Posted inAI AWS 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.
Posted inAI AWS 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.
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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.