SaaS Consolidation (#6384)

Co-authored-by: ConnorYoh <[email protected]>

.gitignore

@@ -265,6 +265,8 @@ docs/type3/signatures/
 # Type3 sample PDFs (development only)
 **/type3/samples/
 
+**/application-dev-local.properties
+
 # Claude
 .claude/
 

LICENSE

@@ -6,6 +6,8 @@ Portions of this software are licensed as follows:
 
 * All content that resides under the "app/proprietary/" directory of this repository,
 if that directory exists, is licensed under the license defined in "app/proprietary/LICENSE".
+* All content that resides under the "app/saas/" directory of this repository,
+if that directory exists, is licensed under the license defined in "app/saas/LICENSE".
 * All content that resides under the "engine/" directory of this repository,
 if that directory exists, is licensed under the license defined in "engine/LICENSE".
 * All content that resides under the "frontend/src/proprietary/" directory of this repository,

app/common/build.gradle

@@ -59,4 +59,7 @@ dependencies {
         exclude group: 'org.bouncycastle', module: 'bcprov-jdk15on'
         exclude group: 'com.google.code.gson', module: 'gson'
     }
+
+    // ArchUnit: enforces module dependency direction (see ArchitectureTest)
+    testImplementation 'com.tngtech.archunit:archunit-junit5:1.4.2'
 }

app/common/src/main/java/stirling/software/common/annotations/AutoJobPostMapping.java

@@ -75,8 +75,8 @@ public @interface AutoJobPostMapping {
     boolean queueable() default false;
 
     /**
-     * Relative resource weight (1–100) used by the scheduler to prioritise / throttle jobs. Values
-     * below 1 are clamped to 1, values above 100 to 100.
+     * Relative resource weight (1-100). See {@link
+     * stirling.software.common.enumeration.ResourceWeight} for the standard tiers.
      */
-    int resourceWeight() default 50;
+    int resourceWeight() default 1;
 }

app/common/src/main/java/stirling/software/common/enumeration/ResourceWeight.java

@@ -0,0 +1,22 @@
+package stirling.software.common.enumeration;
+
+/**
+ * Standard resource-weight tiers for {@link
+ * stirling.software.common.annotations.AutoJobPostMapping#resourceWeight()}.
+ */
+public final class ResourceWeight {
+
+    /** Lightweight: rotate, page numbers, extract pages, permissions, etc. */
+    public static final int SMALL_WEIGHT = 1;
+
+    /** Medium: merge, split, multi-tool batch. */
+    public static final int MEDIUM_WEIGHT = 3;
+
+    /** Heavy: compress, OCR (small), conversions, raster. */
+    public static final int LARGE_WEIGHT = 5;
+
+    /** Extra heavy: OCR on large files, full-document re-render, AI-assisted edits. */
+    public static final int XLARGE_WEIGHT = 10;
+
+    private ResourceWeight() {}
+}

app/common/src/main/java/stirling/software/common/model/ApplicationProperties.java

@@ -97,7 +97,14 @@ public class ApplicationProperties {
         EncodedResource encodedResource = new EncodedResource(resource);
         PropertySource<?> propertySource =
                 new YamlPropertySourceFactory().createPropertySource(null, encodedResource);
+
+        boolean saasActive = Arrays.asList(environment.getActiveProfiles()).contains("saas");
+        if (saasActive) {
+            // Saas-pinned values in application-saas.properties must beat settings.yml.
+            environment.getPropertySources().addLast(propertySource);
+        } else {
             environment.getPropertySources().addFirst(propertySource);
+        }
 
         log.debug("Loaded properties: {}", propertySource.getSource());
 

app/common/src/main/java/stirling/software/common/model/enumeration/InvitationStatus.java

@@ -0,0 +1,26 @@
+package stirling.software.common.model.enumeration;
+
+import lombok.Getter;
+import lombok.RequiredArgsConstructor;
+
+/** Team invitation status */
+@Getter
+@RequiredArgsConstructor
+public enum InvitationStatus {
+    PENDING("PENDING"),
+    ACCEPTED("ACCEPTED"),
+    REJECTED("REJECTED"),
+    CANCELLED("CANCELLED"),
+    EXPIRED("EXPIRED");
+
+    private final String statusName;
+
+    public static InvitationStatus fromString(String statusName) {
+        for (InvitationStatus status : InvitationStatus.values()) {
+            if (status.getStatusName().equalsIgnoreCase(statusName)) {
+                return status;
+            }
+        }
+        throw new IllegalArgumentException("No InvitationStatus defined for name: " + statusName);
+    }
+}

app/common/src/main/java/stirling/software/common/model/enumeration/Role.java

@@ -16,6 +16,9 @@ public enum Role {
     // Unlimited access
     USER("ROLE_USER", Integer.MAX_VALUE, Integer.MAX_VALUE, "adminUserSettings.user"),
 
+    // Paid tier; set by Stripe webhooks under saas mode.
+    PRO_USER("ROLE_PRO_USER", Integer.MAX_VALUE, Integer.MAX_VALUE, "adminUserSettings.proUser"),
+
     // 40 API calls Per Day, 40 web calls
     LIMITED_API_USER("ROLE_LIMITED_API_USER", 40, 40, "adminUserSettings.apiUser"),
 

app/common/src/main/java/stirling/software/common/model/enumeration/TeamRole.java

@@ -0,0 +1,26 @@
+package stirling.software.common.model.enumeration;
+
+import lombok.Getter;
+import lombok.RequiredArgsConstructor;
+
+/**
+ * Team membership roles LEADER: Can invite/remove members, manage settings, view usage, manage
+ * billing MEMBER: Regular team member with standard access
+ */
+@Getter
+@RequiredArgsConstructor
+public enum TeamRole {
+    LEADER("LEADER"),
+    MEMBER("MEMBER");
+
+    private final String roleName;
+
+    public static TeamRole fromString(String roleName) {
+        for (TeamRole role : TeamRole.values()) {
+            if (role.getRoleName().equalsIgnoreCase(roleName)) {
+                return role;
+            }
+        }
+        throw new IllegalArgumentException("No TeamRole defined for name: " + roleName);
+    }
+}

app/common/src/test/java/stirling/software/common/architecture/ArchitectureTest.java

@@ -0,0 +1,59 @@
+package stirling.software.common.architecture;
+
+import static com.tngtech.archunit.lang.syntax.ArchRuleDefinition.noClasses;
+
+import org.junit.jupiter.api.Test;
+
+import com.tngtech.archunit.core.domain.JavaClasses;
+import com.tngtech.archunit.core.importer.ClassFileImporter;
+import com.tngtech.archunit.core.importer.ImportOption;
+import com.tngtech.archunit.lang.ArchRule;
+
+/**
+ * Module dependency-direction guardrails. Allowed direction: {@code saas → proprietary → common}
+ * and {@code stirling-pdf → proprietary → common}.
+ */
+class ArchitectureTest {
+
+    private static final JavaClasses commonClasses =
+            new ClassFileImporter()
+                    .withImportOption(ImportOption.Predefined.DO_NOT_INCLUDE_JARS)
+                    .withImportOption(ImportOption.Predefined.DO_NOT_INCLUDE_TESTS)
+                    .importPackages("stirling.software.common");
+
+    @Test
+    void commonDoesNotDependOnCore() {
+        ArchRule rule =
+                noClasses()
+                        .that()
+                        .resideInAPackage("stirling.software.common..")
+                        .should()
+                        .dependOnClassesThat()
+                        .resideInAPackage("stirling.software.SPDF..");
+        rule.check(commonClasses);
+    }
+
+    @Test
+    void commonDoesNotDependOnProprietary() {
+        ArchRule rule =
+                noClasses()
+                        .that()
+                        .resideInAPackage("stirling.software.common..")
+                        .should()
+                        .dependOnClassesThat()
+                        .resideInAPackage("stirling.software.proprietary..");
+        rule.check(commonClasses);
+    }
+
+    @Test
+    void commonDoesNotDependOnSaas() {
+        ArchRule rule =
+                noClasses()
+                        .that()
+                        .resideInAPackage("stirling.software.common..")
+                        .should()
+                        .dependOnClassesThat()
+                        .resideInAPackage("stirling.software.saas..");
+        rule.check(commonClasses);
+    }
+}

app/core/build.gradle

@@ -39,12 +39,14 @@ spotless {
 }
 
 dependencies {
-    if (System.getenv('DISABLE_ADDITIONAL_FEATURES') != 'true'
-        || (project.hasProperty('DISABLE_ADDITIONAL_FEATURES')
-        && System.getProperty('DISABLE_ADDITIONAL_FEATURES') != 'true')) {
+    if (!gradle.ext.disableAdditional) {
         implementation project(':proprietary')
     }
 
+    if (gradle.ext.enableSaas) {
+        implementation project(':saas')
+    }
+
     implementation project(':common')
     implementation 'org.springframework.boot:spring-boot-starter-jetty'
     implementation 'org.eclipse.jetty.http2:jetty-http2-server'
@@ -173,6 +175,23 @@ springBoot {
 // Frontend build tasks - only enabled with -PbuildWithFrontend=true
 def buildWithFrontend = project.hasProperty('buildWithFrontend') && project.property('buildWithFrontend') == 'true'
 def buildPrototypes = project.hasProperty('prototypesMode') && project.property('prototypesMode') == 'true'
+
+// Vite mode: -PprototypesMode > -PfrontendMode > enableSaas > disableAdditional > proprietary.
+def frontendModeOverride = project.findProperty('frontendMode')?.toString()?.toLowerCase()
+def frontendMode
+if (buildPrototypes) {
+    frontendMode = 'prototypes'
+} else if (frontendModeOverride) {
+    frontendMode = frontendModeOverride
+} else if (gradle.ext.enableSaas) {
+    frontendMode = 'saas'
+} else if (gradle.ext.disableAdditional) {
+    frontendMode = 'core'
+} else {
+    frontendMode = 'proprietary'
+}
+def frontendBuildTask = "frontend:build:${frontendMode}"
+
 def frontendDir = file('../../frontend')
 def frontendDistDir = file('../../frontend/dist')
 def resourcesStaticDir = file('src/main/resources/static')
@@ -241,7 +260,7 @@ tasks.register('npmBuild', Exec) {
     group = 'frontend'
     description = 'Build frontend application'
     workingDir file('../..')
-    commandLine = buildPrototypes ? ['task', 'frontend:build:prototypes'] : ['task', 'frontend:build']
+    commandLine = ['task', frontendBuildTask]
     inputs.dir(new File(frontendDir, 'src'))
     inputs.dir(new File(frontendDir, 'public'))
     inputs.file(new File(frontendDir, 'package.json'))
@@ -256,7 +275,7 @@ tasks.register('npmBuild', Exec) {
     environment 'VITE_API_BASE_URL', '/'
 
     doFirst {
-        println "Building frontend application for production (VITE_API_BASE_URL=/)"
+        println "Building frontend application for production (mode=${frontendMode}, VITE_API_BASE_URL=/)"
     }
 }
 
