n<li>\n<p>\u0627\u0646\u0636\u0645\u0627\u0645<\/p>\n<\/li>\n<li>\n<p>\u06a9\u0627\u0631\u06a9\u0646<\/p>\n<\/li>\n<li>\n<p>\u0646\u0648\u06a9\u0631\u06cc<\/p>\n<\/li>\n<li>\n<p>\u0679\u06cc\u0633\u0679<\/p>\n<\/li>\n<li>\n<p>\u0645\u0631\u06a9\u0628<\/p>\n<\/li>\n<\/ul>\n<p>\u06a9\u0633\u06cc \u0628\u06be\u06cc \u0686\u06cc\u0632 \u06a9\u0648 \u0631\u06cc \u0641\u06cc\u06a9\u0679\u0631 \u0646\u06c1 \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<h3 id=\"heading-2-choose-one-capability\">2. \u0627\u06cc\u06a9 \u062e\u0635\u0648\u0635\u06cc\u062a \u06a9\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u06cc\u06ba\u06d4<\/h3>\n<p>\u0628\u0631\u0627\u06c1 \u06a9\u0631\u0645 \u0645\u062e\u0635\u0648\u0635 \u062a\u0641\u0635\u06cc\u0644\u0627\u062a \u0645\u0646\u062a\u062e\u0628 \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-text\">Create Order\nApprove Loan\nGenerate Invoice\nRegister Customer\nCancel Subscription\n<\/code><\/pre>\n<p>\u0627\u06cc\u06a9 \u0633\u0627\u062a\u06be \u067e\u0648\u0631\u06cc \u067e\u0631\u0648\u0688\u06a9\u0679 \u06a9\u0648 \u0633\u0645\u062c\u06be\u0646\u06d2 \u06a9\u06cc \u06a9\u0648\u0634\u0634 \u0646\u06c1 \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<h3 id=\"heading-3-trace-it-end-to-end\">3. \u0622\u062e\u0631 \u062a\u06a9 \u0639\u0645\u0644 \u06a9\u0631\u06cc\u06ba\u06d4<\/h3>\n<p>\u067e\u06cc\u0631\u0648\u06cc \u06a9\u0631\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">input\n\u2193\nbusiness logic\n\u2193\nstate changes\n\u2193\nexternal calls\n\u2193\noutput\n<\/code><\/pre>\n<p>\u062a\u0645\u0627\u0645 \u0645\u062a\u0639\u0644\u0642\u06c1 \u0641\u0627\u0626\u0644\u0648\u06ba \u06a9\u0648 \u0631\u06cc\u06a9\u0627\u0631\u0688 \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<p>\u0627\u0644\u06af \u06a9\u06cc\u0627 \u06af\u06cc\u0627:<\/p>\n<ul>\n<li>\n<p>\u0648\u0627\u0636\u062d \u0642\u0648\u0627\u0646\u06cc\u0646<\/p>\n<\/li>\n<li>\n<p>\u0645\u0645\u06a9\u0646\u06c1 \u062d\u06a9\u0645\u0631\u0627\u0646\u06cc<\/p>\n<\/li>\n<li>\n<p>\u0628\u0646\u06cc\u0627\u062f\u06cc \u0688\u06be\u0627\u0646\u0686\u06d2 \u06a9\u06d2 \u0631\u0648\u06cc\u06d2<\/p>\n<\/li>\n<li>\n<p>\u0646\u0627\u0645\u0639\u0644\u0648\u0645<\/p>\n<\/li>\n<\/ul>\n<h3 id=\"heading-5-identify-side-effects\">5. \u0636\u0645\u0646\u06cc \u0627\u062b\u0631\u0627\u062a \u06a9\u06cc \u062c\u0627\u0646\u0686 \u06a9\u0631\u06cc\u06ba\u06d4<\/h3>\n<p>\u062a\u0644\u0627\u0634 \u06a9\u0631\u06cc\u06ba:<\/p>\n<ul>\n<li>\n<p>\u0644\u06a9\u06be\u0646\u0627<\/p>\n<\/li>\n<li>\n<p>\u067e\u06cc\u063a\u0627\u0645<\/p>\n<\/li>\n<li>\n<p>\u0627\u06cc \u0645\u06cc\u0644<\/p>\n<\/li>\n<li>\n<p>\u0646\u0648\u06a9\u0631\u06cc<\/p>\n<\/li>\n<li>\n<p>\u06a9\u06cc\u0634\u06d2 \u06a9\u0648 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u06cc\u06ba<\/p>\n<\/li>\n<li>\n<p>\u0628\u06cc\u0631\u0648\u0646\u06cc \u06a9\u0631\u0646\u0633\u06cc<\/p>\n<\/li>\n<\/ul>\n<h3 id=\"heading-6-discover-contracts\">6. \u0645\u0639\u0627\u06c1\u062f\u06c1 \u062f\u0631\u06cc\u0627\u0641\u062a<\/h3>\n<p>\u062a\u0644\u0627\u0634 \u06a9\u0631\u06cc\u06ba:<\/p>\n<ul>\n<li>\n<p>apis<\/p>\n<\/li>\n<li>\n<p>\u0627\u06cc\u0648\u0646\u0679 \u0633\u06a9\u06cc\u0645\u0627<\/p>\n<\/li>\n<li>\n<p>\u0688\u06cc\u0679\u0627 \u0628\u06cc\u0633 \u0645\u0641\u0631\u0648\u0636\u06d2\u06d4<\/p>\n<\/li>\n<li>\n<p>\u0628\u0631\u0622\u0645\u062f \u0641\u0627\u0626\u0644<\/p>\n<\/li>\n<li>\n<p>\u063a\u0644\u0637\u06cc \u06a9\u0627 \u0631\u0648\u06cc\u06c1<\/p>\n<\/li>\n<\/ul>\n<h3 id=\"heading-7-map-dependencies\">7. \u0646\u0642\u0634\u06c1 \u067e\u0631 \u0627\u0646\u062d\u0635\u0627\u0631<\/h3>\n<p>\u062f\u0633\u062a\u0627\u0648\u06cc\u0632:<\/p>\n<pre><code class=\"language-text\">module -> module\n<\/code><\/pre>\n<p>\u0627\u0648\u0631 \u062c\u0648\u0691\u06d2 \u06a9\u06cc \u0634\u0646\u0627\u062e\u062a \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<h3 id=\"heading-8-record-unknowns\">8. \u0646\u0627\u0645\u0639\u0644\u0648\u0645 \u0631\u06cc\u06a9\u0627\u0631\u0688<\/h3>\n<p>\u0627\u067e\u0646\u06cc \u0628\u06d2 \u06cc\u0642\u06cc\u0646\u06cc \u06a9\u0648 \u0645\u062a \u0686\u06be\u067e\u0627\u0626\u06cc\u06ba\u06d4 \u0627\u06cc\u06a9 \u0648\u0627\u0636\u062d \u0641\u06c1\u0631\u0633\u062a \u0628\u0646\u0627\u0626\u06cc\u06ba\u06d4<\/p>\n<h3 id=\"heading-9-verify\">9. \u062a\u0635\u062f\u06cc\u0642 \u06a9\u0631\u06cc\u06ba\u06d4<\/h3>\n<p>\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u06cc\u06ba:<\/p>\n<ul>\n<li>\n<p>\u0645\u062e\u0632\u0646 \u06a9\u06cc \u062a\u0644\u0627\u0634<\/p>\n<\/li>\n<li>\n<p>\u0679\u06cc\u0633\u0679<\/p>\n<\/li>\n<li>\n<p>\u062e\u0627\u06a9\u06c1<\/p>\n<\/li>\n<li>\n<p>\u0644\u0627\u06af<\/p>\n<\/li>\n<li>\n<p>\u06af\u0679 \u06c1\u0633\u0679\u0631\u06cc<\/p>\n<\/li>\n<li>\n<p>\u067e\u06cc\u062f\u0627\u0648\u0627\u0631 \u0679\u06cc\u0644\u06cc \u0645\u06cc\u0679\u0631\u06cc<\/p>\n<\/li>\n<\/ul>\n<h3 id=\"heading-10-only-then-plan-the-change\">10. \u062a\u0628 \u06c1\u06cc \u0645\u0646\u0635\u0648\u0628\u06c1 \u0628\u0646\u062f\u06cc \u06a9\u06cc \u062a\u0628\u062f\u06cc\u0644\u06cc<\/h3>\n<p>\u0641\u06cc\u0635\u0644\u06c1 \u06a9\u0631\u06cc\u06ba:<\/p>\n<ul>\n<li>\n<p>\u06a9\u0646 \u0627\u0639\u0645\u0627\u0644 \u06a9\u0648 \u0632\u0646\u062f\u06c1 \u0631\u06c1\u0646\u0627 \u0686\u0627\u06c1\u06cc\u06d2\u061b<\/p>\n<\/li>\n<li>\n<p>\u06a9\u0648\u0646 \u0633\u0627 \u06a9\u0648\u0688 \u063a\u0627\u0626\u0628 \u06c1\u0648 \u0633\u06a9\u062a\u0627 \u06c1\u06d2\u060c<\/p>\n<\/li>\n<li>\n<p>\u06a9\u0646 \u062d\u062f\u0648\u062f \u06a9\u0648 \u0645\u062a\u0639\u0627\u0631\u0641 \u06a9\u0631\u0627\u06cc\u0627 \u062c\u0627\u0646\u0627 \u0686\u0627\u06c1\u0626\u06d2\u061b<\/p>\n<\/li>\n<li>\n<p>\u0679\u06cc\u0633\u0679 \u06a9\u0631\u0646\u06d2 \u06a9\u06cc \u06a9\u06cc\u0627 \u0636\u0631\u0648\u0631\u062a \u06c1\u06d2\u060c<\/p>\n<\/li>\n<li>\n<p>\u0622\u067e \u0633\u0628 \u0633\u06d2 \u067e\u06c1\u0644\u06d2 \u06a9\u06cc\u0627 \u0645\u0646\u062a\u0642\u0644 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba<\/p>\n<\/li>\n<\/ul>\n<h2 id=\"heading-what-i-would-not-ask-ai-to-do-first\">\u067e\u06c1\u0644\u06d2 AI \u0633\u06d2 \u0645\u062a \u067e\u0648\u0686\u06be\u06cc\u06ba\u06d4<\/h2>\n<p>\u0645\u06cc\u0631\u0627\u062b\u06cc \u0645\u0627\u0688\u0631\u0646\u0627\u0626\u0632\u06cc\u0634\u0646 \u06a9\u06d2 \u0645\u0646\u0635\u0648\u0628\u06d2 \u067e\u0631 \u06a9\u0627\u0645 \u0634\u0631\u0648\u0639 \u06a9\u0631\u0646\u06d2 \u0633\u06d2 \u0628\u0686\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u06a9\u0626\u06cc \u067e\u06cc\u063a\u0627\u0645\u0627\u062a \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0645\u062b\u0627\u0644 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631:<\/p>\n<pre><code class=\"language-text\">Rewrite this application using Clean Architecture.\n<\/code><\/pre>\n<p>\u06cc\u0627:<\/p>\n<pre><code class=\"language-text\">Convert this monolith into microservices.\n<\/code><\/pre>\n<p>\u06cc\u0627:<\/p>\n<pre><code class=\"language-text\">Modernize this entire repository.\n<\/code><\/pre>\n<p>\u06cc\u0627 \u06cc\u06c1\u0627\u06ba \u062a\u06a9 \u06a9\u06c1:<\/p>\n<pre><code class=\"language-text\">Find all the bad code.\n<\/code><\/pre>\n<p>\u0645\u0633\u0626\u0644\u06c1 \u06cc\u06c1 \u0646\u06c1\u06cc\u06ba \u06c1\u06d2 \u06a9\u06c1 AI \u0627\u0646 \u0627\u0634\u0627\u0631\u06d2 \u0633\u06d2 \u06a9\u0627\u0631\u0622\u0645\u062f \u0622\u0624\u0679 \u067e\u0679 \u067e\u06cc\u062f\u0627 \u0646\u06c1\u06cc\u06ba \u06a9\u0631 \u0633\u06a9\u062a\u0627\u06d4 \u0627\u06cc\u0633\u0627 \u06c1\u0648 \u0633\u06a9\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u0645\u0633\u0626\u0644\u06c1 \u06cc\u06c1 \u06c1\u06d2 \u06a9\u06c1 \u0627\u0646 \u0633\u0648\u0627\u0644\u0627\u062a \u06a9\u0627 \u062d\u0644 \u067e\u06c1\u0644\u06d2 \u0633\u06d2 \u0645\u0648\u062c\u0648\u062f \u06c1\u06d2\u06d4<\/p>\n<p>\u0622\u067e \u067e\u0648\u0686\u06be \u0631\u06c1\u06d2 \u06c1\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">Clean Architecture\nMicroservices\nRewrite\nBad code\n<\/code><\/pre>\n<p>\u0627\u0633 \u0633\u06d2 \u067e\u06c1\u0644\u06d2 \u06a9\u06c1 \u0646\u0638\u0627\u0645 \u06a9\u0648 \u0648\u0627\u0642\u0639\u06cc \u06a9\u06cc\u0627 \u0636\u0631\u0648\u0631\u062a \u06c1\u06d2\u06d4<\/p>\n<p>\u0627\u06cc\u06a9 \u0628\u06c1\u062a\u0631 \u062d\u06a9\u0645 \u06cc\u06c1 \u06c1\u0648\u06af\u0627:<\/p>\n<pre><code class=\"language-text\">What exists?\n\u2193\nWhy does it exist?\n\u2193\nWhat behavior matters?\n\u2193\nWhat is uncertain?\n\u2193\nWhat should change?\n<\/code><\/pre>\n<p>\u06cc\u06c1 \u062a\u0631\u062a\u06cc\u0628 \u067e\u06c1\u0644\u06d2 \u06af\u06be\u0646\u0679\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0633\u0633\u062a \u06c1\u06d2\u060c \u0644\u06cc\u06a9\u0646 \u0639\u0627\u0645 \u0637\u0648\u0631 \u067e\u0631 \u0628\u0627\u0642\u06cc \u067e\u0631\u0648\u062c\u06cc\u06a9\u0679 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0628\u06c1\u062a \u062a\u06cc\u0632 \u06c1\u0648\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<h2 id=\"heading-the-most-useful-ai-output-is-sometimes-a-question\">\u0633\u0628 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0645\u0641\u06cc\u062f AI \u0646\u062a\u0627\u0626\u062c \u0628\u0639\u0636 \u0627\u0648\u0642\u0627\u062a \u0633\u0648\u0627\u0644\u0627\u062a \u06c1\u0648\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/h2>\n<p>AI \u06a9\u0648\u0688\u0646\u06af \u0679\u0648\u0644\u0632 \u06a9\u0648 \u0627\u0646 \u06a9\u06d2 \u062a\u06cc\u0627\u0631 \u06a9\u0631\u062f\u06c1 \u06a9\u0648\u0688 \u06a9\u06cc \u0645\u0642\u062f\u0627\u0631 \u0633\u06d2 \u062c\u0627\u0646\u0686\u0646\u06d2 \u06a9\u0627 \u0631\u062c\u062d\u0627\u0646 \u06c1\u06d2\u06d4<\/p>\n<p>\u0645\u062c\u06be\u06d2 \u0644\u06af\u062a\u0627 \u06c1\u06d2 \u06a9\u06c1 \u0622\u067e \u0645\u06cc\u0631\u0627\u062b\u06cc \u0646\u0638\u0627\u0645 \u06a9\u06d2 \u0633\u0627\u062a\u06be \u06a9\u0686\u06be \u0642\u062f\u0631 \u0633\u06d2 \u0645\u062d\u0631\u0648\u0645 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u0633\u0628 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0645\u0641\u06cc\u062f \u0646\u062a\u0627\u0626\u062c \u0645\u06cc\u06ba \u0633\u06d2 \u0627\u06cc\u06a9 \u06c1\u06d2:<\/p>\n<blockquote>\n<p>\u062f\u0633\u062a\u06cc\u0627\u0628 \u06a9\u0648\u0688 \u0633\u06d2 \u06cc\u06c1 \u062a\u0639\u06cc\u0646 \u06a9\u0631\u0646\u0627 \u0645\u0645\u06a9\u0646 \u0646\u06c1\u06cc\u06ba \u06a9\u06c1 \u06cc\u06c1 \u062d\u0627\u0644\u062a \u06a9\u06cc\u0648\u06ba \u0645\u0648\u062c\u0648\u062f \u06c1\u06d2\u06d4<\/p>\n<\/blockquote>\n<p>\u06cc\u0627:<\/p>\n<blockquote>\n<p>\u0627\u06cc\u0633\u0627 \u0644\u06af\u062a\u0627 \u06c1\u06d2 \u06a9\u06c1 \u0627\u0633 \u0627\u06cc\u0648\u0646\u0679 \u06a9\u0627 \u0645\u0648\u062c\u0648\u062f\u06c1 \u0627\u0633\u0679\u0648\u0631 \u0645\u06cc\u06ba \u06a9\u0648\u0626\u06cc \u0635\u0627\u0631\u0641 \u0646\u06c1\u06cc\u06ba \u06c1\u06d2\u060c \u0644\u06cc\u06a9\u0646 \u0628\u06cc\u0631\u0648\u0646\u06cc \u0635\u0627\u0631\u0641\u06cc\u0646 \u06a9\u0648 \u0645\u0633\u062a\u0631\u062f \u0646\u06c1\u06cc\u06ba \u06a9\u06cc\u0627 \u062c\u0627 \u0633\u06a9\u062a\u0627\u06d4<\/p>\n<\/blockquote>\n<p>\u06cc\u0627:<\/p>\n<blockquote>\n<p>\u0627\u06af\u0631\u0686\u06c1 \u06cc\u06c1 \u062f\u0648\u0646\u0648\u06ba \u0631\u0639\u0627\u06cc\u062a\u06cc \u062d\u0633\u0627\u0628\u0627\u062a \u0627\u06cc\u06a9 \u062c\u06cc\u0633\u06d2 \u0646\u0638\u0631 \u0622\u062a\u06d2 \u06c1\u06cc\u06ba\u060c \u0644\u06cc\u06a9\u0646 0 \u06a9\u06cc \u0642\u062f\u0631 \u0648\u0627\u0644\u06d2 \u0622\u0631\u0688\u0631\u0632 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0627\u0646 \u06a9\u0627 \u0628\u0631\u062a\u0627\u0624 \u0645\u062e\u062a\u0644\u0641 \u06c1\u06d2\u06d4<\/p>\n<\/blockquote>\n<p>\u06cc\u06c1 \u0627\u06cc\u06a9 \u0645\u0641\u06cc\u062f \u062a\u0644\u0627\u0634 \u06c1\u06d2 \u062c\u0648 \u0627\u0646\u062c\u06cc\u0646\u0626\u0631\u0632 \u06a9\u0648 \u0628\u062a\u0627\u062a\u06cc \u06c1\u06d2 \u06a9\u06c1 \u06a9\u06c1\u0627\u06ba \u062a\u0641\u062a\u06cc\u0634 \u06a9\u0631\u0646\u06cc \u06c1\u06d2\u06d4<\/p>\n<p>\u0627\u06cc\u06a9 \u067e\u0631 \u0627\u0639\u062a\u0645\u0627\u062f \u0644\u06cc\u06a9\u0646 \u063a\u0644\u0637 \u062c\u0648\u0627\u0628 \u0628\u06c1\u062a \u0632\u06cc\u0627\u062f\u06c1 \u062e\u0637\u0631\u0646\u0627\u06a9 \u06c1\u06d2\u06d4<\/p>\n<p>\u0645\u06cc\u0631\u0627\u062b\u06cc \u0646\u0638\u0627\u0645 \u06a9\u06d2 \u0633\u0627\u062a\u06be \u06a9\u0627\u0645 \u06a9\u0631\u062a\u06d2 \u0648\u0642\u062a\u060c \u063a\u06cc\u0631 \u06cc\u0642\u06cc\u0646\u06cc \u0635\u0648\u0631\u062a\u062d\u0627\u0644 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u06c1\u0648\u062a\u06cc \u06c1\u06d2\u06d4 \u0627\u06cc\u0633\u06d2 \u06c1\u06cc \u0633\u0646\u0628\u06be\u0627\u0644\u0648\u06d4<\/p>\n<h2 id=\"heading-conclusion\">\u0646\u062a\u06cc\u062c\u06c1<\/h2>\n<p>AI \u063a\u06cc\u0631 \u0645\u0627\u0646\u0648\u0633 \u06a9\u0648\u0688 \u0628\u06cc\u0633\u0632 \u06a9\u0648 \u0646\u06cc\u0648\u06cc\u06af\u06cc\u0679 \u06a9\u0631\u0646\u0627 \u0628\u06c1\u062a \u0622\u0633\u0627\u0646 \u0628\u0646\u0627 \u062f\u06cc\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u0622\u067e \u0627\u0633\u06d2 \u0645\u0627\u0688\u06cc\u0648\u0644\u0632 \u06a9\u0627 \u062e\u0644\u0627\u0635\u06c1 \u06a9\u0631\u0646\u06d2\u060c \u0639\u0645\u0644\u062f\u0631\u0622\u0645\u062f \u06a9\u06d2 \u0631\u0627\u0633\u062a\u0648\u06ba \u06a9\u0627 \u067e\u062a\u06c1 \u0644\u06af\u0627\u0646\u06d2\u060c \u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u0648\u06ba \u06a9\u06d2 \u06a9\u0627\u0631\u0648\u0628\u0627\u0631\u06cc \u0627\u0635\u0648\u0644\u0648\u06ba \u06a9\u0648 \u0646\u06a9\u0627\u0644\u0646\u06d2\u060c \u0636\u0645\u0646\u06cc \u0627\u062b\u0631\u0627\u062a \u062a\u0644\u0627\u0634 \u06a9\u0631\u0646\u06d2\u060c \u0646\u0641\u0627\u0630 \u06a9\u0627 \u0645\u0648\u0627\u0632\u0646\u06c1 \u06a9\u0631\u0646\u06d2\u060c Git \u06a9\u06cc \u062a\u0627\u0631\u06cc\u062e \u06a9\u0627 \u062a\u062c\u0632\u06cc\u06c1 \u06a9\u0631\u0646\u06d2\u060c \u0627\u0648\u0631 \u0627\u0646\u062d\u0635\u0627\u0631 \u06a9\u06d2 \u0646\u0642\u0634\u06d2 \u0628\u0646\u0627\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631 \u0633\u06a9\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4<\/p>\n<p>\u06cc\u06c1 \u0645\u06a9\u06cc\u0646\u06cc\u06a9\u0644 \u0633\u0631\u0648\u06d2 \u06a9\u06d2 \u06a9\u0627\u0645 \u06a9\u06cc \u0627\u06cc\u06a9 \u0628\u0691\u06cc \u0645\u0642\u062f\u0627\u0631 \u06a9\u0648 \u062e\u062a\u0645 \u06a9\u0631 \u0633\u06a9\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<p>\u062a\u0627\u06c1\u0645\u060c \u06a9\u0633\u06cc \u0646\u0638\u0627\u0645 \u06a9\u0648 \u0633\u0645\u062c\u06be\u0646\u0627 \u0627\u0633 \u06a9\u06cc \u062a\u0641\u0635\u06cc\u0644 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u0646\u06d2 \u062c\u06cc\u0633\u0627 \u0646\u06c1\u06cc\u06ba \u06c1\u06d2\u06d4 \u0645\u06cc\u0631\u0627\u062b\u06cc \u0627\u06cc\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u0632 \u0645\u06cc\u06ba \u0627\u06cc\u0633\u0627 \u0633\u06cc\u0627\u0642 \u0648 \u0633\u0628\u0627\u0642 \u06c1\u0648\u062a\u0627 \u06c1\u06d2 \u062c\u0648 \u0645\u0627\u062e\u0630 \u06a9\u0648\u0688 \u0633\u06d2 \u0628\u0627\u06c1\u0631 \u0645\u0648\u062c\u0648\u062f \u06c1\u0648 \u0633\u06a9\u062a\u0627 \u06c1\u06d2\u06d4<\/p>\n<ul>\n<li>\n<p>\u067e\u06cc\u062f\u0627\u0648\u0627\u0631\u06cc \u0631\u0648\u06cc\u06c1\u060c<\/p>\n<\/li>\n<li>\n<p>\u067e\u0631\u0627\u0646\u0627 \u0648\u0627\u0642\u0639\u06c1<\/p>\n<\/li>\n<li>\n<p>\u0628\u06cc\u0631\u0648\u0646\u06cc \u0635\u0627\u0631\u0641\u060c<\/p>\n<\/li>\n<li>\n<p>\u06a9\u0627\u0631\u0648\u0628\u0627\u0631\u06cc \u0627\u0633\u062a\u062b\u0646\u0627\u0621\u060c<\/p>\n<\/li>\n<li>\n<p>\u063a\u06cc\u0631 \u062f\u0633\u062a\u0627\u0648\u06cc\u0632\u06cc \u0627\u0646\u0636\u0645\u0627\u0645\u061b<\/p>\n<\/li>\n<li>\n<p>\u0627\u0648\u0631 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u06cc \u062a\u0627\u0631\u06cc\u062e\u06d4<\/p>\n<\/li>\n<\/ul>\n<p>AI \u062b\u0628\u0648\u062a \u062a\u0644\u0627\u0634 \u06a9\u0631\u0646\u06d2 \u0645\u06cc\u06ba \u0622\u067e \u06a9\u06cc \u0645\u062f\u062f \u06a9\u0631 \u0633\u06a9\u062a\u0627 \u06c1\u06d2\u06d4 \u06af\u0645\u0634\u062f\u06c1 \u062a\u0627\u0631\u06cc\u062e \u0646\u06c1\u06cc\u06ba \u0628\u0646\u0627\u0626\u06cc \u062c\u0627 \u0633\u06a9\u062a\u06cc\u06d4<\/p>\n<p>\u0627\u0633 \u0644\u06cc\u06d2 \u0645\u06cc\u06ba \u0627\u0633\u06d2 \u0679\u0631\u0627\u0646\u0633\u0641\u0627\u0631\u0645\u0631 \u06a9\u06d2 \u0637\u0648\u0631 \u067e\u0631 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u0646\u06d2 \u0633\u06d2 \u067e\u06c1\u0644\u06d2 \u0628\u0637\u0648\u0631 \u062a\u0641\u062a\u06cc\u0634 \u06a9\u0627\u0631 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u0646\u06d2 \u06a9\u0648 \u062a\u0631\u062c\u06cc\u062d \u062f\u06cc\u062a\u0627 \u06c1\u0648\u06ba\u06d4<\/p>\n<p>\u06a9\u06d2 \u0633\u0627\u062a\u06be \u0634\u0631\u0648\u0639 \u06a9\u0631\u06cc\u06ba:<\/p>\n<pre><code class=\"language-text\">What does this system actually do?\n<\/code><\/pre>\n<p>\u067e\u06be\u0631 \u0633\u0648\u0627\u0644 \u067e\u0648\u0686\u06be\u06cc\u06ba\u06d4<\/p>\n<pre><code class=\"language-text\">What do I still not understand?\n<\/code><\/pre>\n<p>\u062a\u0628 \u06c1\u06cc \u0622\u067e \u06a9\u0648 \u067e\u0648\u0686\u06be\u0646\u0627 \u0686\u0627\u06c1\u0626\u06d2:<\/p>\n<pre><code class=\"language-text\">What should I change?