Designing Reliable Shopify → NetSuite Refund Integrations
How to design reliable Shopify-to-NetSuite refund workflows across cancellations, partial refunds, shipping, tax, discounts, tenders, idempotency, and reconciliation.
Read article →The field journal
Practical Architecture Writing
Practical architecture decisions, tradeoffs, and operating lessons from software that has to survive business change.
Browse all topics →Find the right article
Showing 5 of 49 articles
Latest writing
More practical architecture writing
What a Fractional CTO Actually Does for a Growing Business
A practical explanation of fractional CTO work: technical strategy, vendor review, architecture decisions, hiring support, risk reduction, and delivery oversight.
GIS and Data Tools for California Water and Agriculture Teams
How web-based GIS, shapefile tools, and operational dashboards can support California water agencies, agriculture teams, and local land management workflows.
How to Build a Safe AI Agent Around Business Data
A practical architecture for AI agents that can read business data, draft actions, and stay inside controlled permission boundaries.
API Monitoring for Revenue-Critical Order Flows
How to monitor order APIs, fulfillment integrations, payment flows, and background jobs before customers or finance discover the failure.