@@ -265,6 +284,7 @@ tasks.register('copyFrontendAssets', Copy) {
     group = 'frontend'
     description = 'Copy frontend build to static resources'
     dependsOn npmBuild
+    dependsOn cleanFrontendAssets
     from(frontendDistDir) {
         // Exclude files that conflict with backend static resources
         exclude 'robots.txt'  // Backend already has this
@@ -305,7 +325,7 @@ tasks.named('copyFrontendAssets').configure {
 }
 
 if (buildWithFrontend) {
-    println "Frontend build enabled - JAR will include React frontend"
+    println "Frontend build enabled - JAR will include React frontend (mode=${frontendMode})"
     processResources.dependsOn copyFrontendAssets
 } else {
     println "Frontend build disabled - JAR will be backend-only with API landing page"
@@ -314,4 +334,9 @@ if (buildWithFrontend) {
 }
 
 bootJar.dependsOn ':common:jar'
-bootJar.dependsOn ':proprietary:jar'
+if (!gradle.ext.disableAdditional) {
+    bootJar.dependsOn ':proprietary:jar'
+}
+if (gradle.ext.enableSaas) {
+    bootJar.dependsOn ':saas:jar'
+}

app/core/src/main/java/stirling/software/SPDF/SPDFApplication.java

@@ -35,7 +35,8 @@ import stirling.software.common.model.ApplicationProperties;
         scanBasePackages = {
             "stirling.software.SPDF",
             "stirling.software.common",
-            "stirling.software.proprietary"
+            "stirling.software.proprietary",
+            "stirling.software.saas"
         })
 public class SPDFApplication {
 
@@ -205,16 +206,23 @@ public class SPDFApplication {
             }
         }
 
-        // 2. Detect if SecurityConfiguration is present on classpath
-        if (isClassPresent(
-                "stirling.software.proprietary.security.configuration.SecurityConfiguration")) {
+        // 2. Detect classpath shape and pick the matching profile chain.
+        boolean hasSaas = isClassPresent("stirling.software.saas.security.SupabaseSecurityConfig");
+        boolean hasSecurity =
+                isClassPresent(
+                        "stirling.software.proprietary.security.configuration.SecurityConfiguration");
+
+        if (hasSaas) {
+            log.info("SaaS features in jar");
+            return new String[] {"security", "saas"};
+        }
+        if (hasSecurity) {
             log.info("Additional features in jar");
             return new String[] {"security"};
-        } else {
+        }
         log.info("Without additional features in jar");
         return new String[] {"default"};
     }
-    }
 
     private static boolean isClassPresent(String className) {
         try {

app/core/src/main/java/stirling/software/SPDF/controller/api/AnalysisController.java

@@ -23,6 +23,7 @@ import lombok.RequiredArgsConstructor;
 import stirling.software.SPDF.config.swagger.JsonDataResponse;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.AnalysisApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.PDFFile;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 
@@ -32,7 +33,10 @@ public class AnalysisController {
 
     private final CustomPDFDocumentFactory pdfDocumentFactory;
 
-    @AutoJobPostMapping(value = "/page-count", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/page-count",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @JsonDataResponse
     @Operation(
             summary = "Get PDF page count",
@@ -43,7 +47,10 @@ public class AnalysisController {
         }
     }
 
-    @AutoJobPostMapping(value = "/basic-info", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/basic-info",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @JsonDataResponse
     @Operation(
             summary = "Get basic PDF information",
@@ -60,7 +67,8 @@ public class AnalysisController {
 
     @AutoJobPostMapping(
             value = "/document-properties",
-            consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @JsonDataResponse
     @Operation(
             summary = "Get PDF document properties",
@@ -90,7 +98,10 @@ public class AnalysisController {
         }
     }
 
-    @AutoJobPostMapping(value = "/page-dimensions", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/page-dimensions",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @JsonDataResponse
     @Operation(
             summary = "Get page dimensions for all pages",
@@ -110,7 +121,10 @@ public class AnalysisController {
         }
     }
 
-    @AutoJobPostMapping(value = "/form-fields", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/form-fields",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @JsonDataResponse
     @Operation(
             summary = "Get form field information",
@@ -134,7 +148,10 @@ public class AnalysisController {
         }
     }
 
-    @AutoJobPostMapping(value = "/annotation-info", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/annotation-info",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @JsonDataResponse
     @Operation(
             summary = "Get annotation information",
@@ -159,7 +176,10 @@ public class AnalysisController {
         }
     }
 
-    @AutoJobPostMapping(value = "/font-info", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/font-info",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @JsonDataResponse
     @Operation(
             summary = "Get font information",
@@ -185,7 +205,10 @@ public class AnalysisController {
         }
     }
 
-    @AutoJobPostMapping(value = "/security-info", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/security-info",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @JsonDataResponse
     @Operation(
             summary = "Get security information",

app/core/src/main/java/stirling/software/SPDF/controller/api/BookletImpositionController.java

@@ -28,6 +28,7 @@ import lombok.RequiredArgsConstructor;
 
 import stirling.software.SPDF.model.api.general.BookletImpositionRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.GeneralUtils;
 import stirling.software.common.util.TempFileManager;
@@ -44,7 +45,8 @@ public class BookletImpositionController {
 
     @AutoJobPostMapping(
             value = "/booklet-imposition",
-            consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @Operation(
             summary = "Create a booklet with proper page imposition",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/CropController.java

@@ -26,6 +26,7 @@ import stirling.software.SPDF.config.EndpointConfiguration;
 import stirling.software.SPDF.model.api.general.CropPdfForm;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.GeneralApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.GeneralUtils;
@@ -126,7 +127,10 @@ public class CropController {
         return endpointConfiguration.isGroupEnabled("Ghostscript");
     }
 
-    @AutoJobPostMapping(value = "/crop", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/crop",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @Operation(
             summary = "Crops a PDF document",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/EditTableOfContentsController.java

@@ -25,6 +25,7 @@ import lombok.extern.slf4j.Slf4j;
 import stirling.software.SPDF.model.api.EditTableOfContentsRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.GeneralApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.GeneralUtils;
 import stirling.software.common.util.TempFileManager;
@@ -44,7 +45,8 @@ public class EditTableOfContentsController {
 
     @AutoJobPostMapping(
             value = "/extract-bookmarks",
-            consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @Operation(
             summary = "Extract PDF Bookmarks",
             description = "Extracts bookmarks/table of contents from a PDF document as JSON.")
@@ -147,7 +149,8 @@ public class EditTableOfContentsController {
 
     @AutoJobPostMapping(
             value = "/edit-table-of-contents",
-            consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @Operation(
             summary = "Edit Table of Contents",
             description = "Add or edit bookmarks/table of contents in a PDF document.")

app/core/src/main/java/stirling/software/SPDF/controller/api/MergeController.java

@@ -39,6 +39,7 @@ import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.SPDF.model.api.general.MergePdfsRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.GeneralApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.GeneralUtils;
@@ -271,7 +272,10 @@ public class MergeController {
         return -1;
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/merge-pdfs")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/merge-pdfs",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Merge multiple PDF files into one",

app/core/src/main/java/stirling/software/SPDF/controller/api/MultiPageLayoutController.java

@@ -24,6 +24,7 @@ import lombok.extern.slf4j.Slf4j;
 import stirling.software.SPDF.model.api.general.MergeMultiplePagesRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.GeneralApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.GeneralFormCopyUtils;
@@ -41,7 +42,8 @@ public class MultiPageLayoutController {
 
     @AutoJobPostMapping(
             value = "/multi-page-layout",
-            consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @Operation(
             summary = "Merge multiple pages of a PDF document into a single page",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/PdfOverlayController.java

@@ -25,6 +25,7 @@ import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.SPDF.model.api.general.OverlayPdfsRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.GeneralApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.GeneralUtils;
@@ -39,7 +40,10 @@ public class PdfOverlayController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(value = "/overlay-pdfs", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/overlay-pdfs",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Overlay PDF files in various modes",

app/core/src/main/java/stirling/software/SPDF/controller/api/PosterPdfController.java

@@ -28,6 +28,7 @@ import stirling.software.SPDF.config.swagger.MultiFileResponse;
 import stirling.software.SPDF.model.api.general.PosterPdfRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.GeneralApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.GeneralUtils;
@@ -43,7 +44,10 @@ public class PosterPdfController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(value = "/split-for-poster-print", consumes = "multipart/form-data")
+    @AutoJobPostMapping(
+            value = "/split-for-poster-print",
+            consumes = "multipart/form-data",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @MultiFileResponse
     @Operation(
             summary = "Split large PDF pages into smaller printable chunks",

app/core/src/main/java/stirling/software/SPDF/controller/api/RearrangePagesPDFController.java

@@ -28,6 +28,7 @@ import stirling.software.SPDF.model.api.PDFWithPageNums;
 import stirling.software.SPDF.model.api.general.RearrangePagesRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.GeneralApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.FormUtils;
@@ -43,7 +44,10 @@ public class RearrangePagesPDFController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/remove-pages")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/remove-pages",
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Remove pages from a PDF file",
@@ -224,7 +228,10 @@ public class RearrangePagesPDFController {
         }
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/rearrange-pages")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/rearrange-pages",
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Rearrange pages in a PDF file",

app/core/src/main/java/stirling/software/SPDF/controller/api/RotationController.java

@@ -19,6 +19,7 @@ import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.SPDF.model.api.general.RotatePDFRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.GeneralApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.GeneralUtils;
@@ -32,7 +33,10 @@ public class RotationController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/rotate-pdf")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/rotate-pdf",
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Rotate a PDF file",

app/core/src/main/java/stirling/software/SPDF/controller/api/ScalePagesController.java

