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Use `aws ssm start-session` to SSH into EC2 instances without opening port 22. No bastion, no key management.
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Your logs have the answers — but there are too many to read. Build an AI anomaly detector that queries Loki for unusual patterns and uses Claude API to explain what's wrong and what to do.
DevOpsBoys
Jun 14, 2026 · 7 min read
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Product company or service company for your DevOps career? The answer depends on what you want to learn, earn, and build. Here's the honest breakdown.
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LLMs return unpredictable text. Instructor + Pydantic turns that into validated, typed Python objects — automatically retrying when the model returns garbage. Here's how to use it in production.
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