....

src/main/kotlin/model/AppConfig.kt

@@ -5,9 +5,10 @@ import java.time.LocalDateTime
 const val feesAndTaxRate = 0.33
 const val minimumNetProfit = 0.35
 const val buyWeight = 2.0
-val MAX_BUDGET = 40000.0
+val MAX_BUDGET = 60000.0
-val MAX_PRICE = 20000
+val MAX_PRICE = 30000
-val MIN_PRICE = 1500
+val MIN_PRICE = 1000
+val MIN_PURCHASE_SCORE = 65.0
 data class AppConfig(
     // [DB 저장 데이터]
     // 실전 3종

src/main/kotlin/network/KisTradeService.kt

@@ -83,7 +83,6 @@ object KisTradeService {
             val totalAmt = (domRes?.output2?.firstOrNull()?.tot_evlu_amt?.toLongOrNull() ?: 0L) +
                     (ovsRes?.output2?.firstOrNull()?.tot_evlu_amt?.toLongOrNull() ?: 0L)
             val depositAmt = domRes?.output2?.firstOrNull()?.dnca_tot_amt?.toLongOrNull() ?: 0L
-            println("fetchIntegratedBalance O")
             Result.success(UnifiedBalance(
                 totalAsset = String.format("%,d", totalAmt),
                 totalProfitRate = domRes?.output2?.firstOrNull()?.evlu_pfls_rt ?: "0.0",

src/main/kotlin/network/KisWebSocketManager.kt

@@ -133,8 +133,7 @@ class KisWebSocketManager {
                     // AES 복호화 실행
                     val decryptedData = AesCrypto.decrypt(parts[3], aesKey, aesIv)
                     val dataRows = decryptedData.split("^")
-
+                    println("🔔 복호화된 체결 통보: ${if (dataRows[4] == "01") {"매도"} else {"매수"}} ${dataRows[8]} ${dataRows[9]}주 ${dataRows[13]} 체결")
-                    println("🔔 복호화된 체결 통보: ${dataRows[8]} ${dataRows[9]}주 ${dataRows[13]} 체결")
 
                     // UI 콜백 호출 (종목코드, 체결량, 체결가, 주문번호, 체결여부)
                     onExecutionReceived?.invoke(

src/main/kotlin/network/RagService.kt

@@ -117,7 +117,7 @@ object RagService {
                 embeddingStore.add(embedding, segment)
             }
         }
-        println("🔎 [Lucene] ${chunks.size}개의 청크로 인덱싱 완료")
+//        println("🔎 [Lucene] ${chunks.size}개의 청크로 인덱싱 완료")
     }
 
     object JsonSanitizer {

src/main/kotlin/service/AutoTradingManager.kt

@@ -42,7 +42,7 @@ object AutoTradingManager {
 
     // 설정 상수
     private const val MIN_RISE_RATE = 0.1
-    private const val MAX_RISE_RATE = 15.0
+    private const val MAX_RISE_RATE = 19.0
     private const val CYCLE_TIMEOUT = 30 * 60 * 1000L    // 한 사이클 최대 10분
     private const val WATCHDOG_CHECK_INTERVAL = 30 * 1000L // 30초마다 생존 확인
     private const val STUCK_THRESHOLD = 5 * 60 * 1000L    // 5분간 반응 없으면 'Stuck'으로 판단
@@ -88,10 +88,10 @@ object AutoTradingManager {
                         // [프로세스 1] 장 마감 및 잔고 체크
                         val now = LocalTime.now(ZoneId.of("Asia/Seoul"))
                         //&& now.isBefore(LocalTime.of(15, 30))
-//                        if (now.isAfter(LocalTime.of(15, 30)) ) {
+                        if (now.isAfter(LocalTime.of(15, 0)) ) {
-//                            executeClosingLiquidation(tradeService)
+                            executeClosingLiquidation(tradeService)
-//                            return@withTimeout
+                            return@withTimeout
-//                        }
+                        }
 
                         val balance = tradeService.fetchIntegratedBalance().getOrNull()
                         val myCash = balance?.deposit?.replace(",", "")?.toLongOrNull() ?: 0L
@@ -137,10 +137,10 @@ object AutoTradingManager {
                     println("⏳ [Cycle Timeout] 사이클이 너무 길어져 초기화 후 재시작합니다.")
                 } catch (e: Exception) {
                     println("⚠️ [Loop Error] ${e.message}")
-                    delay(10000)
+                    delay(5000)
                 }
 