\n<\/code><\/pre>\n<p>AI \u06a9\u06d2 \u0630\u0631\u06cc\u0639\u06d2 \u062c\u062a\u0646\u06cc \u062a\u06cc\u0632\u06cc \u0633\u06d2 \u0633\u0627\u0641\u0679 \u0648\u06cc\u0626\u0631 \u0645\u06cc\u06ba \u062a\u0631\u0645\u06cc\u0645 \u06a9\u06cc \u062c\u0627 \u0633\u06a9\u062a\u06cc \u06c1\u06d2\u060c \u06cc\u06c1 \u062a\u0631\u062a\u06cc\u0628 \u0627\u062a\u0646\u06cc \u06c1\u06cc \u0627\u06c1\u0645 \u06c1\u0648 \u062c\u0627\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<p>\u06a9\u06cc\u0648\u0646\u06a9\u06c1 \u06a9\u0648\u0688 \u06a9\u0648 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u0646\u0627 \u0622\u067e \u0633\u0645\u062c\u06be\u062a\u06d2 \u06c1\u06cc\u06ba \u0627\u0646\u062c\u06cc\u0646\u0626\u0631\u0646\u06af \u06c1\u06d2\u06d4 \u0644\u06cc\u06a9\u0646 \u06a9\u0648\u0688 \u06a9\u0648 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u0646\u0627 \u062c\u0648 \u0622\u067e \u0646\u06c1\u06cc\u06ba \u0633\u0645\u062c\u06be\u062a\u06d2 \u06c1\u06cc\u06ba \u0648\u06c1 \u062a\u062c\u0631\u0628\u06c1 \u06c1\u06d2\u06d4<\/p>\n<p>\u0627\u0648\u0631 \u0627\u0633 \u062a\u062c\u0631\u0628\u06d2 \u06a9\u0648 \u0686\u0644\u0627\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u067e\u06cc\u062f\u0627\u0648\u0627\u0631 \u0639\u0627\u0645 \u0637\u0648\u0631 \u067e\u0631 \u0633\u0628 \u0633\u06d2 \u0645\u06c1\u0646\u06af\u06cc \u062c\u06af\u06c1 \u06c1\u0648\u062a\u06cc \u06c1\u06d2\u06d4<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u062c\u0628 \u0628\u06c1\u062a \u0633\u06d2 \u0627\u0646\u062c\u06cc\u0646\u0626\u0631\u0632 \u0645\u06cc\u0631\u0627\u062b\u06cc \u06a9\u0648\u0688 \u0628\u06cc\u0633 \u06a9\u06d2 \u0648\u0627\u0631\u062b \u06c1\u0648\u062a\u06d2 \u06c1\u06cc\u06ba\u060c \u062a\u0648 \u0633\u0628 \u0633\u06d2 \u067e\u06c1\u0644\u06d2 \u0648\u06c1 \u06a9\u0648\u0688 \u06a9\u0648 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u0646\u0627 \u0686\u0627\u06c1\u062a\u06d2 \u06c1\u06cc\u06ba\u06d4 \u0627\u0648\u0631 \u0645\u06cc\u06ba \u0627\u0633 \u062c\u0630\u0628\u06d2 \u06a9\u0648 \u0633\u0645\u062c\u06be\u062a\u0627 \u06c1\u0648\u06ba\u06d4 \u0627\u06cc\u06a9 \u06a9\u0644\u0627\u0633 \u06a9\u06be\u0648\u0644\u06cc\u06ba \u062c\u0648 1,500 \u0644\u0627\u0626\u0646\u06cc\u06ba \u0644\u0645\u0628\u06cc \u06c1\u0648\u06d4 \u06a9\u0627\u0631\u0648\u0628\u0627\u0631\u06cc \u0627\u0635\u0648\u0644\u0648\u06ba \u06a9\u06d2 \u0633\u0627\u062a\u06be \u0688\u06cc\u0679\u0627 \u0628\u06cc\u0633 \u06a9\u0627\u0644\u0632 \u06a9\u06cc \u0622\u0645\u06cc\u0632\u0634 \u06c1\u06d2\u060c \u06a9\u0646\u0641\u06cc\u06af\u0631\u06cc\u0634\u0646 \u06a9\u06cc \u0642\u062f\u0631\u06cc\u06ba \u0630\u062e\u06cc\u0631\u0648\u06ba \u0645\u06cc\u06ba \u0628\u06a9\u06be\u0631\u06cc \u06c1\u0648\u0626\u06cc \u06c1\u06cc\u06ba\u060c [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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