diff --git a/apps/frontend/src/components/ui/moderation/MaliciousSummaryModal.vue b/apps/frontend/src/components/ui/moderation/MaliciousSummaryModal.vue
index 4db8da5d0..6fbf18884 100644
--- a/apps/frontend/src/components/ui/moderation/MaliciousSummaryModal.vue
+++ b/apps/frontend/src/components/ui/moderation/MaliciousSummaryModal.vue
@@ -1,7 +1,7 @@
 <script setup lang="ts">
 import type { Labrinth } from '@modrinth/api-client'
 import { ClipboardCopyIcon, DownloadIcon, LoaderCircleIcon, XIcon } from '@modrinth/assets'
-import { ButtonStyled, CopyCode, NewModal } from '@modrinth/ui'
+import { ButtonStyled, CopyCode, NewModal, useDebugLogger } from '@modrinth/ui'
 import { ref, useTemplateRef } from 'vue'
 
 export type UnsafeFile = {
@@ -16,6 +16,8 @@ const props = defineProps<{
 	unsafeFiles: UnsafeFile[]
 }>()
 
+const debug = useDebugLogger('MaliciousSummaryModal')
+
 const modalRef = useTemplateRef<InstanceType<typeof NewModal>>('modalRef')
 
 const versionDataCache = ref<
@@ -36,7 +38,7 @@ async function fetchVersionHashes(versionIds: string[]) {
 		versionDataCache.value.set(versionId, { files: new Map(), loading: true })
 		try {
 			// TODO: switch to api-client once truman's vers stuff is merged
-			const version = (await useBaseFetch(`version/${versionId}`)) as {
+			const version = (await useBaseFetch(`version/${versionId}`, { apiVersion: 3 })) as {
 				files: Array<{
 					id?: string
 					filename: string
@@ -44,6 +46,11 @@ async function fetchVersionHashes(versionIds: string[]) {
 				}>
 			}
 			const filesMap = new Map<string, string>()
+			debug('Full version response:', version)
+			debug(
+				'Version files:',
+				version.files.map((f) => ({ id: f.id, filename: f.filename })),
+			)
 			for (const file of version.files) {
 				if (file.id) {
 					filesMap.set(file.id, file.hashes.sha512)
@@ -62,7 +69,9 @@ async function fetchVersionHashes(versionIds: string[]) {
 }
 
 function getFileHash(versionId: string, fileId: string): string | undefined {
-	return versionDataCache.value.get(versionId)?.files.get(fileId)
+	const hash = versionDataCache.value.get(versionId)?.files.get(fileId)
+	debug('getFileHash:', { versionId, fileId, found: !!hash })
+	return hash
 }
 
 function isHashLoading(versionId: string): boolean {
diff --git a/apps/frontend/src/components/ui/moderation/ModerationTechRevCard.vue b/apps/frontend/src/components/ui/moderation/ModerationTechRevCard.vue
index f9d4eab78..33688274b 100644
--- a/apps/frontend/src/components/ui/moderation/ModerationTechRevCard.vue
+++ b/apps/frontend/src/components/ui/moderation/ModerationTechRevCard.vue
@@ -2,6 +2,7 @@
 import type { Labrinth } from '@modrinth/api-client'
 import {
 	BugIcon,
+	CheckCircleIcon,
 	CheckIcon,
 	ChevronDownIcon,
 	ClipboardCopyIcon,
@@ -13,6 +14,7 @@ import {
 	LoaderCircleIcon,
 	ShieldCheckIcon,
 	TimerIcon,
+	TriangleAlertIcon,
 } from '@modrinth/assets'
 import { type TechReviewContext, techReviewQuickReplies } from '@modrinth/moderation'
 import {
@@ -34,7 +36,7 @@ import {
 	type User,
 } from '@modrinth/utils'
 import dayjs from 'dayjs'
-import { computed, ref, watch } from 'vue'
+import { computed, reactive, ref, watch } from 'vue'
 
 import type { UnsafeFile } from '~/components/ui/moderation/MaliciousSummaryModal.vue'
 import NavTabs from '~/components/ui/NavTabs.vue'
@@ -159,8 +161,8 @@ const client = injectModrinthClient()
 
 const severityOrder = { severe: 3, high: 2, medium: 1, low: 0 } as Record<string, number>
 
