diff --git a/deployment/services/app.ts b/deployment/services/app.ts
index 11c6921f9..c95459b53 100644
--- a/deployment/services/app.ts
+++ b/deployment/services/app.ts
@@ -46,7 +46,7 @@ export function deployApp({
     'app',
     {
       image,
-      replicas: environment.isProduction ? 3 : 1,
+      replicas: environment.podsConfig.general.replicas,
       imagePullSecret: docker.secret,
       readinessProbe: '/api/health',
       livenessProbe: '/api/health',
diff --git a/deployment/services/commerce.ts b/deployment/services/commerce.ts
index aa02df213..599950a6e 100644
--- a/deployment/services/commerce.ts
+++ b/deployment/services/commerce.ts
@@ -49,7 +49,7 @@ export function deployCommerce({
     {
       image,
       imagePullSecret: docker.secret,
-      replicas: environment.isProduction ? 3 : 1,
+      replicas: environment.podsConfig.general.replicas,
       readinessProbe: '/_readiness',
       livenessProbe: '/_health',
       startupProbe: '/_health',
diff --git a/deployment/services/emails.ts b/deployment/services/emails.ts
index 442fbb7de..67f6e622d 100644
--- a/deployment/services/emails.ts
+++ b/deployment/services/emails.ts
@@ -59,7 +59,7 @@ export function deployEmails({
       startupProbe: '/_health',
       exposesMetrics: true,
       image,
-      replicas: environment.isProduction ? 3 : 1,
+      replicas: environment.podsConfig.general.replicas,
     },
     [redis.deployment, redis.service],
   )
diff --git a/deployment/services/environment.ts b/deployment/services/environment.ts
index 3161d2550..e66812e0a 100644
--- a/deployment/services/environment.ts
+++ b/deployment/services/environment.ts
@@ -23,6 +23,9 @@ export function prepareEnvironment(input: {
 
   const appDns = `app.${input.rootDns}`;
   const apiDns = `api.${input.rootDns}`;
+  const isProduction = env === 'production';
+  const isStaging = env === 'staging';
+  const isDev = env === 'dev';
 
   return {
     envVars: {
@@ -33,14 +36,50 @@ export function prepareEnvironment(input: {
       RELEASE: input.release,
     },
     envName: env,
-    isProduction: env === 'production',
-    isStaging: env === 'staging',
-    isDev: env === 'dev',
+    isProduction,
+    isStaging,
+    isDev,
     encryptionSecret,
     release: input.release,
     appDns,
     apiDns,
     rootDns: input.rootDns,
+    podsConfig: {
+      general: {
+        replicas: isProduction ? 3 : isStaging ? 2 : 1,
+      },
+      supertokens: {
+        replicas: isProduction ? 3 : 1,
+      },
+      envoy: {
+        replicas: isProduction ? 3 : 1,
+        cpuLimit: isProduction ? '800m' : '150m',
+        memoryLimit: isProduction ? '1Gi' : '200Mi',
+      },
+      schemaService: {
+        memoryLimit: isProduction ? '2Gi' : '1Gi',
+      },
+      usageService: {
+        replicas: isProduction ? 3 : isStaging ? 2 : 1,
+        cpuLimit: isProduction ? '900m' : '300m',
+        maxReplicas: isProduction ? 6 : isStaging ? 3 : 1,
+        cpuAverageToScale: 60,
+      },
+      usageIngestorService: {
+        replicas: isProduction ? 6 : isStaging ? 2 : 1,
+        cpuLimit: isProduction ? '900m' : '300m',
+        maxReplicas: isProduction ? /* numberOfPartitions */ 16 : 2,
+        cpuAverageToScale: 60,
+      },
+      redis: {
+        memoryLimit: isProduction ? '4Gi' : '100Mi',
+        cpuLimit: isProduction ? '1000m' : '50m',
+      },
+      internalObservability: {
+        cpuLimit: isProduction ? '512m' : '150m',
+        memoryLimit: isProduction ? '1000Mi' : '300Mi',
+      },
+    },
   };
 }
 
