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Practical articles grounded in production systems, public products, engineering labs, and prototypes.
Architecture notes from building a multi-tenant invoicing MVP with organization ownership, invoice workflows, manual payments, generated documents, background jobs, and audit visibility.
How to separate itinerary structure, destination data, traveler choices, price snapshots, and cost calculation in a travel-planning product.
How customer, provider, and admin permissions should interact with booking states, notifications, payment coordination, and recovery paths.
Why production AI agents need permissions, state machines, audit trails, approval gates, retries, and recovery paths before they can safely act inside real systems.
Why production systems need explicit recovery paths for failed forms, retries, stale state, background jobs, and operational handoffs.
A technical approach to building lightweight CMS platforms with reusable sections, simple admin workflows, and deployment constraints in mind.