grpc-patterns
Protobuf schema design, streaming patterns, interceptor chains, deadline propagation, and error handling for gRPC services.
Protobuf schema design, streaming patterns, interceptor chains, deadline propagation, and error handling for gRPC services.
Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.
JPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.
Pod design patterns, sidecar containers, init containers, config management, rolling updates, and resource limits.
Problem-solving strategies for categories functors in category theory
Problem-solving strategies for limits colimits in category theory
Problem-solving strategies for natural transformations in category theory
Problem-solving strategies for banach spaces in functional analysis
Problem-solving strategies for channel capacity in information theory
Problem-solving strategies for source coding in information theory
Problem-solving strategies for vector spaces in linear algebra
Routes problems to appropriate mathematical frameworks using expert heuristics
Problem-solving strategies for sigma algebras in measure theory
Problem-solving strategies for boundary value problems in odes pdes
Problem-solving strategies for first order odes in odes pdes
Problem-solving strategies for constrained optimization in optimization
Problem-solving strategies for continuity in real analysis
Problem-solving strategies for connectedness in topology
Hierarchical memory organization for multi-session context retention. Wings (projects) > Rooms (domains) > Drawers (decisions). Semantic search across all memories with zero cloud dependency.