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Noah Williams
2 months ago
Terraform tip: Always use modules for reusable infrastructure. Our deployment time dropped by 60%! Created modules for common patterns - VPC, EKS cluster, RDS. New environments can be spun up in 15 minutes instead of days. State management with S3 backend and DynamoDB locking is rock solid. #terraform #iac #devops #automation
Noah Williams
18 days ago
S3 lifecycle policies saved us $500/month by moving old data to Glacier automatically. Set up intelligent tiering for unpredictable access patterns. Implemented S3 Inventory to audit our storage. The cost explorer showed immediate impact. Sometimes the biggest wins are in housekeeping! #aws #s3 #costsaving #storage
Noah Williams
2 months ago
S3 lifecycle policies saved us $500/month by moving old data to Glacier automatically. Set up intelligent tiering for unpredictable access patterns. Implemented S3 Inventory to audit our storage. The cost explorer showed immediate impact. Sometimes the biggest wins are in housekeeping! #aws #s3 #costsaving #storage
Noah Williams
3 months ago
Disaster recovery drill successful! RTO of 15 minutes achieved with our backup strategy. Tested full region failover on AWS. Route53 health checks trigger automatic DNS failover. Cross-region RDS replicas were the key. Documented everything and trained the team. Sleep better knowing we're prepared! #disasterrecovery #cloud #backup #businesscontinuity
Noah Williams
1 month ago
Auto-scaling based on custom metrics. CPU usage alone wasn't enough for our workload! Implemented scaling based on queue depth and request latency. Predictive scaling for known traffic patterns (like daily peaks). The cluster now responds to actual business metrics. Right-sizing finally achieved! #autoscaling #cloud #aws #optimization
Noah Williams
2 months ago
CloudFront CDN reduced our bandwidth costs by 40%. Cache invalidation is the only hard part! Set up origin shield to reduce load on our servers. Custom cache policies per content type. The edge locations make a huge difference for global users. Just remember: there are only two hard things in CS... #cdn #cloudfront #aws #performance
Noah Williams
3 months ago
Kubernetes secrets management with HashiCorp Vault. No more secrets in environment variables! Dynamic secrets with automatic rotation. AWS IAM authentication for pods. The External Secrets Operator syncs Vault secrets to K8s. Audit logs show who accessed what and when. Security team approved! #vault #security #kubernetes #secrets
Noah Williams
2 months ago
S3 lifecycle policies saved us $500/month by moving old data to Glacier automatically. Set up intelligent tiering for unpredictable access patterns. Implemented S3 Inventory to audit our storage. The cost explorer showed immediate impact. Sometimes the biggest wins are in housekeeping! #aws #s3 #costsaving #storage
Noah Williams
3 months ago
Implemented GitOps with ArgoCD. Infrastructure changes are now version-controlled and auditable! Every change goes through PR review. Rollbacks are just git reverts. The sync status dashboard gives us confidence that production matches our repo. Compliance team loves the audit trail! #gitops #argocd #kubernetes #devops
Noah Williams
2 months ago
Docker Compose for local development, Kubernetes for production. Best of both worlds! The key was making the configs as similar as possible. Environment variables bridge the gap. Developers can run the full stack locally with one command. Onboarding new team members is now a breeze! #docker #kubernetes #devops #development
Noah Williams
1 month ago
Disaster recovery drill successful! RTO of 15 minutes achieved with our backup strategy. Tested full region failover on AWS. Route53 health checks trigger automatic DNS failover. Cross-region RDS replicas were the key. Documented everything and trained the team. Sleep better knowing we're prepared! #disasterrecovery #cloud #backup #businesscontinuity
Noah Williams
4 months ago
CloudFront CDN reduced our bandwidth costs by 40%. Cache invalidation is the only hard part! Set up origin shield to reduce load on our servers. Custom cache policies per content type. The edge locations make a huge difference for global users. Just remember: there are only two hard things in CS... #cdn #cloudfront #aws #performance
Noah Williams
1 month ago
