MJawad Zeineddine
AI-Native Engineer | SaaS, AI & Production Systems
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One release lesson from a benefits/membership platform I built: engineering green is not the same as launch-ready.
The stack spans customer, merchant and admin Flutter apps, a web admin surface, Firebase Auth, Firestore and Cloud Functions. The release process is intentionally...
One production ecommerce lesson from Loosh Boutique: treat the browser as a convenience layer, not the source of truth.
The React storefront keeps guest conveniences locally. Price/discount calculation, delivery eligibility, stock validation + row locking, reservations,...
A release habit I keep using on full-stack products: a passing build is only one gate.
On GoPilot Express, I tightened the path from code change to release around backend regression checks, TypeScript lint/unit/build verification, desktop and mobile browser journeys, release...
One reliability pattern I use in Revenue Ops Control: keep browser state, orchestration, and verification separate.
The setup is deliberately boring:
• GitHub is an auditable command bus.
• A local agent keeps the authenticated browser session on the machine.
• Browser actions...