-const detailDecisions = ref<Map<string, 'safe' | 'malware'>>(new Map())
-const updatingDetails = ref<Set<string>>(new Set())
+const detailDecisions = reactive<Map<string, 'safe' | 'malware'>>(new Map())
+const updatingDetails = reactive<Set<string>>(new Set())
 
 function getFileHighestSeverity(
 	file: FlattenedFileReport,
@@ -252,6 +254,16 @@ function getSeverityBadgeColor(severity: Labrinth.TechReview.Internal.DelphiSeve
 	}
 }
 
+function truncateMiddle(str: string, maxLength: number = 120): string {
+	if (str.length <= maxLength) return str
+	const separator = '...'
+	const sepLen = separator.length
+	const charsToShow = maxLength - sepLen
+	const frontChars = Math.ceil(charsToShow / 3)
+	const backChars = Math.floor((charsToShow * 2) / 3)
+	return str.slice(0, frontChars) + separator + str.slice(-backChars)
+}
+
 const severityColor = computed(() => {
 	switch (highestSeverity.value) {
 		case 'severe':
@@ -305,9 +317,9 @@ function backToFileList() {
 async function copyToClipboard(code: string, detailId: string) {
 	try {
 		await navigator.clipboard.writeText(code)
-		showCopyFeedback.value.set(detailId, true)
+		showCopyFeedback.set(detailId, true)
 		setTimeout(() => {
-			showCopyFeedback.value.delete(detailId)
+			showCopyFeedback.delete(detailId)
 		}, 2000)
 	} catch (error) {
 		console.error('Failed to copy code:', error)
@@ -318,7 +330,7 @@ function getDetailDecision(
 	detailId: string,
 	backendStatus: Labrinth.TechReview.Internal.DelphiReportIssueStatus,
 ): 'safe' | 'malware' | 'pending' {
-	const localDecision = detailDecisions.value.get(detailId)
+	const localDecision = detailDecisions.get(detailId)
 	if (localDecision) return localDecision
 	if (backendStatus === 'safe') return 'safe'
 	if (backendStatus === 'unsafe') return 'malware'
@@ -329,9 +341,7 @@ function isPreReviewed(
 	detailId: string,
 	backendStatus: Labrinth.TechReview.Internal.DelphiReportIssueStatus,
 ): boolean {
-	return (
-		(backendStatus === 'safe' || backendStatus === 'unsafe') && !detailDecisions.value.has(detailId)
-	)
+	return (backendStatus === 'safe' || backendStatus === 'unsafe') && !detailDecisions.has(detailId)
 }
 
 function getMarkedFlagsCount(flags: ClassGroup['flags']): number {
@@ -357,8 +367,82 @@ function getFileMarkedCount(file: FlattenedFileReport): number {
 	return count
 }
 