@@ -25,6 +25,7 @@ import lombok.extern.slf4j.Slf4j;
 import stirling.software.SPDF.model.api.general.ScalePagesRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.GeneralApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.GeneralUtils;
@@ -114,7 +115,10 @@ public class ScalePagesController {
         return sizeMap;
     }
 
-    @AutoJobPostMapping(value = "/scale-pages", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/scale-pages",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @Operation(
             summary = "Change the size of a PDF page/document",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/SettingsController.java

@@ -16,6 +16,7 @@ import stirling.software.SPDF.config.EndpointConfiguration;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.SettingsApi;
 import stirling.software.common.configuration.InstallationPathConfig;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.ApplicationProperties;
 import stirling.software.common.util.GeneralUtils;
 
@@ -27,7 +28,9 @@ public class SettingsController {
     private final ApplicationProperties applicationProperties;
     private final EndpointConfiguration endpointConfiguration;
 
-    @AutoJobPostMapping("/update-enable-analytics")
+    @AutoJobPostMapping(
+            value = "/update-enable-analytics",
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @Hidden
     public ResponseEntity<Map<String, Object>> updateApiKey(@RequestParam Boolean enabled)
             throws IOException {

app/core/src/main/java/stirling/software/SPDF/controller/api/SplitPDFController.java

@@ -28,6 +28,7 @@ import stirling.software.SPDF.config.swagger.MultiFileResponse;
 import stirling.software.SPDF.model.api.SplitPagesRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.GeneralApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.FormUtils;
@@ -44,7 +45,10 @@ public class SplitPDFController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/split-pages")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/split-pages",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @MultiFileResponse
     @Operation(
             summary = "Split a PDF file into separate documents",

app/core/src/main/java/stirling/software/SPDF/controller/api/SplitPdfByChaptersController.java

@@ -30,6 +30,7 @@ import stirling.software.SPDF.config.swagger.MultiFileResponse;
 import stirling.software.SPDF.model.api.SplitPdfByChaptersRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.GeneralApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.PdfMetadata;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.service.PdfMetadataService;
@@ -120,7 +121,8 @@ public class SplitPdfByChaptersController {
 
     @AutoJobPostMapping(
             value = "/split-pdf-by-chapters",
-            consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @MultiFileResponse
     @Operation(
             summary = "Split PDFs by Chapters",

app/core/src/main/java/stirling/software/SPDF/controller/api/SplitPdfBySectionsController.java

@@ -33,6 +33,7 @@ import stirling.software.SPDF.model.SplitTypes;
 import stirling.software.SPDF.model.api.SplitPdfBySectionsRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.GeneralApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.GeneralUtils;
@@ -50,7 +51,8 @@ public class SplitPdfBySectionsController {
 
     @AutoJobPostMapping(
             consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
-            value = "/split-pdf-by-sections")
+            value = "/split-pdf-by-sections",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @MultiFileResponse
     @Operation(
             summary = "Split PDF pages into smaller sections",

app/core/src/main/java/stirling/software/SPDF/controller/api/SplitPdfBySizeController.java

@@ -29,6 +29,7 @@ import stirling.software.SPDF.config.swagger.MultiFileResponse;
 import stirling.software.SPDF.model.api.general.SplitPdfBySizeOrCountRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.GeneralApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.FormUtils;
@@ -47,7 +48,8 @@ public class SplitPdfBySizeController {
 
     @AutoJobPostMapping(
             value = "/split-by-size-or-count",
-            consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @MultiFileResponse
     @Operation(
             summary = "Auto split PDF pages into separate documents based on size or count",

app/core/src/main/java/stirling/software/SPDF/controller/api/ToSinglePageController.java

@@ -20,6 +20,7 @@ import lombok.RequiredArgsConstructor;
 import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.GeneralApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.PDFFile;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.GeneralUtils;
@@ -35,7 +36,8 @@ public class ToSinglePageController {
 
     @AutoJobPostMapping(
             consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
-            value = "/pdf-to-single-page")
+            value = "/pdf-to-single-page",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Convert a multi-page PDF into a single long page PDF",

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/ConvertEbookToPDFController.java

@@ -28,6 +28,7 @@ import stirling.software.SPDF.config.EndpointConfiguration;
 import stirling.software.SPDF.model.api.converters.ConvertEbookToPdfRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.ConvertApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.GeneralUtils;
 import stirling.software.common.util.ProcessExecutor;
@@ -56,7 +57,10 @@ public class ConvertEbookToPDFController {
         return endpointConfiguration.isGroupEnabled("Ghostscript");
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/ebook/pdf")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/ebook/pdf",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @Operation(
             summary = "Convert an eBook file to PDF",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/ConvertEmlToPDF.java

@@ -25,6 +25,7 @@ import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.ConvertApi;
 import stirling.software.common.configuration.RuntimePathConfig;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.converters.EmlToPdfRequest;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.CustomHtmlSanitizer;
@@ -43,7 +44,10 @@ public class ConvertEmlToPDF {
     private final TempFileManager tempFileManager;
     private final CustomHtmlSanitizer customHtmlSanitizer;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/eml/pdf")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/eml/pdf",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Convert EML/MSG to PDF",

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/ConvertHtmlToPDF.java

@@ -17,6 +17,7 @@ import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.ConvertApi;
 import stirling.software.common.configuration.RuntimePathConfig;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.converters.HTMLToPdfRequest;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.*;
@@ -33,7 +34,10 @@ public class ConvertHtmlToPDF {
 
     private final CustomHtmlSanitizer customHtmlSanitizer;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/html/pdf")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/html/pdf",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Convert an HTML or ZIP (containing HTML and CSS) to PDF",

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/ConvertImgPDFController.java

@@ -40,6 +40,7 @@ import stirling.software.SPDF.model.api.converters.ConvertToImageRequest;
 import stirling.software.SPDF.model.api.converters.ConvertToPdfRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.ConvertApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.CbrUtils;
 import stirling.software.common.util.CbzUtils;
@@ -72,7 +73,10 @@ public class ConvertImgPDFController {
         return endpointConfiguration.isGroupEnabled("Ghostscript");
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/pdf/img")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/pdf/img",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @MultiFileResponse
     @Operation(
             summary = "Convert PDF to image(s)",
@@ -239,7 +243,10 @@ public class ConvertImgPDFController {
         }
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/img/pdf")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/img/pdf",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Convert images to a PDF file",

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/ConvertMarkdownToPdf.java

@@ -26,6 +26,7 @@ import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.ConvertApi;
 import stirling.software.common.configuration.RuntimePathConfig;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.GeneralFile;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.*;
@@ -41,7 +42,10 @@ public class ConvertMarkdownToPdf {
 
     private final CustomHtmlSanitizer customHtmlSanitizer;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/markdown/pdf")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/markdown/pdf",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Convert a Markdown file to PDF",

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/ConvertOfficeController.java

@@ -29,6 +29,7 @@ import stirling.software.SPDF.config.EndpointConfiguration;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.ConvertApi;
 import stirling.software.common.configuration.RuntimePathConfig;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.GeneralFile;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.CustomHtmlSanitizer;
@@ -200,7 +201,10 @@ public class ConvertOfficeController {
                 .matches();
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/file/pdf")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/file/pdf",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @Operation(
             summary = "Convert a file to a PDF using LibreOffice",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/ConvertPDFToEpubController.java

@@ -27,6 +27,7 @@ import stirling.software.SPDF.model.api.converters.ConvertPdfToEpubRequest.Outpu
 import stirling.software.SPDF.model.api.converters.ConvertPdfToEpubRequest.TargetDevice;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.ConvertApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.util.GeneralUtils;
 import stirling.software.common.util.ProcessExecutor;
 import stirling.software.common.util.ProcessExecutor.ProcessExecutorResult;
@@ -81,7 +82,10 @@ public class ConvertPDFToEpubController {
         return command;
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/pdf/epub")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/pdf/epub",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @Operation(
             summary = "Convert PDF to EPUB/AZW3",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/ConvertPDFToExcelController.java

@@ -25,6 +25,7 @@ import lombok.extern.slf4j.Slf4j;
 import stirling.software.SPDF.model.api.PDFWithPageNums;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.ConvertApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.GeneralUtils;
 import stirling.software.common.util.TempFile;
@@ -45,7 +46,10 @@ public class ConvertPDFToExcelController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(value = "/pdf/xlsx", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/pdf/xlsx",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @Operation(
             summary = "Convert a PDF to an Excel spreadsheet (XLSX)",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/ConvertPDFToHtml.java

@@ -13,6 +13,7 @@ import lombok.RequiredArgsConstructor;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.ConvertApi;
 import stirling.software.common.configuration.RuntimePathConfig;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.PDFFile;
 import stirling.software.common.util.PDFToFile;
 import stirling.software.common.util.TempFileManager;
@@ -24,7 +25,10 @@ public class ConvertPDFToHtml {
     private final TempFileManager tempFileManager;
     private final RuntimePathConfig runtimePathConfig;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/pdf/html")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/pdf/html",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @Operation(
             summary = "Convert PDF to HTML",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/ConvertPDFToOffice.java

@@ -22,6 +22,7 @@ import stirling.software.SPDF.model.api.converters.PdfToWordRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.ConvertApi;
 import stirling.software.common.configuration.RuntimePathConfig;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.PDFFile;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.GeneralUtils;
@@ -38,7 +39,10 @@ public class ConvertPDFToOffice {
     private final TempFileManager tempFileManager;
     private final RuntimePathConfig runtimePathConfig;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/pdf/presentation")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/pdf/presentation",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @Operation(
             summary = "Convert PDF to Presentation format",
             description =
@@ -53,7 +57,10 @@ public class ConvertPDFToOffice {
         return pdfToFile.processPdfToOfficeFormat(inputFile, outputFormat, "impress_pdf_import");
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/pdf/text")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/pdf/text",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @Operation(
             summary = "Convert PDF to Text or RTF format",
             description =
@@ -83,7 +90,10 @@ public class ConvertPDFToOffice {
         }
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/pdf/word")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/pdf/word",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @Operation(
             summary = "Convert PDF to Word document",
             description =
@@ -97,7 +107,10 @@ public class ConvertPDFToOffice {
         return pdfToFile.processPdfToOfficeFormat(inputFile, outputFormat, "writer_pdf_import");
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/pdf/xml")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/pdf/xml",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @Operation(
             summary = "Convert PDF to XML",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/ConvertPDFToPDFA.java