-                waitForNextCycle(3)
+                waitForNextCycle(1)
             }
         }
     }

src/main/kotlin/service/DynamicNewsScraper.kt

@@ -212,7 +212,7 @@ object DynamicNewsScraper {
 
             failCountMap[domain] = (failCountMap[domain] ?: 0) + 1
             // 불필요한 스택트레이스 출력을 줄이기 위해 메시지만 출력
-            println("❌ [Playwright] 실패 (${url.take(30)}...): ${e.localizedMessage}")
+//            println("❌ [Playwright] 실패 (${url.take(30)}...): ${e.localizedMessage}")
             ""
         }
     }
@@ -254,7 +254,7 @@ object SafeScraper {
     suspend fun scrapeParallel(corpInfo: CorpInfo, urls: List<NewsItem>) = coroutineScope {
         urls.forEach { item -> // map + awaitAll 대신 순차 처리가 현재 상황에선 더 안정적입니다.
             if (UrlCacheManager.isAlreadyProcessed(item.originallink)) {
-                println("✅ [학습완료 데이터 스킵] ${item.originallink}")
+//                println("✅ [학습완료 데이터 스킵] ${item.originallink}")
                 return@forEach
             }
 
@@ -262,7 +262,7 @@ object SafeScraper {
                 try {
                     withTimeout(25000L) { // 타임아웃 약간 증가
                         val content = DynamicNewsScraper.fetchFullContent(item.originallink)
-                        if (content.isNotBlank()) {
+                        if (content.isNotBlank() && content.length > 100) {
                             RagService.ingestWithChunking(
                                 text = content,
                                 newsLink = item.originallink,
@@ -272,7 +272,7 @@ object SafeScraper {
                                 corpCode = corpInfo.cCode,
                                 stcokName = corpInfo.stockName
                             )
-                            println("✅ [학습완료] ${item.originallink}")
+//                            println("✅ [학습완료] ${item.originallink}")
                         }
                     }
                 } catch (e: Exception) {

src/main/kotlin/ui/IntegratedOrderSection.kt

@@ -21,6 +21,7 @@ import androidx.compose.ui.unit.dp
 import androidx.compose.ui.unit.sp
 import kotlinx.coroutines.launch
 import model.MAX_BUDGET
+import model.MIN_PURCHASE_SCORE
 import model.buyWeight
 import model.feesAndTaxRate
 import model.minimumNetProfit
@@ -185,11 +186,12 @@ fun IntegratedOrderSection(
         scope.launch {
             val tickSize = MarketUtil.getTickSize(basePrice)
             val oneTickLowerPrice = basePrice - (tickSize * when(investmentGrade) {
-                InvestmentGrade.LEVEL_5_STRONG_RECOMMEND -> 0
+                InvestmentGrade.LEVEL_5_STRONG_RECOMMEND -> 1
-                InvestmentGrade.LEVEL_4_BALANCED_RECOMMEND -> 1
+                InvestmentGrade.LEVEL_4_BALANCED_RECOMMEND -> 2
-                InvestmentGrade.LEVEL_3_CAUTIOUS_RECOMMEND -> 1
+                InvestmentGrade.LEVEL_3_CAUTIOUS_RECOMMEND -> 3
-                InvestmentGrade.LEVEL_2_HIGH_RISK -> 2
+                InvestmentGrade.LEVEL_2_HIGH_RISK -> 3
-                InvestmentGrade.LEVEL_1_SPECULATIVE -> 3
+                InvestmentGrade.LEVEL_1_SPECULATIVE -> 4
+                else -> 4
             })
 
             // 2. 주문 가격 설정 (직접 입력값이 없으면 한 틱 낮은 가격 사용)
@@ -257,15 +259,10 @@ fun IntegratedOrderSection(
                     "safe" to 0.4    // 중장기 점수 비중 강화
                 )
 
-// 2. 토탈 스코어 계산
                 val totalScore =
                         (completeTradingDecision.shortPossible() * weights["short"]!!) +
                         (completeTradingDecision.profitPossible() * weights["profit"]!!) +
                         (completeTradingDecision.safePossible() * weights["safe"]!!)
-
-// 3. 매수 결정 문턱값 (예: 70점 이상이면 매수 가능)
-                val MIN_PURCHASE_SCORE = 68.0
-                val HIGH_QUALITY_SCORE = 85.0 // 강력 추천 기준
                 println("""
                         corpName : ${completeTradingDecision.corpName}
                         confidence : ${completeTradingDecision.confidence +  append}

src/main/resources/logback.xml

@@ -0,0 +1,7 @@
+<configuration>
+    <logger name="Exposed" level="OFF" />
+
+    <root level="INFO">
+        <appender-ref ref="STDOUT" />
+    </root>
+</configuration>