+const remainingUnmarkedCount = computed(() => {
+	if (!selectedFile.value) return 0
+	return getFileDetailCount(selectedFile.value) - getFileMarkedCount(selectedFile.value)
+})
+
+const isBatchUpdating = ref(false)
+
+async function batchMarkRemaining(verdict: 'safe' | 'unsafe') {
+	if (!selectedFile.value || isBatchUpdating.value) return
+
+	const detailIds: string[] = []
+	for (const issue of selectedFile.value.issues) {
+		for (const detail of issue.details) {
+			const detailWithStatus = detail as typeof detail & {
+				status: Labrinth.TechReview.Internal.DelphiReportIssueStatus
+			}
+			if (getDetailDecision(detailWithStatus.id, detailWithStatus.status) === 'pending') {
+				detailIds.push(detail.id)
+			}
+		}
+	}
+
+	if (detailIds.length === 0) return
+
+	isBatchUpdating.value = true
+	try {
+		await Promise.all(
+			detailIds.map((detailId) =>
+				client.labrinth.tech_review_internal.updateIssueDetail(detailId, { verdict }),
+			),
+		)
+
+		const decision = verdict === 'safe' ? 'safe' : 'malware'
+		for (const detailId of detailIds) {
+			detailDecisions.set(detailId, decision)
+		}
+
+		addNotification({
+			type: 'success',
+			title: `Marked ${detailIds.length} traces as ${verdict}`,
+			text: `All remaining traces have been marked as ${verdict === 'safe' ? 'false positives' : 'malicious'}.`,
+		})
+
+		// Jump back to Files tab when all flags in the current file are marked
+		if (selectedFile.value) {
+			const markedCount = getFileMarkedCount(selectedFile.value)
+			const totalCount = getFileDetailCount(selectedFile.value)
+			if (markedCount === totalCount) {
+				backToFileList()
+			}
+		}
+	} catch (error) {
+		console.error('Failed to batch update:', error)
+		addNotification({
+			type: 'error',
+			title: 'Batch update failed',
+			text: 'An error occurred while updating traces.',
+		})
+	} finally {
+		isBatchUpdating.value = false
+	}
+}
+
 async function updateDetailStatus(detailId: string, verdict: 'safe' | 'unsafe') {
-	updatingDetails.value.add(detailId)
+	let priorDecision: 'safe' | 'malware' | 'pending' = 'pending'
+	outer: for (const report of props.item.reports) {
+		for (const issue of report.issues) {
+			const detail = issue.details.find((d) => d.id === detailId)
+			if (detail) {
+				priorDecision = getDetailDecision(detail.id, detail.status)
+				break outer
+			}
+		}
+	}
+
+	updatingDetails.add(detailId)
 
 	try {
 		await client.labrinth.tech_review_internal.updateIssueDetail(detailId, { verdict })
@@ -383,7 +467,7 @@ async function updateDetailStatus(detailId: string, verdict: 'safe' | 'unsafe')
 				for (const issue of report.issues) {
 					for (const detail of issue.details) {
 						if (detail.key === detailKey) {
-							detailDecisions.value.set(detail.id, decision)
+							detailDecisions.set(detail.id, decision)
 							if (detail.id !== detailId) {
 								otherMatchedCount++
 							}
@@ -392,14 +476,17 @@ async function updateDetailStatus(detailId: string, verdict: 'safe' | 'unsafe')
 				}
 			}
 		} else {
-			detailDecisions.value.set(detailId, decision)
+			detailDecisions.set(detailId, decision)
 		}
 
-		for (const classGroup of groupedByClass.value) {
-			const hasThisDetail = classGroup.flags.some((f) => f.detail.id === detailId)
-			if (hasThisDetail && getMarkedFlagsCount(classGroup.flags) === classGroup.flags.length) {
-				expandedClasses.value.delete(classGroup.filePath)
-				break
+		// Only collapse if the prior state was 'pending' (new decision, not updating existing)
+		if (priorDecision === 'pending') {
+			for (const classGroup of groupedByClass.value) {
+				const hasThisDetail = classGroup.flags.some((f) => f.detail.id === detailId)
+				if (hasThisDetail && getMarkedFlagsCount(classGroup.flags) === classGroup.flags.length) {
+					expandedClasses.delete(classGroup.filePath)
+					break
+				}
 			}
 		}
 
@@ -438,12 +525,12 @@ async function updateDetailStatus(detailId: string, verdict: 'safe' | 'unsafe')
 			text: 'An error occurred while updating the issue status.',
 		})
 	} finally {
-		updatingDetails.value.delete(detailId)
+		updatingDetails.delete(detailId)
 	}
 }
 
