Blog

Lessons from deploying production agentic workflows: moving past monolithic prompts toward modular state machines, deterministic circuit breakers, and bounded token budgets.

Engineering low-latency billing engines with WebSockets, microcontroller relays, and state reconciliation to eliminate revenue leakage in physical venue operations.

Why conventional accounting UX alienates micro-enterprises and everyday users, and how we engineered Catatmak around natural human recording psychology.

Architectural decisions, multi-sided marketplace dynamics, and stakeholder coordination lessons from building and launching VIAT in Banyumas.