Articles & Deep Dives
Long-form breakdowns of integration patterns, ERP–eCommerce setups, and scalable architectures. Practical knowledge from real projects.
PIM Integration Patterns That Actually Work in Production
PIM integration looks simple in demos — until attribute mapping breaks your catalog sync at 50,000 SKUs. Learn the production patterns for catalog sync, multi-channel publishing, and the ownership boundaries that prevent silent data corruption.
UCP April 2026: Cart, Catalog, and Signals Change Everything
The Universal Commerce Protocol just shipped its biggest release yet: cart management, catalog search, product lookup, and a signals framework for fraud prevention. I broke down 27 new schemas, 5 breaking changes, and the architectural implications for teams building commerce integrations.
Visa VIC vs UCP: Two Competing Visions for Agentic Commerce
Visa published their VIC reference agent — a 5-microservice demo of AI-driven shopping with tokenized payments. I dissected the architecture, compared it to UCP and other open protocols, and found a fundamental design tension: card networks optimize for payment security, open protocols optimize for merchant flexibility.
How to Sync 1M Products in Under 30 Seconds
Syncing a million products sounds impossible in under 30 seconds. Here’s the five-layer architecture that makes large-scale product sync work: delta detection, chunked streaming, parallel batch upserts, backpressure, and reconciliation.
Polling vs Webhooks: How to Choose the Right Integration Trigger
The polling vs webhooks debate has a clear winner in most integration projects — and it's neither. Learn the real trade-offs, the hybrid pattern that survives production, and a 5-question decision framework for choosing the right trigger strategy.
A 2 AM Integration Failure That Changed How I Design Systems Forever
Black Friday exposed a hidden architectural mistake: using eCommerce as the integration bridge. Here’s why it breaks at scale — and the rule I follow now.
How Slow ERP Sync Silently Kills eCommerce Revenue
Slow ERP synchronization doesn’t cause outages — it causes revenue drift. Here’s how latency breaks inventory, fulfillment, and finance without triggering alarms.
Idempotency: The #1 Rule of Safe Integrations Teams Ignore
Duplicate requests don’t look like outages — they look like “everything worked” twice. Learn how idempotency prevents double orders, double charges, and event replays that silently break production systems.
REST vs SOAP vs GraphQL: What Wins for Integrations in 2025?
A senior-architect framework for choosing REST, SOAP, or GraphQL in 2025—plus where GraphQL fits best as an API aggregation layer, common anti-patterns, and performance/observability traps.