@@ -90,6 +90,7 @@ import stirling.software.SPDF.model.api.converters.PdfToPdfARequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.ConvertApi;
 import stirling.software.common.configuration.RuntimePathConfig;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.ProcessExecutor;
 import stirling.software.common.util.ProcessExecutor.ProcessExecutorResult;
@@ -572,7 +573,10 @@ public class ConvertPDFToPDFA {
         }
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/pdf/pdfa")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/pdf/pdfa",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @Operation(
             summary = "Convert a PDF to a PDF/A or PDF/X",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/ConvertPdfJsonController.java

@@ -32,6 +32,7 @@ import stirling.software.SPDF.model.json.PdfJsonMetadata;
 import stirling.software.SPDF.service.PdfJsonConversionService;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.ConvertApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.GeneralFile;
 import stirling.software.common.model.api.PDFFile;
 import stirling.software.common.service.JobOwnershipService;
@@ -54,7 +55,10 @@ public class ConvertPdfJsonController {
     @Autowired(required = false)
     private JobOwnershipService jobOwnershipService;
 
-    @AutoJobPostMapping(consumes = "multipart/form-data", value = "/pdf/text-editor")
+    @AutoJobPostMapping(
+            consumes = "multipart/form-data",
+            value = "/pdf/text-editor",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @Operation(
             summary = "Convert PDF to Text Editor Format",
             description =
@@ -92,7 +96,10 @@ public class ConvertPdfJsonController {
         }
     }
 
-    @AutoJobPostMapping(consumes = "multipart/form-data", value = "/text-editor/pdf")
+    @AutoJobPostMapping(
+            consumes = "multipart/form-data",
+            value = "/text-editor/pdf",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Convert Text Editor Format to PDF",
@@ -123,7 +130,10 @@ public class ConvertPdfJsonController {
         return WebResponseUtils.pdfFileToWebResponse(tempOut, docName);
     }
 
-    @AutoJobPostMapping(consumes = "multipart/form-data", value = "/pdf/text-editor/metadata")
+    @AutoJobPostMapping(
+            consumes = "multipart/form-data",
+            value = "/pdf/text-editor/metadata",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @Operation(
             summary = "Extract PDF metadata for text editor lazy loading",
             description =
@@ -165,7 +175,8 @@ public class ConvertPdfJsonController {
 
     @AutoJobPostMapping(
             value = "/pdf/text-editor/partial/{jobId}",
-            consumes = MediaType.APPLICATION_JSON_VALUE)
+            consumes = MediaType.APPLICATION_JSON_VALUE,
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Apply incremental edits from text editor to a cached PDF",
@@ -269,7 +280,8 @@ public class ConvertPdfJsonController {
 
     @AutoJobPostMapping(
             value = "/pdf/text-editor/clear-cache/{jobId}",
-            consumes = MediaType.ALL_VALUE)
+            consumes = MediaType.ALL_VALUE,
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @Operation(
             summary = "Clear cached PDF document for text editor",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/ConvertPdfToVideoController.java

@@ -49,7 +49,10 @@ public class ConvertPdfToVideoController {
 
     // ffmpeg disabled due to raised CVEs
     /*
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/pdf/video")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/pdf/video",
+            resourceWeight = ResourceWeight.XLARGE_WEIGHT)
     @Operation(
             summary = "Convert PDF to Video Slideshow",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/ConvertSvgToPDF.java

@@ -28,6 +28,7 @@ import stirling.software.SPDF.model.api.converters.SvgToPdfRequest;
 import stirling.software.SPDF.utils.SvgToPdf;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.ConvertApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.GeneralUtils;
 import stirling.software.common.util.SvgSanitizer;
@@ -44,7 +45,10 @@ public class ConvertSvgToPDF {
     private final SvgSanitizer svgSanitizer;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/svg/pdf")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/svg/pdf",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @MultiFileResponse
     @Operation(
             summary = "Convert SVG to PDF",

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/ConvertWebsiteToPDF.java

@@ -32,6 +32,7 @@ import stirling.software.SPDF.model.api.converters.UrlToPdfRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.ConvertApi;
 import stirling.software.common.configuration.RuntimePathConfig;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.ApplicationProperties;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
@@ -57,7 +58,10 @@ public class ConvertWebsiteToPDF {
 
     private static final Pattern NUMERIC_HTML_ENTITY_PATTERN = Pattern.compile("&#(x?[0-9a-f]+);");
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/url/pdf")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/url/pdf",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @Operation(
             summary = "Convert a URL to a PDF",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/ExtractCSVController.java

@@ -30,6 +30,7 @@ import stirling.software.SPDF.pdf.parser.PdfModels.TableFragment;
 import stirling.software.SPDF.pdf.parser.TabulaTableParser;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.ConvertApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.GeneralUtils;
 import stirling.software.common.util.WebResponseUtils;
@@ -42,7 +43,10 @@ public class ExtractCSVController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TabulaTableParser tabulaTableParser;
 
-    @AutoJobPostMapping(value = "/pdf/csv", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/pdf/csv",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @CsvConversionResponse
     @Operation(
             summary = "Extracts a CSV document from a PDF",

app/core/src/main/java/stirling/software/SPDF/controller/api/converters/PdfVectorExportController.java

@@ -26,6 +26,7 @@ import stirling.software.SPDF.config.EndpointConfiguration;
 import stirling.software.SPDF.model.api.converters.PdfVectorExportRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.ConvertApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.GeneralUtils;
 import stirling.software.common.util.ProcessExecutor;
@@ -45,7 +46,10 @@ public class PdfVectorExportController {
     private final TempFileManager tempFileManager;
     private final EndpointConfiguration endpointConfiguration;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/vector/pdf")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/vector/pdf",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @Operation(
             summary = "Convert PostScript formats to PDF",
             description =
@@ -92,7 +96,10 @@ public class PdfVectorExportController {
         return WebResponseUtils.pdfFileToWebResponse(outputTemp, outputName);
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/pdf/vector")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/pdf/vector",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @Operation(
             summary = "Convert PDF to vector format",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/filters/FilterController.java

@@ -27,6 +27,7 @@ import stirling.software.SPDF.model.api.filter.PageRotationRequest;
 import stirling.software.SPDF.model.api.filter.PageSizeRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.FilterApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.PdfUtils;
@@ -42,7 +43,8 @@ public class FilterController {
 
     @AutoJobPostMapping(
             consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
-            value = "/filter-contains-text")
+            value = "/filter-contains-text",
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @Operation(
             summary = "Checks if a PDF contains set text, returns true if does",
             description = "Input:PDF Output:Boolean Type:SISO")
@@ -75,7 +77,8 @@ public class FilterController {
 
     @AutoJobPostMapping(
             consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
-            value = "/filter-contains-image")
+            value = "/filter-contains-image",
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @Operation(
             summary = "Checks if a PDF contains an image",
             description = "Input:PDF Output:Boolean Type:SISO")
@@ -107,7 +110,8 @@ public class FilterController {
 
     @AutoJobPostMapping(
             consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
-            value = "/filter-page-count")
+            value = "/filter-page-count",
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @Operation(
             summary = "Checks if a PDF is greater, less or equal to a setPageCount",
             description = "Input:PDF Output:Boolean Type:SISO")
@@ -138,7 +142,10 @@ public class FilterController {
                 : ResponseEntity.noContent().build();
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/filter-page-size")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/filter-page-size",
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @Operation(
             summary = "Checks if a PDF is of a certain size",
             description = "Input:PDF Output:Boolean Type:SISO")
@@ -175,7 +182,10 @@ public class FilterController {
                 : ResponseEntity.noContent().build();
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/filter-file-size")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/filter-file-size",
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @Operation(
             summary = "Checks if a PDF is a set file size",
             description = "Input:PDF Output:Boolean Type:SISO")
@@ -205,7 +215,8 @@ public class FilterController {
 
     @AutoJobPostMapping(
             consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
-            value = "/filter-page-rotation")
+            value = "/filter-page-rotation",
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @Operation(
             summary = "Checks if a PDF is of a certain rotation",
             description = "Input:PDF Output:Boolean Type:SISO")

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/AddCommentsController.java

@@ -23,6 +23,7 @@ import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.SPDF.model.api.misc.AddCommentsRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.comments.AnnotationLocation;
 import stirling.software.common.model.api.comments.StickyNoteSpec;
 import stirling.software.common.service.CustomPDFDocumentFactory;
@@ -66,7 +67,10 @@ public class AddCommentsController {
     private final PdfTextLocator pdfTextLocator;
     private final ObjectMapper objectMapper;
 
-    @AutoJobPostMapping(value = "/add-comments", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/add-comments",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Add sticky-note comments to a PDF at specified positions or anchored text",

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/AttachmentController.java

@@ -28,6 +28,7 @@ import stirling.software.SPDF.model.api.misc.RenameAttachmentRequest;
 import stirling.software.SPDF.service.AttachmentServiceInterface;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.GeneralUtils;
@@ -48,7 +49,10 @@ public class AttachmentController {
 
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/add-attachments")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/add-attachments",
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Add attachments to PDF",

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/AutoRenameController.java

@@ -23,6 +23,7 @@ import lombok.extern.slf4j.Slf4j;
 import stirling.software.SPDF.model.api.misc.ExtractHeaderRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.RegexPatternUtils;
 import stirling.software.common.util.TempFileManager;
@@ -39,7 +40,10 @@ public class AutoRenameController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/auto-rename")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/auto-rename",
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @Operation(
             summary = "Extract header from PDF file",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/AutoSplitPdfController.java

@@ -38,6 +38,7 @@ import stirling.software.SPDF.config.swagger.MultiFileResponse;
 import stirling.software.SPDF.model.api.misc.AutoSplitPdfRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.ApplicationProperties;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
@@ -267,7 +268,10 @@ public class AutoSplitPdfController {
         return QR_DETECTION_DPI;
     }
 
-    @AutoJobPostMapping(value = "/auto-split-pdf", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/auto-split-pdf",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @MultiFileResponse
     @Operation(
             summary = "Auto split PDF pages into separate documents",

