Advanced Architecture

Single-writer pipelines, state machines, identity-based records, caching, timing, and bytecode-aware design.

Scale a working script with single-writer pipelines, state machines, identity-based records, caching, timing, and bytecode-aware design.

---

Work through these pages in order the first time. Return directly to any page later as a reference.

• Design around one-cycle state transitions

• Single-writer output pipeline

• State machines

• Exclusive state routing

• Edit, view, and save are different operations

• Keep settings with the right object

• Table-driven behavior

• Fixed-point calculations

• Cumulative path/pattern calculations

• Detection/state precedence

• Timing without blocking loops

• Event-driven input routing

• Dirty flags and caching

• Function boundaries

• Performance budget

• Bytecode-aware optimization

• Advanced review checklist