Runtime Class Manager
Automates the lifecycle of containerd shims in Kubernetes — installation, updates, removal, and configuration — to reduce manual errors and improve reliability for Wasm workloads.
Senior Consultant · Ki Reply
Building AI-powered developer tools and cloud platform services. Focused on DevOps, cloud architecture, and AI-driven automation.
A selection of open source and client work.
Automates the lifecycle of containerd shims in Kubernetes — installation, updates, removal, and configuration — to reduce manual errors and improve reliability for Wasm workloads.
Co-author of the Linux Foundation's LFS256 course — an introduction to the Argo Suite and companion to the CAPA certification.
Custom Copilot Chat extension integrating a proprietary chatbot backend with awareness of internal docs, product info, and org-compliant Terraform modules. Built in Python, deployed on AWS ECS via Terraform.
Event-driven hexagonal architecture service using EntraID groups to auto-create GitHub teams and invite members, plus a cost allocation service. Python on AWS Lambda via Terraform.
AI-powered code review service for GitLab merge requests using an LLM. Written in Python, runs on AWS ECS deployed via Terraform.
Extensible CLI tool enabling developers to use internal services behind SAML login (e.g. SonarQube with SonarLint). Uses Playwright for SAML auth and starts a local authenticated proxy. Written in Go.
Extended Renovate Runner with custom Python logic, scheduled GitLab CI execution, and Confluence statistics pages for dependency update tracking.
Two GitLab CI pipeline tools: a secret scanner to detect leaked credentials, and a dependency scanner to flag outdated packages. Both written in Python with pipeline artifact output.
Extensible Discord bot written in Go. Core feature is a soundboard with channel commands and a web UI with OAuth2. Plugins add weather, quotes, and mini games with leaderboards.
Technologies I work with. Always expanding.
Verified expertise across cloud, containers, and AI.
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Latest changes:
2026-04-30 22:57:59 (f900cf9)