cost-optimization
13 posts
A comprehensive technical guide to building production-grade prompt engineering systems, covering systematic design, security, observability, and cost optimization for enterprise LLM applications.
A comprehensive technical guide to choosing and implementing AWS edge computing solutions for global applications with practical examples and cost optimization strategies.
A comprehensive guide to reducing AWS costs by 40-70% through systematic optimization using native AWS services, automation, and proven implementation patterns.
Token-based pricing creates unique cost challenges for production LLM applications. Learn systematic optimization strategies including prompt caching, model routing, and token budgets to reduce costs by 60-80% without sacrificing quality.
Real lessons from deploying LangChain applications to production. Learn about the anti-patterns that cause failures and the patterns that enable success, with working code examples and cost optimization strategies.
Comprehensive guide to Aurora architecture, cost analysis, and when to choose it over RDS. Includes migration strategies, performance characteristics, and real-world decision frameworks.
A comprehensive guide to deploying Next.js applications beyond Vercel, with practical cost analysis, implementation details, and migration strategies for production environments
How systematic database profiling and optimization reduced infrastructure costs significantly. PostgreSQL and MongoDB performance insights and practical patterns.
Multi-environment deployment strategies, performance optimization at scale, and cost management. Production insights and lessons learned with proper monitoring and incident response patterns.
Advanced Fargate patterns learned from running production workloads. From cost optimization to stateful containers, here's what the docs won't tell you.
Master AWS Lambda performance tuning with real production examples. Learn memory optimization strategies, CPU allocation principles, benchmarking techniques, and cost analysis frameworks through practical insights.
Master advanced AWS Lambda patterns including Lambda Layers, VPC configuration, cross-account execution, and comprehensive cost optimization strategies. Real-world migration experiences and architectural decisions from production Lambda usage.
Why I moved from Express.js to Lambda, the costly mistakes I made along the way, and the TypeScript patterns that saved my team thousands in AWS bills.