-const expandedClasses = ref<Set<string>>(new Set())
-const showCopyFeedback = ref<Map<string, boolean>>(new Map())
+const expandedClasses = reactive<Set<string>>(new Set())
+const showCopyFeedback = reactive<Map<string, boolean>>(new Map())
 
 interface ClassGroup {
 	filePath: string
@@ -503,7 +590,7 @@ watch(
 	groupedByClass,
 	(classes) => {
 		if (classes.length === 1) {
-			expandedClasses.value.add(classes[0].filePath)
+			expandedClasses.add(classes[0].filePath)
 		}
 	},
 	{ immediate: true },
@@ -522,10 +609,10 @@ function getHighestSeverityInClass(
 }
 
 function toggleClass(filePath: string) {
-	if (expandedClasses.value.has(filePath)) {
-		expandedClasses.value.delete(filePath)
+	if (expandedClasses.has(filePath)) {
+		expandedClasses.delete(filePath)
 	} else {
-		expandedClasses.value.add(filePath)
+		expandedClasses.add(filePath)
 	}
 }
 
@@ -621,6 +708,7 @@ const reviewSummaryPreview = computed(() => {
 
 	const timestamp = dayjs().utc().format('MMMM D, YYYY [at] h:mm A [UTC]')
 	let markdown = `## Tech Review Summary\n*${timestamp}*\n\n`
+	markdown += `<details>\n<summary>File Details (${totalSafe} safe, ${totalUnsafe} unsafe)</summary>\n\n`
 
 	for (const [, fileData] of fileDecisions) {
 		if (fileData.decisions.length === 0) continue
@@ -643,6 +731,7 @@ const reviewSummaryPreview = computed(() => {
 		markdown += `\n</details>\n\n`
 	}
 
+	markdown += `</details>\n\n`
 	markdown += `---\n\n**Total:** ${totalDecisions} issues reviewed (${totalSafe} safe, ${totalUnsafe} unsafe)\n\n`
 
 	return markdown
@@ -919,11 +1008,12 @@ async function handleSubmitReview(verdict: 'safe' | 'unsafe') {
 				>
 					<div class="flex items-center gap-3">
 						<span
+							v-tooltip="file.file_name"
 							class="font-medium text-contrast"
 							:class="{ 'cursor-pointer hover:underline': getFileDetailCount(file) > 0 }"
 							@click="getFileDetailCount(file) > 0 && viewFileFlags(file)"
 						>
-							{{ file.file_name }}
+							{{ truncateMiddle(file.file_name, 50) }}
 						</span>
 						<div class="rounded-full border border-solid border-surface-5 bg-surface-3 px-2.5 py-1">
 							<span class="text-sm font-medium text-secondary">{{
@@ -989,11 +1079,31 @@ async function handleSubmitReview(verdict: 'safe' | 'unsafe') {
 			</template>
 
 			<template v-else-if="currentTab === 'File' && selectedFile">
+				<div
+					v-if="remainingUnmarkedCount > 0"
+					class="flex gap-2 border-x border-b border-t-0 border-solid border-surface-3 bg-surface-2 p-4"
+				>
+					<ButtonStyled color="brand" :disabled="isBatchUpdating">
+						<button @click="batchMarkRemaining('safe')">
+							<CheckCircleIcon class="size-5" />
+							Remaining safe ({{ remainingUnmarkedCount }})
+						</button>
+					</ButtonStyled>
+					<ButtonStyled color="red" :disabled="isBatchUpdating">
+						<button @click="batchMarkRemaining('unsafe')">
+							<TriangleAlertIcon class="size-5" />
+							Remaining malware ({{ remainingUnmarkedCount }})
+						</button>
+					</ButtonStyled>
+				</div>
 				<div
 					v-for="(classItem, idx) in groupedByClass"
 					:key="classItem.filePath"
 					class="border-x border-b border-t-0 border-solid border-surface-3 bg-surface-2"
-					:class="{ 'rounded-bl-2xl rounded-br-2xl': idx === groupedByClass.length - 1 }"
+					:class="{
+						'rounded-bl-2xl rounded-br-2xl':
+							idx === groupedByClass.length - 1 && remainingUnmarkedCount === 0,
+					}"
 				>
 					<div
 						class="flex cursor-pointer items-center justify-between p-4 transition-colors duration-200 hover:bg-surface-4"
@@ -1009,7 +1119,9 @@ async function handleSubmitReview(verdict: 'safe' | 'unsafe') {
 								</button>
 							</ButtonStyled>
 
