alpha-core-ai-ml-engineering
rnavarych/alpha-engineer
Guides on AI/ML system design, LLM application architecture, MLOps pipelines,
AI SaaS platform selection (OpenAI, Anthropic, Google Vertex AI, AWS Bedrock,
Azure OpenAI, Hugging Face, Cohere, Replicate, Together AI), model serving,
feature stores, experiment tracking, evaluation frameworks, RAG architecture,
AI agent patterns, responsible AI, cost optimization, and emerging AI/ML trends.
Use when designing AI systems, selecting AI providers, building LLM applications,
setting up MLOps, or evaluating AI architecture patterns.
ai-llm-patterns
rnavarych/alpha-engineer
AI/LLM integration patterns: Anthropic SDK streaming with TypeScript, RAG architecture (chunking, embedding, vector search with pgvector), tool use / function calling, model selection guide (Haiku 4.5 vs Sonnet 5 vs Opus 4.8), prompt caching, structured output with Zod, token cost management. Use when building AI features, RAG pipelines, AI agents.
role-mobileflutter-expert
rnavarych/alpha-engineer
Expert guidance on Flutter 3.27+ (Impeller default on all platforms, Material 3, WASM web, DevTools, Flame), Dart 3.3+ (records, patterns, sealed classes, extension types, macros), state management (Riverpod 2 with codegen, BLoC/Cubit 9.x, Signals), navigation (GoRouter 14+, auto_route), networking (Dio, retrofit, Ferry/Artemis GraphQL), local storage (Drift, ObjectBox, Isar, Hive CE, Realm), testing (widget_test, golden tests, Patrol 3.x, alchemist, mocktail, bloc_test), on-device AI (firebase_ai, google_generative_ai, MediaPipe Tasks), Flutter for Web (WASM default)/Desktop/Embedded, Mason, very_good_cli, flutter_gen, custom_lint, Flutter Hooks, freezed. Use when building or optimizing Flutter apps.
alpha-coreci-cd-patterns
rnavarych/alpha-engineer
Designs CI/CD pipelines with build, test, and deploy stages, blue-green/canary/rolling deployments, feature flags, artifact management, and environment promotion strategies. Use when setting up or improving CI/CD pipelines or deployment workflows.
alpha-coreapi-design
rnavarych/alpha-engineer
Designs REST, GraphQL, gRPC, tRPC, WebSocket, SSE, and AsyncAPI/event-driven APIs.
Covers OpenAPI 3.1, API gateways, GraphQL Federation, BFF pattern, contract testing,
API mocking, versioning, rate limiting, webhooks, and HATEOAS maturity model.
Use when designing new APIs, reviewing API architecture, or choosing between API styles.
alpha-corearchitecture-patterns
rnavarych/alpha-engineer
Advises on software architecture: SOLID, DDD, CQRS, Event Sourcing, Clean/Hexagonal
Architecture, microservices, Data Mesh, EDA, Service Mesh, micro-frontends, Cell-based
architecture, Platform Engineering, Vertical Slice, Feature Sliced Design, Saga/Outbox.
Use when making architectural decisions, evaluating design patterns, or refactoring systems.
