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Engineering E-Commerce,
Search & AI

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

Latest articles
At a Crossroads, Take a Broader View
Architecture · 9 min read

At a Crossroads, Take a Broader View

SAP Commerce expertise is less niche than it seems: its core concepts map to widely used e-commerce patterns, Java technologies, and transferable architecture skills.

Rauf Aliev
Rauf Aliev
King. Dethroned.
E-Commerce · 13 min read

King. Dethroned.

Myles Bunbury examines why SAP Commerce Cloud lost its Forrester Wave leader position in 2020 and what that meant for the platform.

Myles Bunbury
Myles Bunbury
SAP Commerce Platform · 9 min read

Using Native SQL in SAP Commerce Cloud (Hybris)

A practical look at when and how to use native SQL in SAP Commerce Cloud, including JDBC access, caching, FlexibleSearch restrictions, and caveats.

Rauf Aliev
Rauf Aliev
What Does History Tell Us About The Upgrade Potential Of The Pending SAP Commerce Cloud v2005 Release? — Part 2
Release Notes · 5 min read

What Does History Tell Us About The Upgrade Potential Of The Pending SAP Commerce Cloud v2005 Release? — Part 2

A follow-up analysis of SAP Commerce Cloud v2005 release timing, support lifecycle changes, and what they imply for upgrade planning.

Myles Bunbury
Myles Bunbury
What Does History Tell Us About The Upgrade Potential Of The Pending SAP Commerce Cloud v2005 Release? — Part 1
Release Notes · 17 min read

What Does History Tell Us About The Upgrade Potential Of The Pending SAP Commerce Cloud v2005 Release? — Part 1

A historical analysis of SAP Commerce Cloud version adoption patterns and what they suggested for the pending v2005 release.

Myles Bunbury
Myles Bunbury
Troubleshooting Cronjob Issues (HMC, Triggers, etc.)
SAP Commerce Platform · 4 min read

Troubleshooting Cronjob Issues (HMC, Triggers, etc.)

A practical guide to diagnosing SAP Commerce cronjob scheduling issues caused by HMC trigger values and failed TriggerTask items.

Rauf Aliev
Rauf Aliev
Concurrent Update of SAP Commerce Cloud Item Relations
SAP Commerce Platform · 4 min read

Concurrent Update of SAP Commerce Cloud Item Relations

How SAP Commerce Cloud relation updates can trigger optimistic locking conflicts, and how to disable unnecessary last-modified updates.

Rauf Aliev
Rauf Aliev
Part 3. Performance Scripting: Writing Load Generators from Scratch
Performance · 13 min read

Part 3. Performance Scripting: Writing Load Generators from Scratch

How to build a Python asyncio-based load generator from scratch for SAP Commerce Cloud API performance and concurrency testing.

Rauf Aliev
Rauf Aliev
Part 2. Performance Testing Tools: Tsung
Testing · 11 min read

Part 2. Performance Testing Tools: Tsung

A practical walkthrough of using Tsung for high-volume SAP Commerce Cloud performance testing, including configuration, load phases, and result analysis.

Rauf Aliev
Rauf Aliev
Part 1. SAP Commerce Cloud Performance Testing Tools: Apache JMeter
Testing · 7 min read

Part 1. SAP Commerce Cloud Performance Testing Tools: Apache JMeter

A practical guide to using Apache JMeter for SAP Commerce Cloud API and storefront performance testing, including dynamic payloads, OAuth, CSRF, and sessions.

Rauf Aliev
Rauf Aliev
Fixing Oops with JGroups: Advanced Clustering for SAP Commerce Cloud
SAP Commerce Platform · 13 min read

Fixing Oops with JGroups: Advanced Clustering for SAP Commerce Cloud

A practical deep dive into SAP Commerce Cloud clustering, JGroups discovery, JDBC_PING, KUBE_PING, failure detection, and troubleshooting.

Rauf Aliev
Rauf Aliev
SAP Commerce: Reducing Compile Time
DevOps · 3 min read

SAP Commerce: Reducing Compile Time

A custom Ant macrodef approach for reducing SAP Commerce build time by running build callbacks only for changed extensions.

Aleksandr Romanov
Aleksandr Romanov