Production-Grade Bash
The Standard Production Script Header #!/usr/bin/env bash set -euo pipefail IFS=$'\n\t' # safer default word-splitting (newline/tab …
Jan 20, 2026
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Best-Practices
4 articles
Production-Grade Python Scripts for AWS — Best Practices & Patterns
The 8 Production Best Practices # Practice Why it matters 1 Structured JSON logging CloudWatch Logs Insights can query JSON fields 2 …
Jan 20, 2025
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boto3 Retry Decorator with Exponential Backoff for ThrottlingException
Problem Statement Your compliance script calls describe_instances in a loop across 50 regions and 20 accounts. After 30 seconds, you start …
Jan 20, 2025
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Generic boto3 Pagination Utility — Handle All Paginated AWS APIs
Problem Statement You write ec2.describe_instances() and it works in dev with 5 instances. In production with 1,200 instances, it silently …
Jan 20, 2025
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