Posted inAI JavaScript
TypeScript Project References: Teach AI Agents the Real Build Graph
A senior-engineer guide to TypeScript project references, with production-ready patterns, trade-offs, and practical examples.
Bedrock Action Groups: OpenAPI Tools That Typecheck Against Handlers
A senior-engineer guide to Bedrock action groups, with production-ready patterns, trade-offs, and practical examples.
Posted inAI AWS System Design
Multi-Tenant Coding Assistants: Isolated ECS Fargate Spot Runtimes
A senior-engineer guide to multi-tenant coding assistants, with production-ready patterns, trade-offs, and practical examples.
Posted inAI
Ai Repository Maps: Token-Cheap Overviews of Huge Monorepos
A senior-engineer guide to AI repository maps, with production-ready patterns, trade-offs, and practical examples.
Cloudtrail Lake Ai Detection: Detect Risky Console Clicks Immediately
A senior-engineer guide to CloudTrail Lake AI detection, with production-ready patterns, trade-offs, and practical examples.
Posted inAI
Ai Policy As Code: OPA Checks Before Every Shell Execution
A senior-engineer guide to AI policy as code, with production-ready patterns, trade-offs, and practical examples.
Cost-Aware Rag Caching: Reuse Answers for Identical Code Questions
A senior-engineer guide to cost-aware RAG caching, with production-ready patterns, trade-offs, and practical examples.
AI Dependency Upgrades: Compatibility Matrices Before Import Rewrites
A senior-engineer guide to AI dependency upgrades, with production-ready patterns, trade-offs, and practical examples.
Claude Computer Use: Capture Evidence From Flaky UI Test Failures
A senior-engineer guide to Claude Computer Use, with production-ready patterns, trade-offs, and practical examples.
Posted inAI AWS Machine Learning
Private Ai Model Hosting: When Bedrock Alone Cannot Meet Constraints
A senior-engineer guide to private AI model hosting, with production-ready patterns, trade-offs, and practical examples.