diff --git a/deployment/services/graphql.ts b/deployment/services/graphql.ts
index 02a2c7105..1cb0919f6 100644
--- a/deployment/services/graphql.ts
+++ b/deployment/services/graphql.ts
@@ -107,7 +107,7 @@ export function deployGraphQL({
       {
         imagePullSecret: docker.secret,
         image,
-        replicas: environment.isProduction ? 3 : 1,
+        replicas: environment.podsConfig.general.replicas,
         pdb: true,
         readinessProbe: '/_readiness',
         livenessProbe: '/_health',
diff --git a/deployment/services/policy.ts b/deployment/services/policy.ts
index 2d302bfe6..a5c73b4d1 100644
--- a/deployment/services/policy.ts
+++ b/deployment/services/policy.ts
@@ -32,7 +32,7 @@ export function deploySchemaPolicy({
     livenessProbe: '/_health',
     startupProbe: '/_health',
     exposesMetrics: true,
-    replicas: environment.isProduction ? 3 : 1,
+    replicas: environment.podsConfig.general.replicas,
     pdb: true,
   })
     .withConditionalSecret(sentry.enabled, 'SENTRY_DSN', sentry.secret, 'dsn')
diff --git a/deployment/services/proxy.ts b/deployment/services/proxy.ts
index 5f4cfb9e4..dba4c131a 100644
--- a/deployment/services/proxy.ts
+++ b/deployment/services/proxy.ts
@@ -32,9 +32,9 @@ export function deployProxy({
   })
     .deployProxy({
       envoy: {
-        replicas: environment.isProduction ? 3 : 1,
-        cpu: environment.isProduction ? '800m' : '150m',
-        memory: environment.isProduction ? '800Mi' : '192Mi',
+        replicas: environment.podsConfig.envoy.replicas,
+        cpu: environment.podsConfig.envoy.cpuLimit,
+        memory: environment.podsConfig.envoy.memoryLimit,
       },
       tracing: observability.enabled
         ? { collectorService: observability.observability!.otlpCollectorService }
diff --git a/deployment/services/public-graphql-api-gateway.ts b/deployment/services/public-graphql-api-gateway.ts
index 1bed989fa..a8517ed98 100644
--- a/deployment/services/public-graphql-api-gateway.ts
+++ b/deployment/services/public-graphql-api-gateway.ts
@@ -60,7 +60,7 @@ export function deployPublicGraphQLAPIGateway(args: {
     {
       imagePullSecret: args.docker.secret,
       image: dockerImage,
-      replicas: args.environment.isProduction ? 3 : 1,
+      replicas: args.environment.podsConfig.general.replicas,
       availabilityOnEveryNode: true,
       env: {
         GRAPHQL_SERVICE_ENDPOINT: serviceLocalEndpoint(args.graphql.service).apply(
diff --git a/deployment/services/redis.ts b/deployment/services/redis.ts
index e1d2af98a..374947d8f 100644
--- a/deployment/services/redis.ts
+++ b/deployment/services/redis.ts
@@ -19,15 +19,10 @@ export function deployRedis(input: { environment: Environment }) {
   const redisApi = new RedisStore({
     password: redisPassword,
   }).deploy({
-    limits: input.environment.isProduction
-      ? {
-          memory: '6Gi',
-          cpu: '1000m',
-        }
-      : {
-          memory: '100Mi',
-          cpu: '50m',
-        },
+    limits: {
+      memory: input.environment.podsConfig.redis.memoryLimit,
+      cpu: input.environment.podsConfig.redis.cpuLimit,
+    },
   });
 
   const host = serviceLocalHost(redisApi.service);
diff --git a/deployment/services/schema.ts b/deployment/services/schema.ts
index 7b3bfe69e..0fc00a27c 100644
--- a/deployment/services/schema.ts
+++ b/deployment/services/schema.ts
@@ -51,8 +51,8 @@ export function deploySchema({
       livenessProbe: '/_health',
       startupProbe: '/_health',
       exposesMetrics: true,
-      replicas: environment.isProduction ? 3 : 1,
-      memoryLimit: '2Gi',
+      replicas: environment.podsConfig.general.replicas,
+      memoryLimit: environment.podsConfig.schemaService.memoryLimit,
       pdb: true,
     },
     [redis.deployment, redis.service],
diff --git a/deployment/services/supertokens.ts b/deployment/services/supertokens.ts
index 9ae297148..3029ad22a 100644
--- a/deployment/services/supertokens.ts
+++ b/deployment/services/supertokens.ts
@@ -88,7 +88,7 @@ export function deploySuperTokens(
   const deployment = new kx.Deployment(
     'supertokens',
     {
-      spec: pb.asDeploymentSpec({ replicas: environment.isProduction ? 3 : 1 }),
+      spec: pb.asDeploymentSpec({ replicas: environment.podsConfig.supertokens.replicas }),
     },
     {
       dependsOn: resourceOptions.dependencies,
diff --git a/deployment/services/tokens.ts b/deployment/services/tokens.ts
index 685d9d6a0..990d65028 100644
--- a/deployment/services/tokens.ts
+++ b/deployment/services/tokens.ts
@@ -39,7 +39,7 @@ export function deployTokens({
       startupProbe: '/_health',
       exposesMetrics: true,
       availabilityOnEveryNode: true,
-      replicas: environment.isProduction ? 3 : 1,
+      replicas: environment.podsConfig.general.replicas,
       image,
       env: {
         ...environment.envVars,
diff --git a/deployment/services/usage-ingestor.ts b/deployment/services/usage-ingestor.ts
index 13d0d2441..1bdb9b3b9 100644
--- a/deployment/services/usage-ingestor.ts
+++ b/deployment/services/usage-ingestor.ts
@@ -29,10 +29,6 @@ export function deployUsageIngestor({
   sentry: Sentry;
 }) {
   const clickHouseConfig = new pulumi.Config('clickhouse');
-  const numberOfPartitions = 16;
-  const replicas = environment.isProduction ? 6 : 1;
-  const cpuLimit = environment.isProduction ? '600m' : '300m';
-  const maxReplicas = environment.isProduction ? numberOfPartitions : 2;
 
