Iam Access Analyzer Ai Policies: Verify AI-Generated Policies Before Attach
A senior-engineer guide to IAM Access Analyzer AI policies, with production-ready patterns, trade-offs, and practical examples.
CI Failure Triage Bots: Separate Flaky Noise From Real Regressions
A senior-engineer guide to CI failure triage bots, with production-ready patterns, trade-offs, and practical examples.
Posted inAI AWS Machine Learning
Bedrock Model Distillation: Shrink Coding Assistants for Edge Latency
A senior-engineer guide to Bedrock model distillation, with production-ready patterns, trade-offs, and practical examples.
Posted inAI System Design
Rag Architecture Decisions: Architecture Decision Retrieval for Coding Agents
A senior-engineer guide to RAG architecture decisions, with production-ready patterns, trade-offs, and practical examples.
Posted inAI
Ai Agent Tool Allowlists: Least Privilege for Filesystem and Shell Access
A senior-engineer guide to AI agent tool allowlists, with production-ready patterns, trade-offs, and practical examples.
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.
Secret-Aware Context Filters: Stop AI Editors and Agents From Shipping Your Keys
Stop AI editors leaking secrets: .cursorignore and Claude Code Read deny rules, a prompt-blocking hook, stable-placeholder redaction, output egress checks and AWS key rotation.
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.
Posted inAI
Llm Output Validation: Parse Trees Before Accepting Any Patches
A senior-engineer guide to LLM output validation, 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.