Field notes
Anonymised notes from Magento, Adobe Commerce, and Odoo engagements. Specifics are abstracted; the patterns are real.
Patterns we see across engagements
Founder-led work on Magento, Adobe Commerce, and Odoo for retail and e-commerce teams. The notes below abstract away client identifiers; the technical and operational patterns are what we actually saw.
AI-Powered Testing for Large EU Retailer
Challenge
Reduce deployment time and defects while maintaining quality across a complex e-commerce platform with thousands of test scenarios.
Solution
Implemented AI-generated functional test suite using advanced LLMs to automatically create, maintain, and execute comprehensive test scenarios.
Technologies Used
"The AI-generated test suite transformed our QA process. We deploy faster with more confidence than ever before."
Results
Custom B2B Platform with Personalized Experience
Challenge
Create a modern B2B platform with personalized product catalogs, complex pricing rules, and real-time SAP integration.
Solution
Built custom B2B platform with PWA frontend for mobile-first experience and Golang microservices handling SAP integration and personalization engine.
Technologies Used
"The personalized product lists and seamless SAP integration have revolutionized how our B2B customers order from us."
Results
Fashion Retailer Platform Migration
Challenge
Migrate from legacy Magento 1 to Adobe Commerce while maintaining 100% uptime during peak season.
Solution
Implemented a phased migration strategy with custom data migration tools and performance optimization.
Technologies Used
"The migration was flawless. We saw immediate improvements in performance and our customers love the new experience."
Results
Patterns we look for across engagements
Production behaviour after stabilisation