diff --git a/prisma/seed.ts b/prisma/seed.ts
index 5c6eeb7..b975a82 100644
--- a/prisma/seed.ts
+++ b/prisma/seed.ts
@@ -125,21 +125,35 @@ async function main() {
     const { tagSlugs, links, ...rest } = projectData
     const projectTags = tags.filter(t => tagSlugs.includes(t.slug))
 
-    await prisma.project.upsert({
+    const project = await prisma.project.upsert({
       where: { slug: rest.slug },
       update: {},
       create: {
         ...rest,
         status: ProjectStatus.ACTIVE,
         source: 'manual',
-        tags: {
-          connect: projectTags.map(t => ({ id: t.id }))
-        },
         links: {
           create: links
         }
       }
     })
+
+    // Create ProjectTag connections manually since it's an explicit join table
+    for (const tag of projectTags) {
+      await prisma.projectTag.upsert({
+        where: {
+          projectId_tagId: {
+            projectId: project.id,
+            tagId: tag.id
+          }
+        },
+        update: {},
+        create: {
+          projectId: project.id,
+          tagId: tag.id
+        }
+      })
+    }
   }
 
   console.log(`Created ${projects.length} projects`)
diff --git a/src/app/api/webhook/check-duplicates/route.ts b/src/app/api/webhook/check-duplicates/route.ts
index 426ae6c..dd21026 100644
--- a/src/app/api/webhook/check-duplicates/route.ts
+++ b/src/app/api/webhook/check-duplicates/route.ts
@@ -214,7 +214,7 @@ export async function POST(request: NextRequest) {
 
     const duration = Date.now() - startTime
 
-    console.log(
+    console.warn(
       `[CheckDuplicates] Checked ${stats.total} projects in ${duration}ms: ${stats.exists} exist, ${stats.new} new`
     )
 
diff --git a/src/app/api/webhook/projects/route.ts b/src/app/api/webhook/projects/route.ts
index 5144295..285459a 100644
--- a/src/app/api/webhook/projects/route.ts
+++ b/src/app/api/webhook/projects/route.ts
@@ -37,7 +37,7 @@ async function findExistingProject(projectData: ProjectInput) {
     })
 
     if (existingByGithub) {
-      console.log(
+      console.warn(
         `[Webhook] Found existing project by GitHub URL: ${githubLink.url}`
       )
       return existingByGithub.project
@@ -64,7 +64,7 @@ async function findExistingProject(projectData: ProjectInput) {
     })
 
     if (existingByWebsite) {
-      console.log(
+      console.warn(
         `[Webhook] Found existing project by Website URL: ${websiteLink.url}`
       )
       return existingByWebsite.project
@@ -84,11 +84,11 @@ async function findExistingProject(projectData: ProjectInput) {
   })
 
   if (existingBySlug) {
-    console.log(`[Webhook] Found existing project by slug: ${slug}`)
+    console.warn(`[Webhook] Found existing project by slug: ${slug}`)
     return existingBySlug
   }
 
-  console.log(`[Webhook] No existing project found, will create new one`)
+  console.warn(`[Webhook] No existing project found, will create new one`)
   return null
 }
 
@@ -222,7 +222,7 @@ export async function POST(request: NextRequest) {
             ? 'url'
             : 'unknown'
 
-          console.log(
+          console.warn(
             `[Webhook] Updating project "${validProject.name}" (matched by ${matchMethod}, id: ${existingProject.id})`
           )
 
@@ -267,7 +267,7 @@ export async function POST(request: NextRequest) {
           results.updated++
         } else {
           // Create new project
-          console.log(
+          console.warn(
             `[Webhook] Creating new project "${validProject.name}" (slug: ${slug})`
           )
 
@@ -313,7 +313,7 @@ export async function POST(request: NextRequest) {
     const duration = Date.now() - startTime
 
     // Log request
-    console.log(
+    console.warn(
       `[Webhook] Processed ${results.processed} projects in ${duration}ms: ${results.created} created, ${results.updated} updated, ${results.failed} failed`
     )
 
diff --git a/src/lib/github/badges.ts b/src/lib/github/badges.ts
index 39ae221..81b1f05 100644
--- a/src/lib/github/badges.ts
+++ b/src/lib/github/badges.ts
@@ -14,8 +14,8 @@ export function parseGitHubUrl(url: string): { owner: string; repo: string } | n
   for (const pattern of patterns) {
     const match = url.match(pattern)
     if (match) {
-      const repo = match[2].replace(/\.git$/, '').replace(/\/$/, '')
-      return { owner: match[1], repo }
+      const repo = match[2]!.replace(/\.git$/, '').replace(/\/$/, '')
+      return { owner: match[1]!, repo }
     }
   }