Machine Learning Best Practices: 10 Tips for Success

INCIDENT #4092-B: THE TUESDAY TENSOR COLLAPSE Status: Resolved (After 72 hours of manual intervention) Severity: Critical (P0) Duration: 72:14:08 Impact: Total failure of the recommendation engine, 45% drop in checkout conversion, 100% CPU saturation across the inference cluster, and three burnt-out SREs. Timeline of Failure T-02:00 (Tuesday, 02:14 AM): Automated CI/CD pipeline triggers for the … Read more

10 DevOps Best Practices for Faster Software Delivery

INCIDENT LOG: OCTOBER 14, 2023 – THE DAY THE YAML SCREAMED [14:02:11] [INFO] CI/CD Pipeline #8842 initiated by ‘j-dev-99’. Branch: ‘fix/cleanup-unused-resources’. [14:04:45] [DEBUG] Terraform v1.7.0: Initializing provider plugins… [14:05:12] [WARN] Terraform: Plan shows 142 resources to be deleted. [14:05:13] [INFO] CI/CD: Manual approval bypassed. (Flag: –auto-approve-in-prod set to ‘true’ by ‘j-dev-99’). [14:05:20] [ERROR] terraform-provider-aws: Deleting … Read more

Essential Cybersecurity Best Practices to Protect Your Data

text Mar 14 03:12:04 srv-prod-01 sshd[14209]: Invalid user admin from 185.156.177.34 port 54222 Mar 14 03:12:04 srv-prod-01 sshd[14209]: Connection closed by authenticating user admin 185.156.177.34 port 54222 [preauth] Mar 14 03:12:06 srv-prod-01 sshd[14211]: Invalid user support from 185.156.177.34 port 54228 Mar 14 03:12:06 srv-prod-01 sshd[14211]: Connection closed by authenticating user support 185.156.177.34 port 54228 [preauth] … Read more

AI Cybersecurity: Protecting Your Business from Modern Threats

text ssh -vvv admin@sec-node-alpha-09 OpenSSH_9.0p1, OpenSSL 3.0.7 1 Nov 2022 debug1: Reading configuration data /etc/ssh/ssh_config debug1: Connecting to 10.0.42.11 [10.0.42.11] port 22. debug1: Connection established. debug1: identity file /home/ir_lead/.ssh/id_rsa type 0 debug1: Local version string SSH-2.0-OpenSSH_9.0 debug1: Remote protocol version 2.0, remote software version OpenSSH_8.9p1 Ubuntu-3ubuntu0.4 debug1: Authenticating to 10.0.42.11:22 as ‘admin’ debug3: record_hostkey: found … Read more