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/BlankPageController.java

@@ -31,6 +31,7 @@ import lombok.extern.slf4j.Slf4j;
 import stirling.software.SPDF.model.api.misc.RemoveBlankPagesRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.ApplicationProperties;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ApplicationContextProvider;
@@ -81,7 +82,10 @@ public class BlankPageController {
         return whitePixelPercentage >= whitePercent;
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/remove-blanks")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/remove-blanks",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @Operation(
             summary = "Remove blank pages from a PDF file",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/CompressController.java

@@ -49,6 +49,7 @@ import stirling.software.SPDF.config.EndpointConfiguration;
 import stirling.software.SPDF.model.api.misc.OptimizePdfRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.service.LineArtConversionService;
 import stirling.software.common.util.ExceptionUtils;
@@ -922,7 +923,10 @@ public class CompressController {
         return Math.min(9, currentLevel + 1);
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/compress-pdf")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/compress-pdf",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @Operation(
             summary = "Optimize PDF file",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/DecompressPdfController.java

@@ -22,6 +22,7 @@ import lombok.extern.slf4j.Slf4j;
 
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.PDFFile;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
@@ -38,7 +39,10 @@ public class DecompressPdfController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(value = "/decompress-pdf", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/decompress-pdf",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @Operation(
             summary = "Decompress PDF streams",
             description = "Fully decompresses all PDF streams including text content")

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/ExtractImageScansController.java

@@ -32,6 +32,7 @@ import stirling.software.SPDF.config.swagger.MultiFileResponse;
 import stirling.software.SPDF.model.api.misc.ExtractImageScansRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.ApplicationProperties;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ApplicationContextProvider;
@@ -56,7 +57,8 @@ public class ExtractImageScansController {
 
     @AutoJobPostMapping(
             consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
-            value = "/extract-image-scans")
+            value = "/extract-image-scans",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @MultiFileResponse
     @Operation(
             summary = "Extract image scans from an input file",

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/ExtractImagesController.java

@@ -34,6 +34,7 @@ import stirling.software.SPDF.config.swagger.MultiFileResponse;
 import stirling.software.SPDF.model.api.PDFExtractImagesRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.GeneralUtils;
@@ -49,7 +50,10 @@ public class ExtractImagesController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/extract-images")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/extract-images",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @MultiFileResponse
     @Operation(
             summary = "Extract images from a PDF file",

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/FlattenController.java

@@ -27,6 +27,7 @@ import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.SPDF.model.api.misc.FlattenRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.ApplicationProperties;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ApplicationContextProvider;
@@ -42,7 +43,10 @@ public class FlattenController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/flatten")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/flatten",
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Flatten PDF form fields or full page",

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/MetadataController.java

@@ -25,6 +25,7 @@ import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.SPDF.model.api.misc.MetadataRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.service.PdfMetadataService;
 import stirling.software.common.util.GeneralUtils;
@@ -56,7 +57,10 @@ public class MetadataController {
         binder.registerCustomEditor(Map.class, "allRequestParams", new StringToMapPropertyEditor());
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/update-metadata")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/update-metadata",
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Update metadata of a PDF file",

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/OCRController.java

@@ -38,6 +38,7 @@ import stirling.software.SPDF.model.api.misc.ProcessPdfWithOcrRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
 import stirling.software.common.configuration.RuntimePathConfig;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.ApplicationProperties;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
@@ -82,7 +83,10 @@ public class OCRController {
                 .toList();
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/ocr-pdf")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/ocr-pdf",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @Operation(
             summary = "Process a PDF file with OCR",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/OverlayImageController.java

@@ -22,6 +22,7 @@ import stirling.software.SPDF.model.api.misc.OverlayImageRequest;
 import stirling.software.SPDF.utils.SvgOverlayUtil;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.GeneralUtils;
 import stirling.software.common.util.TempFile;
@@ -36,7 +37,10 @@ public class OverlayImageController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/add-image")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/add-image",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @Operation(
             summary = "Overlay image onto a PDF file",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/PageNumbersController.java

@@ -26,6 +26,7 @@ import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.SPDF.model.api.misc.AddPageNumbersRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.GeneralUtils;
 import stirling.software.common.util.TempFile;
@@ -39,7 +40,10 @@ public class PageNumbersController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(value = "/add-page-numbers", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/add-page-numbers",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Add page numbers to a PDF document",

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/RemoveImagesController.java

@@ -25,6 +25,7 @@ import lombok.extern.slf4j.Slf4j;
 
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.GeneralApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.PDFFile;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
@@ -41,7 +42,10 @@ public class RemoveImagesController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/remove-image-pdf")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/remove-image-pdf",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @Operation(
             summary = "Remove images from PDF",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/RepairController.java

@@ -19,6 +19,7 @@ import stirling.software.SPDF.config.EndpointConfiguration;
 import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.PDFFile;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
@@ -46,7 +47,10 @@ public class RepairController {
         return endpointConfiguration.isGroupEnabled("qpdf");
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/repair")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/repair",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Repair a PDF file",

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/ReplaceAndInvertColorController.java

@@ -19,6 +19,7 @@ import stirling.software.SPDF.model.api.misc.ReplaceAndInvertColorRequest;
 import stirling.software.SPDF.service.misc.ReplaceAndInvertColorService;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.util.GeneralUtils;
 import stirling.software.common.util.TempFile;
 import stirling.software.common.util.TempFileManager;
@@ -33,7 +34,8 @@ public class ReplaceAndInvertColorController {
 
     @AutoJobPostMapping(
             consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
-            value = "/replace-invert-pdf")
+            value = "/replace-invert-pdf",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @Operation(
             summary = "Replace-Invert Color PDF",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/ScannerEffectController.java

@@ -46,6 +46,7 @@ import lombok.extern.slf4j.Slf4j;
 import stirling.software.SPDF.model.api.misc.ScannerEffectRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.ApplicationProperties;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ApplicationContextProvider;
@@ -559,7 +560,10 @@ public class ScannerEffectController {
         }
     }
 
-    @AutoJobPostMapping(value = "/scanner-effect", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/scanner-effect",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @Operation(
             summary = "Apply scanner effect to PDF",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/ShowJavascript.java

@@ -21,6 +21,7 @@ import lombok.RequiredArgsConstructor;
 import stirling.software.SPDF.config.swagger.JavaScriptResponse;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.PDFFile;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.TempFile;
@@ -34,7 +35,10 @@ public class ShowJavascript {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/show-javascript")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/show-javascript",
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @JavaScriptResponse
     @Operation(
             summary = "Grabs all JS from a PDF and returns a single JS file with all code",

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/StampController.java

@@ -46,6 +46,7 @@ import lombok.RequiredArgsConstructor;
 import stirling.software.SPDF.model.api.misc.AddStampRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.GeneralUtils;
@@ -86,7 +87,10 @@ public class StampController {
                 });
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/add-stamp")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/add-stamp",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @Operation(
             summary = "Add stamp to a PDF file",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/misc/UnlockPDFFormsController.java

@@ -23,6 +23,7 @@ import lombok.extern.slf4j.Slf4j;
 import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.MiscApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.PDFFile;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.GeneralUtils;
@@ -42,7 +43,10 @@ public class UnlockPDFFormsController {
         this.tempFileManager = tempFileManager;
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/unlock-pdf-forms")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/unlock-pdf-forms",
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Remove read-only property from form fields",

app/core/src/main/java/stirling/software/SPDF/controller/api/pipeline/PipelineController.java

@@ -26,6 +26,7 @@ import stirling.software.SPDF.model.PipelineResult;
 import stirling.software.SPDF.model.api.HandleDataRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.PipelineApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.PostHogService;
 import stirling.software.common.util.GeneralUtils;
 import stirling.software.common.util.TempFile;
@@ -49,7 +50,10 @@ public class PipelineController {
 
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(value = "/handleData", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/handleData",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @MultiFileResponse
     @Operation(
             summary = "Execute automated PDF processing pipeline",

app/core/src/main/java/stirling/software/SPDF/controller/api/security/CertSignController.java

@@ -75,6 +75,7 @@ import lombok.extern.slf4j.Slf4j;
 import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.SPDF.model.api.security.SignPDFWithCertRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.service.ServerCertificateServiceInterface;
 import stirling.software.common.util.ExceptionUtils;
@@ -160,7 +161,8 @@ public class CertSignController {
                 MediaType.MULTIPART_FORM_DATA_VALUE,
                 MediaType.APPLICATION_FORM_URLENCODED_VALUE
             },
-            value = "/cert-sign")
+            value = "/cert-sign",
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Sign PDF with a Digital Certificate",

app/core/src/main/java/stirling/software/SPDF/controller/api/security/GetInfoOnPDF.java

@@ -56,6 +56,7 @@ import stirling.software.SPDF.model.api.security.PDFVerificationResult;
 import stirling.software.SPDF.service.VeraPDFService;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.SecurityApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.PDFFile;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
@@ -1061,7 +1062,10 @@ public class GetInfoOnPDF {
         return stats;
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/get-info-on-pdf")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/get-info-on-pdf",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @Operation(
             summary = "Get comprehensive PDF information",
             description =

app/core/src/main/java/stirling/software/SPDF/controller/api/security/PasswordController.java

@@ -20,6 +20,7 @@ import stirling.software.SPDF.model.api.security.AddPasswordRequest;
 import stirling.software.SPDF.model.api.security.PDFPasswordRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.SecurityApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 import stirling.software.common.util.GeneralUtils;
@@ -33,7 +34,10 @@ public class PasswordController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/remove-password")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/remove-password",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Remove password from a PDF file",
@@ -62,7 +66,10 @@ public class PasswordController {
         }
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/add-password")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/add-password",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Add password to a PDF file",

app/core/src/main/java/stirling/software/SPDF/controller/api/security/RedactController.java

@@ -59,6 +59,7 @@ import stirling.software.SPDF.utils.text.TextFinderUtils;
 import stirling.software.SPDF.utils.text.WidthCalculator;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.SecurityApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.security.RedactionArea;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
@@ -101,7 +102,10 @@ public class RedactController {
                 new StringToArrayListPropertyEditor<>(RedactionArea.class));
     }
 
-    @AutoJobPostMapping(value = "/redact", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/redact",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @StandardPdfResponse
     @Operation(
             operationId = "redactPdfManual",
@@ -494,7 +498,10 @@ public class RedactController {
         return pageNumbers;
     }
 
