Blog
Technical field notes on application architecture, backend APIs, workflow reliability, monitoring, automation, distributed systems, CMS platforms, and engineering experiments.
Articles
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 validation, throttling, movement thresholds, route projections, stale-location rules, and background processing improve location-tracking systems.
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.