RRahul Sehrawat·Apr 13Rolling Out an AI Feature Without Losing the RoomShipping to 100% on day one is the fastest way to turn a good AI feature into a public disaster. Here is the specific rollout sequence for AI products and the comms plan that keeps leadership calm while you de-risk in public.20 min read·ai-zero-to-hero.hashnode.dev
RRahul Sehrawat·Apr 13Rolling Out LLM Changes Without Breaking UsersModel upgrades, prompt changes, new features — every rollout can break the things you already shipped. Shadow traffic, canaries, A/B tests, and the prompt migration nobody tells you about.13 min read·ai-zero-to-hero.hashnode.dev
DDeploynix·Apr 9Deploying Laravel Pennant Feature Flags: Rolling Out Changes Safely on DeploynixDeploying new features to production is inherently risky. No matter how thoroughly you've tested, production has a way of surfacing issues that staging environments don't. A new checkout flow might work perfectly with test data but break with a speci...2 min read·deploynix.hashnode.dev
CCheedge Lee·Jan 5, 2025CKA Recap -- DeploymentDeployment Basic CMD # Create kubectl create deploy NAME --image=IMAGE --replica NUM # Scale (or use kubectl edit) kubectl scale deploy NAME --replicas NUM # Change image of deploy kubectl set image deployments/DP_NAME ContainerName=IMAGE k set image...2 min read·notes-renovation.hashnode.dev
AAshutosh Mahajan·Jul 1, 2024Rollout and Versioning in Kubernetes and Blue-Green DeploymentWhen managing applications in Kubernetes, one of the critical aspects is handling updates and deployments efficiently. Kubernetes provides robust mechanisms for rollout and versioning, ensuring that updates can be managed with minimal downtime and ma...3 min read·ashutoshamblogs.hashnode.dev