-							<span class="font-mono font-semibold">{{ classItem.filePath }}</span>
+							<span v-tooltip="classItem.filePath" class="font-mono font-semibold">{{
+								truncateMiddle(classItem.filePath)
+							}}</span>
 
 							<div
 								class="rounded-full border-solid px-2.5 py-1"
@@ -1054,66 +1166,87 @@ async function handleSubmitReview(verdict: 'safe' | 'unsafe') {
 							<div
 								v-for="flag in classItem.flags"
 								:key="`${flag.issueId}-${flag.detail.id}`"
-								class="grid grid-cols-[1fr_auto_auto] items-center rounded-lg border-[1px] border-b border-solid border-surface-5 bg-surface-3 py-2 pl-4 last:border-b-0"
+								class="flex flex-col gap-2 rounded-lg border-[1px] border-b border-solid border-surface-5 bg-surface-3 py-2 pl-4 last:border-b-0"
 							>
-								<span
-									class="text-base font-semibold text-contrast"
-									:class="{
-										'opacity-50': isPreReviewed(flag.detail.id, flag.detail.status),
-									}"
-									>{{ flag.issueType.replace(/_/g, ' ') }}</span
-								>
-
-								<div
-									class="flex w-20 justify-center"
-									:class="{
-										'opacity-50': isPreReviewed(flag.detail.id, flag.detail.status),
-									}"
-								>
+								<div class="grid grid-cols-[1fr_auto] items-center">
 									<div
-										class="rounded-full border-solid px-2.5 py-1"
-										:class="getSeverityBadgeColor(flag.detail.severity)"
+										class="flex items-center gap-2"
+										:class="{
+											'opacity-50': isPreReviewed(flag.detail.id, flag.detail.status),
+										}"
 									>
-										<span class="text-sm font-medium">{{
-											capitalizeString(flag.detail.severity)
+										<span class="text-base font-semibold text-contrast">{{
+											flag.issueType.replace(/_/g, ' ')
 										}}</span>
+										<div
+											class="rounded-full border-solid px-2.5 py-1"
+											:class="getSeverityBadgeColor(flag.detail.severity)"
+										>
+											<span class="text-sm font-medium">{{
+												capitalizeString(flag.detail.severity)
+											}}</span>
+										</div>
+									</div>
+
+									<div class="flex w-40 items-center justify-center gap-2">
+										<ButtonStyled
+											color="brand"
+											:type="
+												getDetailDecision(flag.detail.id, flag.detail.status) === 'safe'
+													? undefined
+													: 'outlined'
+											"
+										>
+											<button
+												class="!border-[1px]"
+												:disabled="updatingDetails.has(flag.detail.id)"
+												@click="updateDetailStatus(flag.detail.id, 'safe')"
+											>
+												Pass
+											</button>
+										</ButtonStyled>
+
+										<ButtonStyled
+											color="red"
+											:type="
+												getDetailDecision(flag.detail.id, flag.detail.status) === 'malware'
+													? undefined
+													: 'outlined'
+											"
+										>
+											<button
+												class="!border-[1px]"
+												:disabled="updatingDetails.has(flag.detail.id)"
+												@click="updateDetailStatus(flag.detail.id, 'unsafe')"
+											>
+												Fail
+											</button>
+										</ButtonStyled>
 									</div>
 								</div>
-
-								<div class="flex w-40 items-center justify-center gap-2">
-									<ButtonStyled
-										color="brand"
-										:type="
-											getDetailDecision(flag.detail.id, flag.detail.status) === 'safe'
-												? undefined
-												: 'outlined'
-										"
+								<div
+									v-if="flag.detail.data && Object.keys(flag.detail.data).length > 0"
+									class="flex flex-wrap gap-x-4 gap-y-1 pr-4 text-sm"
+								>
+									<div
+										v-for="[key, value] in Object.entries(flag.detail.data).sort(([a], [b]) =>
+											a.localeCompare(b),
+										)"
+										:key="key"
+										class="flex items-center gap-1.5"
 									>
-										<button
-											class="!border-[1px]"
-											:disabled="updatingDetails.has(flag.detail.id)"
-											@click="updateDetailStatus(flag.detail.id, 'safe')"
+										<span class="text-secondary">{{ key }}:</span>
+										<a
+											v-if="typeof value === 'string' && value.startsWith('http')"
+											:href="value"
+											target="_blank"
+											rel="noopener noreferrer"
+											class="text-brand-blue hover:underline"
 										>
-											Pass
-										</button>
-									</ButtonStyled>
-
-									<ButtonStyled
-										color="red"
-										:type="
-											getDetailDecision(flag.detail.id, flag.detail.status) === 'malware'
-												? undefined
-												: 'outlined'
-										"
-									>
-										<button
-											class="!border-[1px]"
-											:disabled="updatingDetails.has(flag.detail.id)"
-											@click="updateDetailStatus(flag.detail.id, 'unsafe')"
-										>
-											Fail
-										</button>
-									</ButtonStyled>
+											{{ value }}
+										</a>
+										<span v-else class="font-mono text-contrast">{{ value }}</span>
+									</div>
 								</div>
 							</div>
 