-    @AutoJobPostMapping(value = "/auto-redact", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/auto-redact",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.LARGE_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Redact PDF automatically",

app/core/src/main/java/stirling/software/SPDF/controller/api/security/RemoveCertSignController.java

@@ -20,6 +20,7 @@ import lombok.RequiredArgsConstructor;
 import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.SecurityApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.api.PDFFile;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.GeneralUtils;
@@ -33,7 +34,10 @@ public class RemoveCertSignController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/remove-cert-sign")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/remove-cert-sign",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Remove digital signature from PDF",

app/core/src/main/java/stirling/software/SPDF/controller/api/security/SanitizeController.java

@@ -39,6 +39,7 @@ import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.SPDF.model.api.security.SanitizePdfRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.SecurityApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.GeneralUtils;
 import stirling.software.common.util.TempFileManager;
@@ -52,7 +53,10 @@ public class SanitizeController {
     private final CustomPDFDocumentFactory pdfDocumentFactory;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/sanitize-pdf")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/sanitize-pdf",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Sanitize a PDF file",

app/core/src/main/java/stirling/software/SPDF/controller/api/security/TimestampController.java

@@ -43,6 +43,7 @@ import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.SPDF.model.api.security.TimestampPdfRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.SecurityApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.model.ApplicationProperties;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.GeneralUtils;
@@ -78,7 +79,10 @@ public class TimestampController {
     private final ApplicationProperties applicationProperties;
     private final TempFileManager tempFileManager;
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/timestamp-pdf")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/timestamp-pdf",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Add RFC 3161 document timestamp to a PDF",

app/core/src/main/java/stirling/software/SPDF/controller/api/security/ValidateSignatureController.java

@@ -42,6 +42,7 @@ import stirling.software.SPDF.model.api.security.SignatureValidationResult;
 import stirling.software.SPDF.service.CertificateValidationService;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.SecurityApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.ExceptionUtils;
 
@@ -74,7 +75,8 @@ public class ValidateSignatureController {
                             + " Input:PDF Output:JSON Type:SISO")
     @AutoJobPostMapping(
             value = "/validate-signature",
-            consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     public ResponseEntity<List<SignatureValidationResult>> validateSignature(
             @ModelAttribute SignatureValidationRequest request) throws IOException {
         List<SignatureValidationResult> results = new ArrayList<>();

app/core/src/main/java/stirling/software/SPDF/controller/api/security/VerifyPDFController.java

@@ -21,6 +21,7 @@ import stirling.software.SPDF.model.api.security.PDFVerificationResult;
 import stirling.software.SPDF.service.VeraPDFService;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.SecurityApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.util.ExceptionUtils;
 
 @SecurityApi
@@ -37,7 +38,10 @@ public class VerifyPDFController {
                             + "Automatically detects PDF/A, PDF/UA-1, PDF/UA-2, and WTPDF standards "
                             + "from the document's XMP metadata and validates compliance. "
                             + "Input:PDF Output:JSON Type:SISO")
-    @AutoJobPostMapping(value = "/verify-pdf", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
+    @AutoJobPostMapping(
+            value = "/verify-pdf",
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            resourceWeight = ResourceWeight.SMALL_WEIGHT)
     public ResponseEntity<List<PDFVerificationResult>> verifyPDF(
             @ModelAttribute PDFVerificationRequest request) {
 

app/core/src/main/java/stirling/software/SPDF/controller/api/security/WatermarkController.java

@@ -42,6 +42,7 @@ import stirling.software.SPDF.config.swagger.StandardPdfResponse;
 import stirling.software.SPDF.model.api.security.AddWatermarkRequest;
 import stirling.software.common.annotations.AutoJobPostMapping;
 import stirling.software.common.annotations.api.SecurityApi;
+import stirling.software.common.enumeration.ResourceWeight;
 import stirling.software.common.service.CustomPDFDocumentFactory;
 import stirling.software.common.util.GeneralUtils;
 import stirling.software.common.util.PdfUtils;
@@ -68,7 +69,10 @@ public class WatermarkController {
                 });
     }
 
-    @AutoJobPostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE, value = "/add-watermark")
+    @AutoJobPostMapping(
+            consumes = MediaType.MULTIPART_FORM_DATA_VALUE,
+            value = "/add-watermark",
+            resourceWeight = ResourceWeight.MEDIUM_WEIGHT)
     @StandardPdfResponse
     @Operation(
             summary = "Add watermark to a PDF file",

app/proprietary/src/main/java/stirling/software/proprietary/audit/AuditDashboardWebController.java

@@ -0,0 +1,39 @@
+package stirling.software.proprietary.audit;
+
+import org.springframework.security.access.prepost.PreAuthorize;
+import org.springframework.stereotype.Controller;
+import org.springframework.ui.Model;
+import org.springframework.web.bind.annotation.GetMapping;
+
+import io.swagger.v3.oas.annotations.Hidden;
+
+import lombok.RequiredArgsConstructor;
+
+import stirling.software.proprietary.config.AuditConfigurationProperties;
+import stirling.software.proprietary.security.config.EnterpriseEndpoint;
+
+@Controller
+@PreAuthorize("hasRole('ADMIN')")
+@RequiredArgsConstructor
+@EnterpriseEndpoint
+public class AuditDashboardWebController {
+    private final AuditConfigurationProperties auditConfig;
+
+    /** Display the audit dashboard. */
+    @GetMapping("/audit")
+    @Hidden
+    public String showDashboard(Model model) {
+        model.addAttribute("auditEnabled", auditConfig.isEnabled());
+        model.addAttribute("auditLevel", auditConfig.getAuditLevel());
+        model.addAttribute("auditLevelInt", auditConfig.getLevel());
+        model.addAttribute("retentionDays", auditConfig.getRetentionDays());
+
+        // Add audit level enum values for display
+        model.addAttribute("auditLevels", AuditLevel.values());
+
+        // Add audit event types for the dropdown
+        model.addAttribute("auditEventTypes", AuditEventType.values());
+
+        return "audit/dashboard";
+    }
+}

app/proprietary/src/main/java/stirling/software/proprietary/config/AsyncConfig.java

@@ -50,13 +50,7 @@ public class AsyncConfig {
         return adapter;
     }
 
-    /**
-     * AI orchestration runs on a background executor, so the incoming request's {@code
-     * SecurityContext} must be propagated for downstream calls to see the authenticated user.
-     * Without this, {@code JobOwnershipService} scopes job keys without a user prefix and
-     * authenticated downloads fail with 403; {@code InternalApiClient} also falls back to the
-     * internal-API-user key instead of the caller's.
-     */
+    /** Propagates the request's SecurityContext onto background AI-orchestration threads. */
     @Bean(name = "aiStreamExecutor")
     public Executor aiStreamExecutor() {
         TaskExecutorAdapter adapter =

app/proprietary/src/main/java/stirling/software/proprietary/controller/api/AdminJobController.java

@@ -27,7 +27,7 @@ import stirling.software.common.service.TaskManager;
 @RequiredArgsConstructor
 @Slf4j
 @RequestMapping("/api/v1/admin")
-@PreAuthorize("hasRole('ROLE_ADMIN')")
+@PreAuthorize("hasRole('ADMIN')")
 @Tag(name = "Admin Job Management", description = "Admin-only Job  Management APIs")
 public class AdminJobController {
 
@@ -41,7 +41,7 @@ public class AdminJobController {
      */
     @GetMapping("/job/stats")
     @Operation(summary = "Get job statistics")
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     public ResponseEntity<JobStats> getJobStats() {
         JobStats stats = taskManager.getJobStats();
         log.info(
@@ -58,7 +58,7 @@ public class AdminJobController {
      */
     @GetMapping("/job/queue/stats")
     @Operation(summary = "Get job queue statistics")
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     public ResponseEntity<?> getQueueStats() {
         Map<String, Object> queueStats = jobQueue.getQueueStats();
         log.info("Admin requested queue stats: {} queued jobs", queueStats.get("queuedJobs"));
@@ -72,7 +72,7 @@ public class AdminJobController {
      */
     @PostMapping("/job/cleanup")
     @Operation(summary = "Cleanup old jobs")
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     public ResponseEntity<?> cleanupOldJobs() {
         int beforeCount = taskManager.getJobStats().getTotalJobs();
         taskManager.cleanupOldJobs();

app/proprietary/src/main/java/stirling/software/proprietary/controller/api/AuditDashboardController.java

@@ -52,7 +52,7 @@ import tools.jackson.databind.ObjectMapper;
 @Slf4j
 @RestController
 @RequestMapping("/api/v1/audit")
-@PreAuthorize("hasRole('ROLE_ADMIN')")
+@PreAuthorize("hasRole('ADMIN')")
 @RequiredArgsConstructor
 @EnterpriseEndpoint
 @Tag(name = "Audit", description = "Only Enterprise - Audit related operations")

app/proprietary/src/main/java/stirling/software/proprietary/controller/api/ProprietaryUIDataController.java

@@ -46,7 +46,7 @@ import stirling.software.proprietary.security.model.User;
 import stirling.software.proprietary.security.model.dto.AdminUserSummary;
 import stirling.software.proprietary.security.repository.TeamRepository;
 import stirling.software.proprietary.security.saml2.CustomSaml2AuthenticatedPrincipal;
-import stirling.software.proprietary.security.service.DatabaseService;
+import stirling.software.proprietary.security.service.DatabaseServiceInterface;
 import stirling.software.proprietary.security.service.LoginAttemptService;
 import stirling.software.proprietary.security.service.MfaService;
 import stirling.software.proprietary.security.service.TeamService;
@@ -66,7 +66,7 @@ public class ProprietaryUIDataController {
     private final UserRepository userRepository;
     private final TeamRepository teamRepository;
     private final SessionRepository sessionRepository;
-    private final DatabaseService databaseService;
+    private final DatabaseServiceInterface databaseService;
     private final boolean runningEE;
     private final ObjectMapper objectMapper;
     private final UserLicenseSettingsService licenseSettingsService;
@@ -81,7 +81,7 @@ public class ProprietaryUIDataController {
             UserRepository userRepository,
             TeamRepository teamRepository,
             SessionRepository sessionRepository,
-            DatabaseService databaseService,
+            DatabaseServiceInterface databaseService,
             ObjectMapper objectMapper,
             @Qualifier("runningEE") boolean runningEE,
             UserLicenseSettingsService licenseSettingsService,
@@ -251,7 +251,7 @@ public class ProprietaryUIDataController {
     }
 
