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 Machine Learning
LLM preference data: Preference Data Without Vanity Accept Rates
This senior-level guide covers LLM preference data 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 Machine Learning
LLM model tuning: Continued Pretrain vs Instruct Tune vs Adapters
This senior-level guide covers LLM model tuning with production trade-offs for reliability, security, and cost.
Posted inAI Machine Learning
Day 45: Catastrophic Forgetting Checks
This senior-level guide covers catastrophic forgetting with production trade-offs for reliability, security, and cost.