diff --git a/apps/frontend/src/pages/[type]/[id].vue b/apps/frontend/src/pages/[type]/[id].vue
index f6ab15a6c..b407ca482 100644
--- a/apps/frontend/src/pages/[type]/[id].vue
+++ b/apps/frontend/src/pages/[type]/[id].vue
@@ -686,6 +686,17 @@
 												tags.staffRoles.includes(auth.user.role) &&
 												!showModerationChecklist,
 										},
+										{
+											id: 'tech-review',
+											link: `/moderation/technical-review/${project.id}`,
+											color: 'orange',
+											hoverOnly: true,
+											shown: auth.user && tags.staffRoles.includes(auth.user.role),
+										},
+										{
+											divider: true,
+											shown: auth.user && tags.staffRoles.includes(auth.user.role),
+										},
 										{
 											id: 'report',
 											action: () =>
@@ -708,6 +719,7 @@
 									<template #moderation-checklist>
 										<ScaleIcon aria-hidden="true" /> {{ formatMessage(messages.reviewProject) }}
 									</template>
+									<template #tech-review> <ScanEyeIcon aria-hidden="true" /> Tech review </template>
 									<template #report>
 										<ReportIcon aria-hidden="true" />
 										{{ formatMessage(commonMessages.reportButton) }}
@@ -942,6 +954,7 @@ import {
 	PlusIcon,
 	ReportIcon,
 	ScaleIcon,
+	ScanEyeIcon,
 	SearchIcon,
 	ServerPlusIcon,
 	SettingsIcon,
diff --git a/apps/frontend/src/pages/moderation/technical-review/[id].vue b/apps/frontend/src/pages/moderation/technical-review/[id].vue
index 2adeccedb..520f787e4 100644
--- a/apps/frontend/src/pages/moderation/technical-review/[id].vue
+++ b/apps/frontend/src/pages/moderation/technical-review/[id].vue
@@ -10,7 +10,6 @@ import MaliciousSummaryModal, {
 import ModerationTechRevCard from '~/components/ui/moderation/ModerationTechRevCard.vue'
 
 const route = useRoute()
-const router = useRouter()
 const client = injectModrinthClient()
 const queryClient = useQueryClient()
 
