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.
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.
Posted inAI
AI Pair Programming Metrics: Cycle Time Without Vanity Accept Scores
A senior-engineer guide to AI pair programming metrics, 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.
Posted inAI
Jira Prompt Injection: Sanitize Jira Before Agents Read Issues
A senior-engineer guide to Jira prompt injection, with production-ready patterns, trade-offs, and practical examples.
Spec-First AI Development: Keep OpenAPI the Only Source of Truth for Coding Agents
Spec-first AI development with OpenAPI: generated TypeScript types, agent impl-region gates, JSON Patch spec proposals, route drift tests and oasdiff breaking-change checks in CI.