     @GetMapping("/admin-settings")
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @Operation(summary = "Get admin settings data")
     public ResponseEntity<AdminSettingsData> getAdminSettingsData(Authentication authentication) {
         List<User> allUsers = userRepository.findAllWithTeam();
@@ -450,7 +450,7 @@ public class ProprietaryUIDataController {
     }
 
     @GetMapping("/teams")
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @Operation(summary = "Get teams list data")
     public ResponseEntity<TeamsData> getTeamsData() {
         List<TeamWithUserCountDTO> allTeamsWithCounts = teamRepository.findAllTeamsWithUserCount();
@@ -476,7 +476,7 @@ public class ProprietaryUIDataController {
     }
 
     @GetMapping("/teams/{id}")
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @Operation(summary = "Get team details data")
     public ResponseEntity<TeamDetailsData> getTeamDetailsData(@PathVariable("id") Long id) {
         Team team =
@@ -520,7 +520,7 @@ public class ProprietaryUIDataController {
     }
 
     @GetMapping("/database")
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @Operation(summary = "Get database management data")
     public ResponseEntity<DatabaseData> getDatabaseData() {
         List<FileInfo> backupList = databaseService.getBackupList();

app/proprietary/src/main/java/stirling/software/proprietary/security/RateLimitResetScheduler.java

@@ -1,5 +1,6 @@
 package stirling.software.proprietary.security;
 
+import org.springframework.context.annotation.Profile;
 import org.springframework.scheduling.annotation.Scheduled;
 import org.springframework.stereotype.Component;
 
@@ -8,6 +9,7 @@ import lombok.RequiredArgsConstructor;
 import stirling.software.proprietary.security.filter.IPRateLimitingFilter;
 
 @Component
+@Profile("!saas")
 @RequiredArgsConstructor
 public class RateLimitResetScheduler {
 

app/proprietary/src/main/java/stirling/software/proprietary/security/configuration/DatabaseConfig.java

@@ -12,6 +12,7 @@ import org.springframework.boot.persistence.autoconfigure.EntityScan;
 import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
 import org.springframework.context.annotation.Primary;
+import org.springframework.context.annotation.Profile;
 import org.springframework.data.jpa.repository.config.EnableJpaRepositories;
 
 import lombok.Getter;
@@ -71,6 +72,7 @@ public class DatabaseConfig {
     @Bean
     @Qualifier("dataSource")
     @Primary
+    @Profile("!saas")
     public DataSource dataSource() throws UnsupportedProviderException {
         DataSourceBuilder<?> dataSourceBuilder = DataSourceBuilder.create();
 

app/proprietary/src/main/java/stirling/software/proprietary/security/configuration/PasswordEncoderConfig.java

@@ -0,0 +1,16 @@
+package stirling.software.proprietary.security.configuration;
+
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Configuration;
+import org.springframework.security.crypto.bcrypt.BCryptPasswordEncoder;
+import org.springframework.security.crypto.password.PasswordEncoder;
+
+/** Standalone {@link PasswordEncoder} bean. */
+@Configuration
+public class PasswordEncoderConfig {
+
+    @Bean
+    public PasswordEncoder passwordEncoder() {
+        return new BCryptPasswordEncoder();
+    }
+}

app/proprietary/src/main/java/stirling/software/proprietary/security/configuration/SecurityConfiguration.java

@@ -9,6 +9,7 @@ import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
 import org.springframework.context.annotation.DependsOn;
 import org.springframework.context.annotation.Lazy;
+import org.springframework.context.annotation.Profile;
 import org.springframework.core.annotation.Order;
 import org.springframework.security.authentication.ProviderManager;
 import org.springframework.security.authentication.dao.DaoAuthenticationProvider;
@@ -20,7 +21,6 @@ import org.springframework.security.config.annotation.web.configurers.CsrfConfig
 import org.springframework.security.config.annotation.web.configurers.HeadersConfigurer.FrameOptionsConfig;
 import org.springframework.security.config.http.SessionCreationPolicy;
 import org.springframework.security.core.authority.mapping.GrantedAuthoritiesMapper;
-import org.springframework.security.crypto.bcrypt.BCryptPasswordEncoder;
 import org.springframework.security.crypto.password.PasswordEncoder;
 import org.springframework.security.oauth2.client.registration.ClientRegistrationRepository;
 import org.springframework.security.saml2.provider.service.authentication.OpenSaml5AuthenticationProvider;
@@ -69,6 +69,7 @@ import stirling.software.proprietary.security.session.SessionPersistentRegistry;
 @EnableWebSecurity
 @EnableMethodSecurity
 @DependsOn("runningProOrHigher")
+@Profile("!saas")
 public class SecurityConfiguration {
 
     private final CustomUserDetailsService userDetailsService;
@@ -91,6 +92,7 @@ public class SecurityConfiguration {
     private final stirling.software.proprietary.service.UserLicenseSettingsService
             licenseSettingsService;
     private final ClientRegistrationRepository clientRegistrationRepository;
+    private final PasswordEncoder passwordEncoder;
 
     public SecurityConfiguration(
             PersistentLoginRepository persistentLoginRepository,
@@ -112,8 +114,8 @@ public class SecurityConfiguration {
             @Autowired(required = false)
                     OpenSaml5AuthenticationRequestResolver saml2AuthenticationRequestResolver,
             @Autowired(required = false) ClientRegistrationRepository clientRegistrationRepository,
-            stirling.software.proprietary.service.UserLicenseSettingsService
-                    licenseSettingsService) {
+            stirling.software.proprietary.service.UserLicenseSettingsService licenseSettingsService,
+            PasswordEncoder passwordEncoder) {
         this.userDetailsService = userDetailsService;
         this.userService = userService;
         this.loginEnabledValue = loginEnabledValue;
@@ -132,11 +134,7 @@ public class SecurityConfiguration {
         this.saml2AuthenticationRequestResolver = saml2AuthenticationRequestResolver;
         this.clientRegistrationRepository = clientRegistrationRepository;
         this.licenseSettingsService = licenseSettingsService;
-    }
-
-    @Bean
-    public static PasswordEncoder passwordEncoder() {
-        return new BCryptPasswordEncoder();
+        this.passwordEncoder = passwordEncoder;
     }
 
     /**
@@ -293,7 +291,7 @@ public class SecurityConfiguration {
 
             http.addFilterBefore(
                             userAuthenticationFilter, UsernamePasswordAuthenticationFilter.class)
-                    // TODO: IPRateLimitingFilter disabled — limit is 1M (no-op) and raw Filter
+                    // TODO: IPRateLimitingFilter disabled (limit is 1M, no-op) and raw Filter
                     // impl causes Spring Security async dispatch bug (response already committed
                     // errors on StreamingResponseBody endpoints). Re-enable once converted to
                     // OncePerRequestFilter with proper config-driven limits.
@@ -462,7 +460,7 @@ public class SecurityConfiguration {
 
     public DaoAuthenticationProvider daoAuthenticationProvider() {
         DaoAuthenticationProvider provider = new DaoAuthenticationProvider(userDetailsService);
-        provider.setPasswordEncoder(passwordEncoder());
+        provider.setPasswordEncoder(passwordEncoder);
         return provider;
     }
 

app/proprietary/src/main/java/stirling/software/proprietary/security/configuration/ee/EEAppConfig.java

@@ -4,7 +4,6 @@ import static stirling.software.proprietary.security.configuration.ee.KeygenLice
 
 import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
-import org.springframework.context.annotation.Primary;
 import org.springframework.context.annotation.Profile;
 import org.springframework.core.Ordered;
 import org.springframework.core.annotation.Order;
@@ -28,28 +27,26 @@ public class EEAppConfig {
         migrateEnterpriseSettingsToPremium(this.applicationProperties);
     }
 
-    @Profile("security")
+    @Profile("security & !saas")
     @Bean(name = "runningProOrHigher")
-    @Primary
     public boolean runningProOrHigher() {
         License license = licenseKeyChecker.getPremiumLicenseEnabledResult();
         return license == License.SERVER || license == License.ENTERPRISE;
     }
 
-    @Profile("security")
+    @Profile("security & !saas")
     @Bean(name = "license")
-    @Primary
     public String licenseType() {
         return licenseKeyChecker.getPremiumLicenseEnabledResult().name();
     }
 
-    @Profile("security")
+    @Profile("security & !saas")
     @Bean(name = "runningEE")
-    @Primary
     public boolean runningEnterprise() {
         return licenseKeyChecker.getPremiumLicenseEnabledResult() == License.ENTERPRISE;
     }
 
+    @Profile("security & !saas")
     @Bean(name = "SSOAutoLogin")
     public boolean ssoAutoLogin() {
         return applicationProperties.getPremium().getProFeatures().isSsoAutoLogin();

app/proprietary/src/main/java/stirling/software/proprietary/security/controller/api/AdminLicenseController.java

@@ -40,7 +40,7 @@ import stirling.software.proprietary.security.configuration.ee.LicenseKeyChecker
 @RestController
 @Slf4j
 @RequestMapping("/api/v1/admin")
-@PreAuthorize("hasRole('ROLE_ADMIN')")
+@PreAuthorize("hasRole('ADMIN')")
 @Tag(name = "Admin License Management", description = "Admin-only License Management APIs")
 public class AdminLicenseController {
 

app/proprietary/src/main/java/stirling/software/proprietary/security/controller/api/AdminSettingsController.java

@@ -51,7 +51,7 @@ import tools.jackson.databind.ObjectMapper;
 
 @AdminApi
 @RequiredArgsConstructor
-@PreAuthorize("hasRole('ROLE_ADMIN')")
+@PreAuthorize("hasRole('ADMIN')")
 @Slf4j
 public class AdminSettingsController {
 

app/proprietary/src/main/java/stirling/software/proprietary/security/controller/api/AuthController.java

@@ -585,7 +585,7 @@ public class AuthController {
      * @param username Username of the user to disable MFA for
      * @return Response indicating success or failure
      */
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @PostMapping("/mfa/disable/admin/{username}")
     public ResponseEntity<?> disableMfaByAdmin(@PathVariable String username) {
         try {

app/proprietary/src/main/java/stirling/software/proprietary/security/controller/api/DatabaseController.java

@@ -29,7 +29,7 @@ import stirling.software.proprietary.security.service.DatabaseService;
 
