Side Projects

Building tools to make work better

From workflow automation to research systems, these are the side projects I'm building. Most are AI-powered and designed to compound over time.

Margin screenshot
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Margin

Turn your feedback into your AI's style guide. A markdown reader for macOS — highlight in five colors, write margin notes, and build a corrections database that teaches your AI how you think.

AImacOSOpen SourceLocal-first
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Job Search Copilot

Open-source CLI that turns Claude Code into a job search co-pilot. CMF scoring, goHunt research, VALUE-FIRST cover letters, and 4-stage quality gates. Never auto-sends—always queues for review.

AIClaudeOpen Source
Featured

Autonomous Agent Framework

Production-ready framework for running autonomous AI agents. Handles task queues, research vs implementation classification, process management, and lock files. Powers my background automation.

AIOpen SourceAgents

All Projects

Multi-Dimensional Scorer

Configurable scoring framework for making consistent decisions. Used for lead scoring, feature prioritization, and opportunity qualification. The engine behind my 40% response rate.

TypeScriptOpen SourceDecision-Making
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Claude Code Workflows

Custom skills, hooks, and automations for Claude Code. Building a personal AI development environment with memory, ambient context, and specialized agents.

AIClaudeAutomation
Read the blog post
WIP

Agent Tools

CLI toolkit for AI-powered workflows — browser automation, web search, and content extraction. The foundation for my Claude Code integrations.

CLINode.jsAI

Asset Search Demo

Interactive prototype for searching 20+ years of animation assets. Fuzzy search, smart filtering, and keyboard-first navigation.

ReactFuse.jsUX

Datadog Product Dashboard

Interactive case study: building a product-focused analytics view on top of Datadog RUM. From native dashboards to serverless HTML generation.

DatadogNetlifyAnalytics
WIP

Animation Studio Prototypes

Rapid prototypes for animation production tools — palette management, asset search, and more.

ReactViteCreative Tools
WIP

JTBD Interview System

Claude-powered research interview conductor with synthesis and opportunity identification. Structured interviews that surface real customer needs.

AIResearchJTBD
WIP

Product Coaching Skills

AI skills for product coaching based on Marty Cagan, Teresa Torres, and ODI frameworks. Helps teams adopt evidence-based product practices.

PMCoachingAI
WIP

Memory Store

Pattern recognition system for Claude that learns from sessions and surfaces relevant context. Persistent memory across conversations.

AIMemoryAgents
WIP

Morning Kickstart

Daily ritual automation integrating Things, Strava, and calendar data. Surfaces what matters each morning.

AutomationHabitsMCP

Asia Trip Planner

Real-time collaborative travel planner with Firebase sync. Built for our family trip.

PWAFirebaseTravel