@@ -82,27 +81,27 @@ if (import.meta.client) {
 	clearExpiredCache()
 }
 
-const loadingIssues = ref<Set<string>>(new Set())
-const decompiledSources = ref<Map<string, string>>(new Map())
+const loadingIssues = reactive<Set<string>>(new Set())
+const decompiledSources = reactive<Map<string, string>>(new Map())
 
 async function loadIssueSource(issueId: string): Promise<void> {
-	if (loadingIssues.value.has(issueId)) return
+	if (loadingIssues.has(issueId)) return
 
-	loadingIssues.value.add(issueId)
+	loadingIssues.add(issueId)
 
 	try {
 		const issueData = await client.labrinth.tech_review_internal.getIssue(issueId)
 
 		for (const detail of issueData.details) {
 			if (detail.decompiled_source) {
-				decompiledSources.value.set(detail.id, detail.decompiled_source)
+				decompiledSources.set(detail.id, detail.decompiled_source)
 				setCachedSource(detail.id, detail.decompiled_source)
 			}
 		}
 	} catch (error) {
 		console.error('Failed to load issue source:', error)
 	} finally {
-		loadingIssues.value.delete(issueId)
+		loadingIssues.delete(issueId)
 	}
 }
 
@@ -113,10 +112,10 @@ function tryLoadCachedSourcesForFile(reportId: string): void {
 	if (report) {
 		for (const issue of report.issues) {
 			for (const detail of issue.details) {
-				if (!decompiledSources.value.has(detail.id)) {
+				if (!decompiledSources.has(detail.id)) {
 					const cached = getCachedSource(detail.id)
 					if (cached) {
-						decompiledSources.value.set(detail.id, cached)
+						decompiledSources.set(detail.id, cached)
 					}
 				}
 			}
@@ -132,7 +131,7 @@ function handleLoadFileSources(reportId: string): void {
 	const report = reviewItem.value.reports.find((r) => r.id === reportId)
 	if (report) {
 		for (const issue of report.issues) {
-			const hasUncached = issue.details.some((d) => !decompiledSources.value.has(d.id))
+			const hasUncached = issue.details.some((d) => !decompiledSources.has(d.id))
 			if (hasUncached) {
 				loadIssueSource(issue.id)
 			}
@@ -244,7 +243,6 @@ const reviewItem = computed(() => {
 
 function handleMarkComplete(_projectId: string) {
 	queryClient.invalidateQueries({ queryKey: ['tech-reviews'] })
-	router.push('/moderation/technical-review')
 }
 
 const maliciousSummaryModalRef = ref<InstanceType<typeof MaliciousSummaryModal>>()
diff --git a/apps/frontend/src/pages/moderation/technical-review/index.vue b/apps/frontend/src/pages/moderation/technical-review/index.vue
index 4c769b901..53c2c8339 100644
--- a/apps/frontend/src/pages/moderation/technical-review/index.vue
+++ b/apps/frontend/src/pages/moderation/technical-review/index.vue
@@ -22,7 +22,7 @@ import {
 } from '@modrinth/ui'
 import { useInfiniteQuery, useQueryClient } from '@tanstack/vue-query'
 import Fuse from 'fuse.js'
-import { nextTick } from 'vue'
+import { nextTick, reactive } from 'vue'
 
 import MaliciousSummaryModal, {
 	type UnsafeFile,
@@ -103,27 +103,27 @@ function clearExpiredCache(): void {
 
 clearExpiredCache()
 
-const loadingIssues = ref<Set<string>>(new Set())
-const decompiledSources = ref<Map<string, string>>(new Map())
+const loadingIssues = reactive<Set<string>>(new Set())
+const decompiledSources = reactive<Map<string, string>>(new Map())
 
 async function loadIssueSource(issueId: string): Promise<void> {
-	if (loadingIssues.value.has(issueId)) return
+	if (loadingIssues.has(issueId)) return
 