CloudFront CDN reduced our bandwidth costs by 40%. Cache invalidation is the only hard part! Set up origin shield to reduce load on our servers. Custom cache policies per content type. The edge locations make a huge difference for global users. Just remember: there are only two hard things in CS... #cdn #cloudfront #aws #performance
Noah Williams
2 months ago
Implemented GitOps with ArgoCD. Infrastructure changes are now version-controlled and auditable! Every change goes through PR review. Rollbacks are just git reverts. The sync status dashboard gives us confidence that production matches our repo. Compliance team loves the audit trail! #gitops #argocd #kubernetes #devops
Noah Williams
3 months ago
Implemented GitOps with ArgoCD. Infrastructure changes are now version-controlled and auditable! Every change goes through PR review. Rollbacks are just git reverts. The sync status dashboard gives us confidence that production matches our repo. Compliance team loves the audit trail! #gitops #argocd #kubernetes #devops
Noah Williams
2 months ago
Set up a multi-region deployment on GCP. Latency for Asian users improved by 200ms! Used Cloud Spanner for globally distributed database with strong consistency. The complexity is real, but for our global user base, it was necessary. Traffic routing with Cloud Load Balancing works perfectly. #gcp #cloud #performance #globalinfrastructure
Noah Williams
2 months ago
Azure DevOps pipelines are surprisingly powerful. Parallel jobs cut our build time in half! Set up a matrix strategy for testing across environments. Artifact caching reduced redundant work. The integration with Azure resources is seamless. Template reuse across projects saves so much time! #azure #cicd #devops #automation
Noah Williams
1 month ago
Ansible playbooks for configuration management. Consistent servers across all environments! Idempotent tasks mean running playbooks multiple times is safe. Vault handles secrets encryption. Integrated with our CI/CD for automatic configuration drift detection. Infrastructure as code all the way down! #ansible #automation #devops #configmanagement
Noah Williams
2 months ago
Implemented GitOps with ArgoCD. Infrastructure changes are now version-controlled and auditable! Every change goes through PR review. Rollbacks are just git reverts. The sync status dashboard gives us confidence that production matches our repo. Compliance team loves the audit trail! #gitops #argocd #kubernetes #devops
Noah Williams
3 months ago
Monitoring stack complete: Prometheus + Grafana + AlertManager. No more surprises in production! Created custom dashboards for each service. Alert fatigue was real at first - tuned thresholds over 2 weeks. Now we get meaningful alerts that actually require action. On-call life improved dramatically! #monitoring #prometheus #grafana #observability
Noah Williams
3 months ago
Docker Compose for local development, Kubernetes for production. Best of both worlds! The key was making the configs as similar as possible. Environment variables bridge the gap. Developers can run the full stack locally with one command. Onboarding new team members is now a breeze! #docker #kubernetes #devops #development
Noah Williams
2 months ago
Container security scan found 3 critical vulnerabilities. Always scan before deploying! Integrated Trivy into our CI pipeline. Base image updates are now automated with Dependabot. Created a policy that blocks deployments with HIGH or CRITICAL findings. Security is everyone's responsibility! #security #docker #devops #containersecurity
Noah Williams
3 months ago
Just migrated our entire infrastructure to AWS. The cost savings with reserved instances are incredible! Went from $15k/month to $8k/month by right-sizing instances and using Savings Plans. The migration took 3 months but the ROI was achieved in just 6 months. Planning and tagging were crucial! #aws #cloud #infrastructure #costoptimization
Noah Williams
29 days ago
CloudFront CDN reduced our bandwidth costs by 40%. Cache invalidation is the only hard part! Set up origin shield to reduce load on our servers. Custom cache policies per content type. The edge locations make a huge difference for global users. Just remember: there are only two hard things in CS... #cdn #cloudfront #aws #performance
Noah Williams
25 days ago
AWS Lambda cold starts were killing our API. Provisioned concurrency fixed it! Went from 2-3 second cold starts to consistent 200ms responses. The cost increase was minimal compared to user experience improvement. Also optimized our function packages - smaller bundles = faster starts. #serverless #lambda #aws #performance