 @Slf4j
 @DatabaseApi
-@PreAuthorize("hasRole('ROLE_ADMIN')")
+@PreAuthorize("hasRole('ADMIN')")
 @Conditional(H2SQLCondition.class)
 @RequiredArgsConstructor
 public class DatabaseController {

app/proprietary/src/main/java/stirling/software/proprietary/security/controller/api/InviteLinkController.java

@@ -52,7 +52,7 @@ public class InviteLinkController {
      * @param request The HTTP request
      * @return ResponseEntity with the invite link or error
      */
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @PostMapping("/generate")
     public ResponseEntity<?> generateInviteLink(
             @RequestParam(name = "email", required = false) String email,
@@ -257,7 +257,7 @@ public class InviteLinkController {
      *
      * @return List of active invite tokens
      */
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @GetMapping("/list")
     public ResponseEntity<?> listInviteLinks() {
         try {
@@ -297,7 +297,7 @@ public class InviteLinkController {
      * @param inviteId The invite token ID to revoke
      * @return Success or error response
      */
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @DeleteMapping("/revoke/{inviteId}")
     public ResponseEntity<?> revokeInviteLink(@PathVariable Long inviteId) {
         try {
@@ -324,7 +324,7 @@ public class InviteLinkController {
      *
      * @return Number of deleted tokens
      */
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @PostMapping("/cleanup")
     public ResponseEntity<?> cleanupExpiredInvites() {
         try {

app/proprietary/src/main/java/stirling/software/proprietary/security/controller/api/TeamController.java

@@ -30,7 +30,7 @@ public class TeamController {
     private final TeamRepository teamRepository;
     private final UserRepository userRepository;
 
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @PostMapping("/create")
     public ResponseEntity<?> createTeam(@RequestParam("name") String name) {
         if (teamRepository.existsByNameIgnoreCase(name)) {
@@ -43,7 +43,7 @@ public class TeamController {
         return ResponseEntity.ok(Map.of("message", "Team created successfully"));
     }
 
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @PostMapping("/rename")
     public ResponseEntity<?> renameTeam(
             @RequestParam("teamId") Long teamId, @RequestParam("newName") String newName) {
@@ -69,7 +69,7 @@ public class TeamController {
         return ResponseEntity.ok(Map.of("message", "Team renamed successfully"));
     }
 
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @PostMapping("/delete")
     @Transactional
     public ResponseEntity<?> deleteTeam(@RequestParam("teamId") Long teamId) {
@@ -100,7 +100,7 @@ public class TeamController {
         return ResponseEntity.ok(Map.of("message", "Team deleted successfully"));
     }
 
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @PostMapping("/addUser")
     @Transactional
     public ResponseEntity<?> addUserToTeam(

app/proprietary/src/main/java/stirling/software/proprietary/security/controller/api/UIDataTessdataController.java

@@ -47,7 +47,7 @@ public class UIDataTessdataController {
     private static final long REMOTE_TESSDATA_TTL_MS = 10 * 60 * 1000; // 10 minutes
 
     @GetMapping("/tessdata-languages")
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @Operation(summary = "List installed and remotely available tessdata languages")
     public ResponseEntity<TessdataLanguagesResponse> getTessdataLanguages() {
         TessdataLanguagesResponse response = new TessdataLanguagesResponse();
@@ -58,7 +58,7 @@ public class UIDataTessdataController {
     }
 
     @PostMapping("/tessdata/download")
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @Operation(summary = "Download selected tessdata languages from the official repository")
     public ResponseEntity<Map<String, Object>> downloadTessdataLanguages(
             @RequestBody TessdataDownloadRequest request) {

app/proprietary/src/main/java/stirling/software/proprietary/security/controller/api/UserController.java

@@ -360,7 +360,7 @@ public class UserController {
         return ResponseEntity.ok(Map.of("message", "Settings updated successfully"));
     }
 
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @PostMapping("/admin/saveUser")
     public ResponseEntity<?> saveUser(
             @RequestParam(name = "username", required = true) String username,
@@ -468,7 +468,7 @@ public class UserController {
         return ResponseEntity.ok(Map.of("message", "User created successfully"));
     }
 
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @PostMapping("/admin/inviteUsers")
     public ResponseEntity<?> inviteUsers(
             @RequestParam(name = "emails", required = true) String emails,
@@ -585,7 +585,7 @@ public class UserController {
         }
     }
 
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @PostMapping("/admin/changeRole")
     @Transactional
     public ResponseEntity<?> changeRole(
@@ -651,7 +651,7 @@ public class UserController {
         return ResponseEntity.ok(Map.of("message", "User role updated successfully"));
     }
 
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @PostMapping("/admin/changePasswordForUser")
     public ResponseEntity<?> changePasswordForUser(
             @RequestParam(name = "username") String username,
@@ -725,7 +725,7 @@ public class UserController {
         return ResponseEntity.ok(Map.of("message", "User password updated successfully"));
     }
 
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @PostMapping("/admin/changeUserEnabled/{username}")
     public ResponseEntity<?> changeUserEnabled(
             @PathVariable("username") String username,
@@ -777,7 +777,7 @@ public class UserController {
                 Map.of("message", "User " + (enabled ? "enabled" : "disabled") + " successfully"));
     }
 
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @PostMapping("/admin/unlockUser/{username}")
     @Audited(type = AuditEventType.SETTINGS_CHANGED, level = AuditLevel.BASIC)
     public ResponseEntity<?> unlockUser(@PathVariable("username") String username) {
@@ -785,7 +785,7 @@ public class UserController {
         return ResponseEntity.ok(Map.of("message", "User account unlocked successfully"));
     }
 
-    @PreAuthorize("hasRole('ROLE_ADMIN')")
+    @PreAuthorize("hasRole('ADMIN')")
     @PostMapping("/admin/deleteUser/{username}")
     @Audited(type = AuditEventType.USER_PROFILE_UPDATE, level = AuditLevel.BASIC)
     public ResponseEntity<?> deleteUser(

app/proprietary/src/main/java/stirling/software/proprietary/security/controller/api/enterprise/DatabaseControllerEnterprise.java

@@ -24,7 +24,7 @@ import stirling.software.proprietary.security.service.DatabaseService;
 @Slf4j
 @Controller
 @RequestMapping("/api/v1/database")
-@PreAuthorize("hasRole('ROLE_ADMIN')")
+@PreAuthorize("hasRole('ADMIN')")
 @EnterpriseEndpoint
 @Conditional(H2SQLCondition.class)
 @Tag(name = "Database", description = "Database APIs for backup, import, and management")

app/proprietary/src/main/java/stirling/software/proprietary/security/database/H2SQLCondition.java

@@ -1,23 +1,34 @@
 package stirling.software.proprietary.security.database;
 
+import java.util.Arrays;
+
 import org.springframework.context.annotation.Condition;
 import org.springframework.context.annotation.ConditionContext;
 import org.springframework.core.type.AnnotatedTypeMetadata;
 
+/** Returns {@code true} when the active deployment is genuinely on H2. */
 public class H2SQLCondition implements Condition {
 
     @Override
     public boolean matches(ConditionContext context, AnnotatedTypeMetadata metadata) {
         var env = context.getEnvironment();
-        boolean enableCustomDatabase =
-                env.getProperty("system.datasource.enableCustomDatabase", Boolean.class, false);
 
-        // If custom database is not enabled, H2 is used by default
-        if (!enableCustomDatabase) {
-            return true;
+        if (Arrays.asList(env.getActiveProfiles()).contains("saas")) {
+            return false;
         }
 
+        // Legacy custom-DB block, if explicitly enabled, is authoritative.
+        boolean enableCustomDatabase =
+                env.getProperty("system.datasource.enableCustomDatabase", Boolean.class, false);
+        if (enableCustomDatabase) {
             String dataSourceType = env.getProperty("system.datasource.type", String.class, "");
             return "h2".equalsIgnoreCase(dataSourceType);
         }
+
+        String springDsUrl = env.getProperty("spring.datasource.url", String.class, "");
+        if (springDsUrl == null || springDsUrl.isBlank()) {
+            return true;
+        }
+        return springDsUrl.startsWith("jdbc:h2:");
+    }
 }

app/proprietary/src/main/java/stirling/software/proprietary/security/database/repository/UserRepository.java

@@ -1,7 +1,10 @@
 package stirling.software.proprietary.security.database.repository;
 
+import java.time.LocalDateTime;
 import java.util.List;
 import java.util.Optional;
+import java.util.UUID;
+import java.util.stream.Stream;
 
 import org.springframework.data.jpa.repository.JpaRepository;
 import org.springframework.data.jpa.repository.Modifying;
@@ -26,6 +29,10 @@ public interface UserRepository extends JpaRepository<User, Long> {
 
     Optional<User> findByApiKey(String apiKey);
 
+    Optional<User> findByEmail(String email);
+
+    Optional<User> findBySupabaseId(UUID supabaseId);
+
     Optional<User> findBySsoProviderAndSsoProviderId(String ssoProvider, String ssoProviderId);
 
     List<User> findByAuthenticationTypeIgnoreCase(String authenticationType);
@@ -92,4 +99,23 @@ public interface UserRepository extends JpaRepository<User, Long> {
             nativeQuery = true)
     void deleteSettingsByUserIdAndKeys(
             @Param("userId") Long userId, @Param("keys") List<String> keys);
+
+    /** Anonymous users (no username) created before the cut-off, streamed for batch cleanup. */
+    @Query("SELECT u.id FROM User u WHERE u.username IS NULL AND u.createdAt < :cutoffDate")
+    Stream<Long> findByUsernameIsNullAndCreatedAtBefore(
+            @Param("cutoffDate") LocalDateTime cutoffDate);
+
+    /** Users with an API key but no row in {@code user_credits}. */
+    @Query(
+            value =
+                    "SELECT u.* FROM users u "
+                            + "LEFT JOIN user_credits uc ON uc.user_id = u.user_id "
+                            + "WHERE u.api_key IS NOT NULL AND uc.user_id IS NULL",
+            nativeQuery = true)
+    List<User> findUsersWithApiKeyButNoCredits();
+
+    /** Single-shot UPDATE that reassigns a user to a different team. */
+    @Modifying
+    @Query("UPDATE User u SET u.team.id = :teamId WHERE u.id = :userId")
+    int updateUserTeamId(@Param("userId") Long userId, @Param("teamId") Long teamId);
 }