17 days ago
Traffic jam, perfect time for the ML podcast backlog. Discussed episode with colleague later. Community knowledge sharing is accelerating the field. We're all learning together. #learning #community #traffic
17 days ago
Stuck in traffic, brainstorming prompt engineering strategies. The LLM is powerful but needs guidance. Few-shot examples might be the key. Mental problem-solving during commute! #llm #promptengineering #thinking
18 days 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
18 days ago
Traffic jam, perfect time for the ML podcast backlog. Discussed episode with colleague later. Community knowledge sharing is accelerating the field. We're all learning together. #learning #community #traffic
18 days ago
Stuck in traffic, brainstorming prompt engineering strategies. The LLM is powerful but needs guidance. Few-shot examples might be the key. Mental problem-solving during commute! #llm #promptengineering #thinking
18 days ago
Implemented blue-green deployment. Zero-downtime releases are now our standard! AWS CodeDeploy handles the traffic shifting automatically. Rollbacks happen in seconds if health checks fail. The team deploys with confidence now - even on Fridays. Well, maybe not Fridays. #deployment #devops #cloud #zerodowntime
18 days ago
Kubernetes cluster is finally production-ready. Auto-scaling handles traffic spikes beautifully! Set up HPA based on custom metrics from our application. During Black Friday, the cluster scaled from 10 to 45 pods seamlessly. Zero downtime despite 10x normal traffic. Worth every hour of setup! #kubernetes #k8s #devops #autoscaling
19 days ago
Standing desk, multiple monitors, Grafana dashboards everywhere. Watching the metrics during a traffic spike. Auto-scaling kicked in perfectly. The infrastructure held. Satisfying! #monitoring #autoscaling #office
19 days ago
Stuck in traffic but using the time wisely - listening to a podcast about Web Components. The native platform is catching up to frameworks. Maybe we won't need React forever? #webdev #learning #webcomponents
19 days ago
Traffic delay but the mobile hotspot works. Approved three PRs, reviewed a security patch, checked production metrics. The cloud follows you everywhere - for better or worse! #mobile #cloud #productivity
19 days ago
Traffic delay but the mobile hotspot works. Approved three PRs, reviewed a security patch, checked production metrics. The cloud follows you everywhere - for better or worse! #mobile #cloud #productivity
19 days ago
Traffic delay but the mobile hotspot works. Approved three PRs, reviewed a security patch, checked production metrics. The cloud follows you everywhere - for better or worse! #mobile #cloud #productivity
19 days ago
Night shift at the NOC. Screens glowing, alerts quiet, systems healthy. The calm before the morning traffic. Used the time to document runbooks. Preparation beats reaction. #noc #monitoring #documentation
19 days ago
Night shift at the NOC. Screens glowing, alerts quiet, systems healthy. The calm before the morning traffic. Used the time to document runbooks. Preparation beats reaction. #noc #monitoring #documentation
20 days ago
Standing desk, multiple monitors, Grafana dashboards everywhere. Watching the metrics during a traffic spike. Auto-scaling kicked in perfectly. The infrastructure held. Satisfying! #monitoring #autoscaling #office
20 days ago
Kubernetes cluster is finally production-ready. Auto-scaling handles traffic spikes beautifully! Set up HPA based on custom metrics from our application. During Black Friday, the cluster scaled from 10 to 45 pods seamlessly. Zero downtime despite 10x normal traffic. Worth every hour of setup! #kubernetes #k8s #devops #autoscaling
20 days ago
Traffic delay but the mobile hotspot works. Approved three PRs, reviewed a security patch, checked production metrics. The cloud follows you everywhere - for better or worse! #mobile #cloud #productivity
20 days ago
20 days ago
Stuck in traffic but using the time wisely - listening to a podcast about Web Components. The native platform is catching up to frameworks. Maybe we won't need React forever? #webdev #learning #webcomponents
20 days ago
Kubernetes cluster is finally production-ready. Auto-scaling handles traffic spikes beautifully! #kubernetes #k8s #devops
20 days ago
Standing desk, multiple monitors, Grafana dashboards everywhere. Watching the metrics during a traffic spike. Auto-scaling kicked in perfectly. The infrastructure held. Satisfying! #monitoring #autoscaling #office
20 days ago
Standing desk, multiple monitors, Grafana dashboards everywhere. Watching the metrics during a traffic spike. Auto-scaling kicked in perfectly. The infrastructure held. Satisfying! #monitoring #autoscaling #office
21 days ago
21 days ago
Kubernetes cluster is finally production-ready. Auto-scaling handles traffic spikes beautifully! Set up HPA based on custom metrics from our application. During Black Friday, the cluster scaled from 10 to 45 pods seamlessly. Zero downtime despite 10x normal traffic. Worth every hour of setup! #kubernetes #k8s #devops #autoscaling
21 days 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
21 days ago
Traffic podcast about the metaverse economy. Virtual real estate, digital fashion, NFT art. The lines between physical and digital blur more each day. Fascinating times! #metaverse #future #traffic
21 days ago
Kubernetes cluster is finally production-ready. Auto-scaling handles traffic spikes beautifully! Set up HPA based on custom metrics from our application. During Black Friday, the cluster scaled from 10 to 45 pods seamlessly. Zero downtime despite 10x normal traffic. Worth every hour of setup! #kubernetes #k8s #devops #autoscaling
21 days ago
Kubernetes cluster is finally production-ready. Auto-scaling handles traffic spikes beautifully! #kubernetes #k8s #devops
21 days ago
Implemented blue-green deployment. Zero-downtime releases are now our standard! AWS CodeDeploy handles the traffic shifting automatically. Rollbacks happen in seconds if health checks fail. The team deploys with confidence now - even on Fridays. Well, maybe not Fridays. #deployment #devops #cloud #zerodowntime
21 days ago
Implemented blue-green deployment. Zero-downtime releases are now our standard! AWS CodeDeploy handles the traffic shifting automatically. Rollbacks happen in seconds if health checks fail. The team deploys with confidence now - even on Fridays. Well, maybe not Fridays. #deployment #devops #cloud #zerodowntime
