Tag: cost-optimization

Reduce cloud infrastructure costs with right-sizing, reserved instances, spot instances, and automated resource scheduling across AWS, GCP, and Azure.

Cache LLM embeddings to reduce API calls and cost. Store embeddings with a content hash key and serve from cache on repeated inputs.

Route queries to different LLM models based on complexity, cost, and latency requirements. Classify input before dispatching to the right model.

Combine workloads into fewer compute resources to reduce cost, improve utilization, and simplify operations.

Optimize LLM costs in production. Covers model routing, prompt compression, caching, batch API, token management, semantic caching, prompt engineering for cost, monitoring, and budget control patterns for LLM applications.

A practical guide to FinOps: visibility, optimization, and governance of cloud spending. Learn tagging strategies, right-sizing, reserved instances, and building a cost-aware culture.

Reduce AWS cloud spend by 40%. Covers EC2 right-sizing, Spot instances, Reserved Instances, Savings Plans, S3 lifecycle, RDS optimization, networking, monitoring, and automation.

A practical guide to cloud cost optimization: right-sizing, reserved instances, spot instances, tagging strategies, and FinOps practices that reduce spend while maintaining performance.

Decide when to go serverless and when not to. Covers FaaS patterns, event-driven design, cold starts, cost models, vendor lock-in, and migration strategies for production serverless applications.