diff --git a/.gitea/workflows/api-docs.yml b/.gitea/workflows/api-docs.yml
index 2e6ffca..ec4a9e1 100644
--- a/.gitea/workflows/api-docs.yml
+++ b/.gitea/workflows/api-docs.yml
@@ -113,7 +113,7 @@ jobs:
         echo "Jest test results: services/api-docs/test-results/"
 
   build:
-    runs-on: [nodejs, light, self-hosted]
+    runs-on: [self-hosted]
     needs: test
     defaults:
       run:
diff --git a/.gitea/workflows/api-gateway.yml b/.gitea/workflows/api-gateway.yml
index 814de3f..3336206 100644
--- a/.gitea/workflows/api-gateway.yml
+++ b/.gitea/workflows/api-gateway.yml
@@ -82,7 +82,7 @@ jobs:
         name: api-gateway-coverage
 
   build:
-    runs-on: [java, heavy, self-hosted]
+    runs-on: [self-hosted]
     needs: test
     defaults:
       run:
@@ -116,7 +116,7 @@ jobs:
       run: docker build -t api-gateway:test .
 
   security:
-    runs-on: [security, scan, self-hosted]
+    runs-on: [self-hosted]
     needs: build
     
     steps:
diff --git a/.gitea/workflows/ci.yml b/.gitea/workflows/ci.yml
index c26cb4c..b19f9a2 100644
--- a/.gitea/workflows/ci.yml
+++ b/.gitea/workflows/ci.yml
@@ -49,7 +49,7 @@ jobs:
 
   # Python FastAPI Service Adapters
   service-adapters:
-    runs-on: [python, heavy, self-hosted]
+    runs-on: [self-hosted]
     defaults:
       run:
         working-directory: ./services/service-adapters
@@ -99,7 +99,7 @@ jobs:
 
   # Node.js API Documentation Service
   api-docs:
-    runs-on: [nodejs, light, self-hosted]
+    runs-on: [self-hosted]
     defaults:
       run:
         working-directory: ./services/api-docs
@@ -144,7 +144,7 @@ jobs:
 
   # React Frontend
   frontend:
-    runs-on: [frontend, light, self-hosted]
+    runs-on: [self-hosted]
     defaults:
       run:
         working-directory: ./frontend
@@ -189,7 +189,7 @@ jobs:
 
   # Integration Tests
   integration-tests:
-    runs-on: [docker, integration, self-hosted]
+    runs-on: [self-hosted]
     needs: [api-gateway, service-adapters, api-docs, frontend]
     
     steps:
@@ -224,7 +224,7 @@ jobs:
 
   # Security and Quality Gates
   security-scan:
-    runs-on: [security, scan, self-hosted]
+    runs-on: [self-hosted]
     needs: [api-gateway, service-adapters, api-docs, frontend]
     
     steps:
diff --git a/.gitea/workflows/frontend.yml b/.gitea/workflows/frontend.yml
index 6cd6d89..0b3a120 100644
--- a/.gitea/workflows/frontend.yml
+++ b/.gitea/workflows/frontend.yml
@@ -85,7 +85,7 @@ jobs:
         echo "Jest test results: frontend/test-results/"
 
   build:
-    runs-on: [frontend, light, self-hosted]
+    runs-on: [self-hosted]
     needs: test
     defaults:
       run:
@@ -131,7 +131,7 @@ jobs:
       run: docker build -t frontend:test .
 
   lighthouse:
-    runs-on: [frontend, light, self-hosted]
+    runs-on: [self-hosted]
     needs: build
     if: github.event_name == 'pull_request'
     
diff --git a/.gitea/workflows/service-adapters.yml b/.gitea/workflows/service-adapters.yml
index fff9f7b..c3feb7f 100644
--- a/.gitea/workflows/service-adapters.yml
+++ b/.gitea/workflows/service-adapters.yml
@@ -99,7 +99,7 @@ jobs:
         echo "Security reports: bandit-report.json, safety-report.json"
 
   build:
-    runs-on: [python, heavy, self-hosted]
+    runs-on: [self-hosted]
     needs: test
     defaults:
       run: