Deep-dive articles on e-commerce architecture, search technology, AI, and the engineering behind complex systems.

Hybris FlexibleSearch can cache time-dependent queries incorrectly; use query parameters and rounded timestamps to avoid stale results.

A practical guide to SAP Commerce stock-level integration with WMS/ERP systems, covering reserves, discrepancies, bulk updates, bundles, and availability rules.

A practical way to clone a Hybris 6.1 development instance quickly by copying mutable files and symlinking shared folders.

Shows how ServiceLayer Direct and prebuilt lookup tables can speed up high-volume SAP Commerce data imports by reducing lookup and model-loading overhead.

A proof of concept for integrating hybris with PredictionIO to recommend complementary product categories from historical order data.

A proof of concept showing how Microsoft Bot Framework can connect SAP Commerce (hybris) to Skype, Facebook Messenger, and other chatbot channels.

A reference of useful global JSP variables available in hybris storefront templates, with examples and debugging tips.

A proof of concept showing how to integrate hybris with Facebook Messenger for order notifications and two-way customer communication.

Two practical approaches for integrating AngularJS 2 with hybris storefronts and CMS content slots.

A reference map of SAP Commerce CMS templates, JSP pages, fragments, tags, slots, and message keys for storefront development.
A quick guide to managing and executing hybris CronJobs from the console during development and testing.

A command-line utility for inspecting and changing hybris Log4j 2 logging settings at runtime without restarting the server.