Posted inAI
Ai Coding Tool Evaluation: Blind A/B Tests on Real Tickets
A senior-engineer guide to AI coding tool evaluation, with production-ready patterns, trade-offs, and practical examples.
Openapi Node Sdk Generation: OpenAPI-Driven Clients LLMs Cannot Hallucinate
A senior-engineer guide to OpenAPI Node SDK generation, with production-ready patterns, trade-offs, and practical examples.
AI On-Call Copilots: Suggest Runbooks Without Mutating Production
A senior-engineer guide to AI on-call copilots, 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.
Posted inAI
Cursor Notepads: Living Architecture Constraints Agents Must Obey
A senior-engineer guide to Cursor Notepads, with production-ready patterns, trade-offs, and practical examples.
Posted inAI JavaScript
Ast-Guided Llm Edits: LLMs Propose Intents and Codemods Apply Them
A senior-engineer guide to AST-guided LLM edits, 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.
Ai Agent Session Replay: Agent Sessions You Can Debug in Postmortems
A senior-engineer guide to AI agent session replay, with production-ready patterns, trade-offs, and practical examples.