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Cloud Computing · 4 / 4 posts

AWS Lambda Production Guide: 5 Years of Real-World Experience

A comprehensive guide to AWS Lambda based on 5+ years of production experience, covering cold start optimization, performance tuning, monitoring, and cost optimization with real war stories and practical solutions.

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Series Overview

  1. 1. Cold Start Optimization and Runtime Selection
  2. 2. Memory Allocation and Performance Tuning
  3. 3. Production Monitoring and Debugging Strategies
  4. 4. Advanced Patterns and Cost Optimization

Published posts

AWS Lambda Cold Start Optimization: Production Lessons Learned

Production-tested strategies for cutting AWS Lambda cold starts: runtime selection, provisioned concurrency, and practical optimization techniques.
AWS Lambda Memory Allocation and Performance Tuning: The Complete Guide

Tune AWS Lambda performance: the memory-to-CPU model, benchmarking with Power Tuning, cost analysis, and adaptive allocation patterns.
AWS Lambda Production Monitoring and Debugging: Proven Strategies

Instrument AWS Lambda for production: CloudWatch custom metrics, X-Ray tracing, structured logging, and alerts that track business impact.
AWS Lambda Cost Optimization: VPC, Layers, and Advanced Patterns

Advanced AWS Lambda patterns and cost optimization: Lambda Layers, VPC configuration, cross-account execution, and architectural decisions.