-	loadingIssues.value.add(issueId)
+	loadingIssues.add(issueId)
 
 	try {
 		const issueData = await client.labrinth.tech_review_internal.getIssue(issueId)
 
 		for (const detail of issueData.details) {
 			if (detail.decompiled_source) {
-				decompiledSources.value.set(detail.id, detail.decompiled_source)
+				decompiledSources.set(detail.id, detail.decompiled_source)
 				setCachedSource(detail.id, detail.decompiled_source)
 			}
 		}
 	} catch (error) {
 		console.error('Failed to load issue source:', error)
 	} finally {
-		loadingIssues.value.delete(issueId)
+		loadingIssues.delete(issueId)
 	}
 }
 
@@ -133,10 +133,10 @@ function tryLoadCachedSourcesForFile(reportId: string): void {
 		if (report) {
 			for (const issue of report.issues) {
 				for (const detail of issue.details) {
-					if (!decompiledSources.value.has(detail.id)) {
+					if (!decompiledSources.has(detail.id)) {
 						const cached = getCachedSource(detail.id)
 						if (cached) {
-							decompiledSources.value.set(detail.id, cached)
+							decompiledSources.set(detail.id, cached)
 						}
 					}
 				}
@@ -153,7 +153,7 @@ function handleLoadFileSources(reportId: string): void {
 		const report = review.reports.find((r) => r.id === reportId)
 		if (report) {
 			for (const issue of report.issues) {
-				const hasUncached = issue.details.some((d) => !decompiledSources.value.has(d.id))
+				const hasUncached = issue.details.some((d) => !decompiledSources.has(d.id))
 				if (hasUncached) {
 					loadIssueSource(issue.id)
 				}
@@ -470,19 +470,23 @@ function handleMarkComplete(projectId: string) {
 
 	// Scroll to the next card after Vue updates the DOM
 	nextTick(() => {
-		const targetIndex = currentIndex
-		if (targetIndex >= 0 && cardRefs.value[targetIndex]) {
-			cardRefs.value[targetIndex].scrollIntoView({
-				behavior: 'smooth',
-				block: 'start',
-			})
+		// Get the project ID at the same position (next project after removal)
+		const nextItem = paginatedItems.value[currentIndex]
+		if (nextItem) {
+			const nextCard = cardRefs.get(nextItem.project.id)
+			if (nextCard) {
+				nextCard.scrollIntoView({
+					behavior: 'smooth',
+					block: 'start',
+				})
+			}
 		}
 	})
 }
 
 const maliciousSummaryModalRef = ref<InstanceType<typeof MaliciousSummaryModal>>()
 const currentUnsafeFiles = ref<UnsafeFile[]>([])
-const cardRefs = ref<HTMLElement[]>([])
+const cardRefs = reactive<Map<string, HTMLElement>>(new Map())
 
 function handleShowMaliciousSummary(unsafeFiles: UnsafeFile[]) {
 	currentUnsafeFiles.value = unsafeFiles
@@ -576,7 +580,7 @@ watch([currentSortType, currentResponseFilter, inOtherQueueFilter, currentFilter
 					<template #panel>
 						<div class="flex min-w-64 flex-col gap-3">
 							<label class="flex cursor-pointer items-center justify-between gap-2 text-sm">
-								<span class="whitespace-nowrap font-semibold">In mod queue</span>
+								<span class="whitespace-nowrap font-semibold">In project queue</span>
 								<Toggle v-model="inOtherQueueFilter" />
 							</label>
 							<div class="flex flex-col gap-2">
@@ -619,11 +623,15 @@ watch([currentSortType, currentResponseFilter, inOtherQueueFilter, currentFilter
 				No projects in queue.
 			</div>
 			<div
-				v-for="(item, idx) in paginatedItems"
-				:key="item.project.id ?? idx"
+				v-for="item in paginatedItems"
+				:key="item.project.id"
 				:ref="
 					(el) => {
-						if (el) cardRefs[idx] = el as HTMLElement
+						if (el) {
+							cardRefs.set(item.project.id, el as HTMLElement)
+						} else {
+							cardRefs.delete(item.project.id)
+						}
 					}
 				"
 			>