Amazon Q Ide Customization: Customizations That Respect CODEOWNERS Boundaries
A senior-engineer guide to Amazon Q IDE customization, with production-ready patterns, trade-offs, and practical examples.
Bedrock Throughput Provisioning: Avoid Throttles During Sev-1 Incidents
A senior-engineer guide to Bedrock throughput provisioning, with production-ready patterns, trade-offs, and practical examples.
Step Functions Multi-Agent: Multi-Agent Coding Pipelines With Human Approval Gates
A senior-engineer guide to Step Functions multi-agent, with production-ready patterns, trade-offs, and practical examples.
Posted inAI AWS System Design
Secure AI Sandboxes: Ephemeral ECS Tasks for Agent Tool Execution
A senior-engineer guide to secure AI sandboxes, with production-ready patterns, trade-offs, and practical examples.
Ai Terraform Plan Review: Plan Diff Gates Before Any Apply Runs
A senior-engineer guide to AI Terraform plan review, with production-ready patterns, trade-offs, and practical examples.
Lambda Authorizers: Bedrock Policy Explanations With Hard IAM Denies
A senior-engineer guide to Lambda authorizers, with production-ready patterns, trade-offs, and practical examples.
Cross-Account Bedrock Access: Platform Teams Without Shared Keys
A senior-engineer guide to cross-account Bedrock access, with production-ready patterns, trade-offs, and practical examples.
Lambda Warm Pools: Low-Latency Backends for Coding Agent Tools
A senior-engineer guide to Lambda warm pools, with production-ready patterns, trade-offs, and practical examples.
Bedrock Knowledge Base Sync: Git Webhooks That Prevent Index Drift
A senior-engineer guide to Bedrock knowledge base sync, with production-ready patterns, trade-offs, and practical examples.
Glue Bedrock Rag: Offline Doc Enrichment Before Online Code RAG
A senior-engineer guide to Glue Bedrock RAG, with production-ready patterns, trade-offs, and practical examples.