12 years building and operating production infrastructure. Currently focused on AI agent systems and the cloud platforms they run on.
About
I work across the full infrastructure stack, from networking and bare metal Kubernetes to AWS landing zones and AI agent platforms. Most of what I do comes down to making systems that don't fall over, deploy without downtime, and recover on their own when something does break.
My current focus is bringing the same operational discipline I apply to infrastructure (observability, evaluation, cost tracking, recovery) to LLM-powered workflows.
Projects
AI agent orchestration platform. 20 agent personas, RAG with Qdrant and Ollama, LangGraph workflows, cost and latency observability, LLM eval framework, SSH dispatch to Claude Code, and demo mode that runs anywhere via docker-compose.
18 Terraform modules for AWS, focused on patterns that aren't well-covered by the community modules. Okta-AWS SAML federation, Identity Center as code, GuardDuty auto-remediation, Bedrock RAG, ephemeral GitHub runner fleets, multi-region DNS failover.
Model Context Protocol server that lets Claude and other AI agents query AWS resources. 22 read tools across EC2, S3, IAM, CloudWatch, Cost Explorer, EKS, Lambda, and more. Read-only by default with opt-in write scopes and confirmation tokens.
Reusable GitHub Actions workflows and composite actions for the CI/CD pieces I keep rewriting from project to project. Terraform with OIDC, multi-arch Docker with cosign signing, Helm deploys with rollout waits, Trivy scanning with SARIF.
Kubernetes operator in Go that manages AWS Bedrock as native cluster resources. Three CRDs (ModelEndpoint, PromptTemplate, GuardrailPolicy) with IRSA auth, per-endpoint rate limiting and budgets, Prometheus metrics, and Bedrock health reconciliation.
A friendlier CLI for AWS Bedrock. Send prompts without writing JSON, compare models side-by-side, manage versioned templates with variables, track costs in local SQLite, and stream responses by default. Built in Go with cobra.
Stack
Certifications