   // Require migrationV2DataIngestionStartDate only in production and staging
   // Remove it once we are done with migration.
@@ -46,7 +42,7 @@ export function deployUsageIngestor({
     {
       image,
       imagePullSecret: docker.secret,
-      replicas,
+      replicas: environment.podsConfig.usageIngestorService.replicas,
       readinessProbe: '/_readiness',
       livenessProbe: '/_health',
       availabilityOnEveryNode: true,
@@ -67,10 +63,10 @@ export function deployUsageIngestor({
       pdb: true,
       autoScaling: {
         cpu: {
-          cpuAverageToScale: 60,
-          limit: cpuLimit,
+          cpuAverageToScale: environment.podsConfig.usageIngestorService.cpuAverageToScale,
+          limit: environment.podsConfig.usageIngestorService.cpuLimit,
         },
-        maxReplicas,
+        maxReplicas: environment.podsConfig.usageIngestorService.maxReplicas,
       },
     },
     [clickhouse.deployment, clickhouse.service, dbMigrations].filter(Boolean),
diff --git a/deployment/services/usage.ts b/deployment/services/usage.ts
index 03d1546dd..e2f83926a 100644
--- a/deployment/services/usage.ts
+++ b/deployment/services/usage.ts
@@ -38,9 +38,6 @@ export function deployUsage({
   docker: Docker;
   sentry: Sentry;
 }) {
-  const replicas = environment.isProduction ? 3 : 1;
-  const cpuLimit = environment.isProduction ? '600m' : '300m';
-  const maxReplicas = environment.isProduction ? 6 : 2;
   const kafkaBufferDynamic =
     kafka.config.bufferDynamic === 'true' || kafka.config.bufferDynamic === '1' ? '1' : '0';
 
@@ -50,7 +47,7 @@ export function deployUsage({
       {
         image,
         imagePullSecret: docker.secret,
-        replicas,
+        replicas: environment.podsConfig.usageService.replicas,
         readinessProbe: {
           initialDelaySeconds: 10,
           periodSeconds: 5,
@@ -85,10 +82,10 @@ export function deployUsage({
         pdb: true,
         autoScaling: {
           cpu: {
-            cpuAverageToScale: 60,
-            limit: cpuLimit,
+            cpuAverageToScale: environment.podsConfig.usageService.cpuAverageToScale,
+            limit: environment.podsConfig.usageService.cpuLimit,
           },
-          maxReplicas,
+          maxReplicas: environment.podsConfig.usageService.maxReplicas,
         },
       },
       [
diff --git a/deployment/services/webhooks.ts b/deployment/services/webhooks.ts
index dcb92e94b..28ddd1b1c 100644
--- a/deployment/services/webhooks.ts
+++ b/deployment/services/webhooks.ts
@@ -45,7 +45,7 @@ export function deployWebhooks({
       livenessProbe: '/_health',
       startupProbe: '/_health',
       exposesMetrics: true,
-      replicas: environment.isProduction ? 3 : 1,
+      replicas: environment.podsConfig.general.replicas,
       image,
     },
     [redis.deployment, redis.service],
diff --git a/deployment/utils/observability.ts b/deployment/utils/observability.ts
index 64c629a81..750819979 100644
--- a/deployment/utils/observability.ts
+++ b/deployment/utils/observability.ts
@@ -112,8 +112,8 @@ export class Observability {
       replicaCount: 1,
       resources: {
         limits: {
-          cpu: this.environment.isProduction ? '512m' : '150m',
-          memory: this.environment.isProduction ? '1000Mi' : '300Mi',
+          cpu: this.environment.podsConfig.internalObservability.cpuLimit,
+          memory: this.environment.podsConfig.internalObservability.memoryLimit,
         },
       },
       podAnnotations: {
diff --git a/deployment/utils/service-deployment.ts b/deployment/utils/service-deployment.ts
index 467469f15..6b26ef314 100644
--- a/deployment/utils/service-deployment.ts
+++ b/deployment/utils/service-deployment.ts
@@ -192,7 +192,7 @@ export class ServiceDeployment {
       // and ensure that we are not exposed to downtime issues caused by node failures/restarts:
       topologySpreadConstraints.push({
         maxSkew: 1,
-        topologyKey: 'topology.kubernetes.io/zone',
+        topologyKey: 'kubernetes.io/hostname',
         whenUnsatisfiable: 'DoNotSchedule',
         labelSelector: {
           matchLabels: {