Bala

Starting this year by running 10M for a cause.Amount collected goes for treatment of children with cancer

agent reviewing

github.com/NVIDIA/OpenShe… 👍

hugops for these datacenter folks health.aws.amazon.com/health/status

claude --dangerously-skip-permissions Thinking...✨✨ psql -c "DROP TABLE employees;" Anyway, I was affected by the layoffs at Block today. This was my dream role and team to join. You might think I was still onboarding but that's not how I roll. I dived in and had already designed and given internal facing AI enablement workshops, shipped automations for our team, shipped a new skill to generate a minimal agent context file based on newer trends of slimming context, and built an eval suite to show developers how to approach evaluating these changes. Anyway I'm bummed. And open to opportunities.

@__karnati pods are like cattle, I wont look at every 2mins window. keep SLO like 30mins window and get the frequency of restart then alert to check if its app crash oom kill probe failed scheduled on a unhealthy node

Your Kubernetes pods are suddenly restarting every 2 minutes. No deployment has happened. What is the most likely cause of these restarts?

@__karnati typically cloud saas based db, will have rate limiting to handle replication lags. it depends on the db too

Answer this 🔥🔥 Suppose you have an application that is scaling, and you introduce read replicas to distribute database load. Since read replicas replicate from the main write DB, how do you ensure users always read the most recent data after a write? How do you handle replication lag so users see consistent and correct data?

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