Lambda Bedrock integration: Lambda + Bedrock: Sync, Stream, and Batch
This senior-level guide covers Lambda Bedrock integration with production trade-offs for reliability, security, and cost.
Posted inAI AWS System Design
Step Functions agents: Agents on Step Functions, Not Infinite Loops
This senior-level guide covers Step Functions agents with production trade-offs for reliability, security, and cost.
EventBridge agent backbone: EventBridge as the Agent’s Async Backbone
This senior-level guide covers EventBridge agent backbone with production trade-offs for reliability, security, and cost.
Bedrock provisioned throughput: Provisioned Throughput vs On-Demand Cliffs
This senior-level guide covers Bedrock provisioned throughput with production trade-offs for reliability, security, and cost.
Posted inAI AWS System Design
LLM observability: Observability: Traces Across Prompt, Retrieval, Tools
This senior-level guide covers LLM observability with production trade-offs for reliability, security, and cost.
Posted inAI AWS System Design
AI On-Call Copilot: A Project That Cannot Mutate Prod
This senior-level guide covers AI on-call copilot with production trade-offs for reliability, security, and cost.
Posted inAI AWS Machine Learning
LLM distillation: Distillation for Edge and Lambda
This senior-level guide covers LLM distillation with production trade-offs for reliability, security, and cost.
Posted inAI AWS System Design
custom model serving: Serving Custom Models Behind the Same API
This senior-level guide covers custom model serving with production trade-offs for reliability, security, and cost.
Posted inAI AWS Machine Learning
Day 50: Project: Internal SDK Autocomplete Model
This senior-level guide covers Internal SDK Autocomplete Model with production trade-offs for reliability, security, and cost.
CloudWatch EMF for LLM Cost: Per-Tenant Token Metrics That Survive Sampling
This senior-level guide covers CloudWatch EMF for LLM Cost with production trade-offs for reliability, security, and cost.