Tim WU

AWS Bedrock token monitoring & cost governance platform — ML-powered anomaly detection, automated alerting, forensic analytics, real-time dashboard. Built with CDK, Lambda, CloudWatch, Athena, EventBridge, React. Multi-tenant, production-ready.

Training portal for the AI-native SDLC: six stages, one committed artifact per stage, enforceable gates. Study guide over Anthropic's playbook and the ai-native-sdlc skill.

An AgentCore Guardrails design document and the experimental platform that validates it against live AWS. Every claim is extracted, classified, and either measured or excluded with a stated reason. Where measurement and the document disagree, the document is amended.

Ready-to-use Kiro IDE configurations for enterprise SDLC — Phase-Based (14 roles, 5 phases) and Sprint-Based DevSecOps (Scrum + security shift-left). Steering, Hooks, Skills, Subagents, MCP/Powers.

35 portable agent skills (Agent Skills spec) for Kiro & Claude Code: Scrum DevSecOps roles, PCI-DSS/MAS TRM compliance, AWS Well-Architected reviews — each with evals and a 4-layer tested methodology

Production-ready AI agent for UI/web testing on Amazon Bedrock AgentCore Harness — Memory, Skills, observability + Bug-Fix Agent + best practices