tools & stack
The modern AI stack, databases, MCP servers, and subscription engines I use to build fast and ship reliably.
AI & Agentic Workflows
AI TOOLINGPrimary agentic coding partner for rapid execution and complex system building.
Autonomous agent execution environments configured with project context & skills.
Authoring custom SKILL.md specifications for repeatable data reporting workflows.
MCP Servers (Model Context Protocol)
CONTEXT SERVERSWeb scraping and content extraction for competitor analysis and market research.
Long-term memory retrieval and structured thought storage across sessions.
Automated meeting transcript analysis, action item extraction, and digest generation.
Direct database introspection and query execution.
Backend & Subscriptions
INFRASTRUCTURERelational database schema design, Row-Level Security, and REST APIs.
Enterprise B2B billing integration, subscription webhook handling, and seat pricing.
Mobile app in-app purchases (iOS App Store & Google Play) unified with B2C analytics.
Complex multi-table queries, cross-platform driver matching, and log verification.
Frontend & Design Systems
UI / UXApp Router architecture, edge runtime API routes, and component-driven UIs.
Strict adherence to design systems, CSS variables, and dark-mode brand tokens.
Single-accent design systems, monospace typography grid, and terminal UI devices.
Data Engineering & Analytics
ANALYTICSAutomated queries for MRR, DAU/WAU metrics, retention cohorts, and work-time logs.
Rules-based filtering for runaway timers (totalWorkTime <= 86400s) and test account exclusions.
Custom CSV formats designed for automated paste-and-refresh financial dashboards.
Deployment & Operations
DEVOPSGlobal edge network hosting, serverless functions, and custom domain management.
Clean git history, pull request workflows, and secret key security.