4d ago · 20 min read · You ran the evals. You built the trust UX. You passed the compliance checklist. The feature works. Now comes the week every AI PM dreads: the actual rollout. There are two ways to ship an AI feature to 100% of users. One is "big bang" — flip a flag, ...
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4d ago · 13 min read · Here is the incident you are going to have if you don't read this post. Your LLM provider releases a new model version. It's better on every benchmark. You flip the model name in one line of code — claude-sonnet-4-6 to claude-sonnet-4-7 — and deploy....
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Jan 5, 2025 · 2 min read · Deployment 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...
Join discussionJul 1, 2024 · 3 min read · When 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...
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