AI Fluency
Interview talking points for explaining safe AI-assisted Airtable formula generation, validation, and execution boundaries.
SQL vs NoSQL vs Time-Series
Staff-level framework for choosing SQL vs NoSQL vs time-series databases, with Model Foundry examples and tradeoffs.
Engineering Manager Behavioral Interview: Handling a Difficult Stakeholder
A structured MDX guide for answering: Tell me about a time you handled a difficult stakeholder.
EM Product + Design Partnership
Behavioral and system-thinking guide for engineering managers on product vision, design partnership, web design platforms, alignment, difficult situations, and user study frameworks.
Engineering Manager Behavioral Interview Guide
Behavioral interview preparation for engineering managers: leadership, execution, culture, performance, stakeholder management, data-driven decisions, and operations.
EngX Leadership Story
A staff-level leadership story about building EngX as a reusable internal platform for authentication, shared components, accessibility, performance, and seamless upgrades.
Feature Drift Leadership Story
A detailed interview narrative for explaining how I led feature drift detection from ambiguous product needs to a scalable production system.
Model Foundry AI Agent
Staff-level system design for a conversational AI agent that reuses Model Foundry metrics APIs to answer questions, detect unhealthy models, explain anomalies, and recommend approved actions.
Model Foundry / MLOps Observability Interview Script
Interview narrative, metrics impact, frontend optimization techniques, visualization strategy, Core Web Vitals framing, and scenario Q&A.
Staff Frontend Platform Interview Prep
Question bank, story map, and answer frameworks for Staff Frontend / Frontend Platform interviews
Web Experience
Staff-level frontend interview preparation tailored to MLOps observability, reusable EngX components, frontend reliability, performance, accessibility, and cross-functional leadership.
Stencil Shared Components
Staff-level interview guide for designing, building, distributing, and operating a cross-framework component library with Stencil.js, including a comparison with Lit.
Engineering Manager Strengths and Weaknesses
Interview-ready examples for answering engineering manager strengths and weaknesses questions.
How do you make tradeoffs in decision-making?
Core Principles
Web Experience
Staff-level frontend web experience interview guide covering product thinking, architecture, performance, reliability, and cross-functional leadership.