Advanced Architecture Patterns

Documentation status: guide — see Maturity and evidence.

Use advanced logiCells capabilities when they solve a concrete architectural problem and their maturity is explicit.

Useful advanced patterns

• Local/remote Runtime parity — keep the same application programming model while changing transport.
• Model-driven service publication — publish stable actions rather than duplicate the domain into a hand-maintained API.
• Event/process coordination — use events for observable change and process models for multi-step coordination.
• Persistent conceptual memory — use durable hypergraph execution when knowledge must survive process lifetime.
• Neuro-symbolic composition — let neural components rank or propose while symbolic rules retain authority over logical validity.
• Resident tensor execution — keep numerical state on an accelerator when transfer cost dominates repeated inference steps.
• Multi-agent governance — give each agent an explicit execution envelope, tools, memory scope and authority.

Maturity rule

A source-level capability is not automatically a public contract. Prefer pages marked reference for stable developer contracts, architecture for implemented mechanisms whose public surface may still evolve, and roadmap for future-facing design.