10 Kubernetes Best Practices for Production Success

The Graveyard of Our Infrastructure: A Handover Memo for the Unfortunate $ kubectl get nodes NAME STATUS ROLES AGE VERSION ip-10-0-42-12 NotReady worker 89d v1.29.2 ip-10-0-42-13 NotReady worker 89d v1.29.2 ip-10-0-42-14 Ready worker 89d v1.29.2 ip-10-0-42-15 NotReady worker 89d v1.29.2 $ kubectl describe pod checkout-api-7f8d9b6c5-x4z2l Name: checkout-api-7f8d9b6c5-x4z2l Namespace: prod-main Status: Running IP: 10.2.14.155 Containers: checkout-svc: … Read more

Microsoft Azure: A Complete Guide to Cloud Computing

json { “error”: { “code”: “Forbidden”, “message”: “Access denied. Caller was not found in any access policy. \nCaller: appid=––;oid=––;iss=https://sts.windows.net/***/\nVault: secret-store-prod-001; Location: eastus”, “innererror”: { “code”: “AccessDeniedByVNet” } }, “activityId”: “f47ac10b-58cc-4372-a567-0e02b2c3d479”, “clientRequestId”: “b94d27b9-934c-4512-8058-7a3e77033cbc”, “timestamp”: “2024-05-20T14:22:01.442Z” } The marketing team promised us a fortress, but they gave us a glass house. They told us that migrating to … Read more

What is Machine Learning? A Complete Beginner’s Guide

[ 402.192834] {1}[Hardware Error]: Hardware error from APEI Generic Hardware Error Source: 1 [ 402.192838] {1}[Hardware Error]: event severity: fatal [ 402.192841] {1}[Hardware Error]: Error 0, type: fatal [ 402.192844] {1}[Hardware Error]: section_type: PCIe error [ 402.192846] {1}[Hardware Error]: port_type: 4, root port [ 402.192848] {1}[Hardware Error]: device_id: 0000:41:00.0 [ 402.192850] {1}[Hardware Error]: slot: 0 … Read more

Top Artificial Intelligence Best Practices for Success

text [2024-05-14 03:14:22.891] [CRITICAL] [worker-72] Uncaught exception: ValueError: Input contains NaN, infinity or a value too large for dtype(‘float32’). [2024-05-14 03:14:22.892] [ERROR] [gunicorn.error] Worker (pid:1402) exited with code 1 [2024-05-14 03:14:23.001] [INFO] [k8s-event] Pod icarus-inference-v2-7f9db88f-xlk2j restarted. Reason: CrashLoopBackOff [2024-05-14 03:14:24.445] [CRITICAL] [upstream-proxy] 502 Bad Gateway – No healthy upstream hosts in cluster ‘icarus_service’ [2024-05-14 03:14:25.110] … Read more