by Han Ho | Aug 31, 2026 | Engineering Deep Dives
“Why did this price change?” It’s the most innocent question in commerce ops. It’s also the fastest way to discover how much of your system is held together by vibes. In the classic integration world, the answer is usually: check ERP logs check marketplace logs check...
by Thien Trinh Duc | Jul 31, 2026 | Engineering Deep Dives
Every team has that one “small script”. You know the one. It starts as: “just normalize some SKUs” Then becomes: “also fix categories” “also map attributes” “also call this API” “also log everything” “also retry but not too much” “also, please don’t break on weekends”...
by Tuyen Nguyen | Jun 30, 2026 | Engineering Deep Dives
Channel onboarding has a long-standing “classic” workflow: read a wiki page copy credentials into a config file set 14 environment variables run a script discover you missed variable #11 repeat until you achieve enlightenment (or madness) That’s not a rite of passage...
by Thien Trinh Duc | May 31, 2026 | Engineering Deep Dives
Most “AI features” today fall into one of two categories: A chat widget taped onto the side of a product A content generator that writes… more content Useful sometimes. Rarely operational. Commerce operations are a different beast. They’re messy, time-sensitive, and...
by Dinh Vo | Apr 30, 2026 | Engineering Deep Dives
A commerce integration is basically a factory line. products enter the line rules, transforms, enrichments happen results leave the line every once in a while something catches fire In the “classic” world, factories get optimized with time studies: where do workers...
by Nhi Ngo | Mar 31, 2026 | Engineering Deep Dives
You know the classic debugging ritual: Something breaks on a marketplace at 02:00. You open logs. You search for an order ID. You find five different “order IDs” because *everything* uses a different identifier. You start guessing. It’s a proud tradition. It’s also…...
by Marc Costea | Feb 28, 2026 | Product Updates
A platform reaches a certain point where “features” aren’t the bottleneck anymore. Operations is. You can have the best pipeline logic in the world, but if teams can’t: manage credentials safely inspect and control queue storages configure routing logic without fear...
by Dinh Vo | Jan 31, 2026 | Product Updates
Every integration engineer has done this dance: change a mapping run the pipeline wait see a failure change a field run again wait again discover the failure is in a completely different step It’s not that we love it. It’s just how pipelines have traditionally been...
by Tuyen Nguyen | Dec 31, 2025 | Product Updates
Commerce marketplaces are not playgrounds. If you’ve integrated with them long enough, you learn a cautious habit: Never create or overwrite things by accident. December’s connector work embraces that cautious, battle-earned mindset with an important milestone:...
by Man T. Huu | Nov 30, 2025 | Product Updates
Every integration platform eventually faces the same moment. A pipeline fails in production. Not in a “dev environment” way. In a “customers are waiting and the marketplace clock is ticking” way. At that moment, the platform needs two qualities: Honest error handling...
