Field Guide with Lab Notes
Building at the intersection of design, AI, commerce, and systems.
This is not a portfolio. Not a blog. It's a living operating manual— documentation of how I think, the methodologies I use, and the products I build.
Every framework here has been tested against real constraints. Every methodology has been refined through failure. Every build has taught me something I couldn't have learned any other way.
What's Inside
Navigate the documentation by topic or dive into specific builds.
How I Think
Mental models, principles, and decision-making frameworks. Emphasis on judgment, tradeoffs, and clarity.
ExploreMethodologies
Reusable playbooks: idea validation, assumption ledgers, technical feasibility triage, and more.
ExploreSystems & Architectures
Documented patterns reused across products. Data models, automation pipelines, multi-tenant systems.
ExploreBuilds & Experiments
Living entries for shipped, paused, and killed projects. What was hard, what changed my mind.
ExploreRecent Updates
Latest additions and changes to the field guide and lab notes.
Agentic Workflow Orchestration
Building reliable multi-agent systems with human checkpoints. Current focus: graceful degradation patterns.
Assumption Ledger Pattern
A systematic way to track and validate assumptions before they become embedded in architecture.
Commerce API Rate Limit Analysis
Framework for analyzing third-party API constraints before committing to an integration strategy.
Multi-tenant Data Isolation
Row-level security patterns that don't sacrifice developer experience. Shipped to production.
Constellation
An interconnected map of projects, methodologies, and themes. See how ideas connect and evolve over time.