JNZader-Vault
Official@jnzader-vault
Offers comprehensive architectural patterns for backend systems, distributed services, and full-stack development across Java, Go, and Rust ecosystems.
Agent Skills by JNZader-Vault
Showing 85 vetted skills indexed across 1 GitHub repositories.
JNZader-Vaultprompt-improver
Analyze, research, question, and execute ambiguous user prompts.
JNZader-Vaultlangchain
Build LLM chains, agents, and RAG systems with LangChain and LangGraph.
JNZader-Vaultanalytics-spring
Track analytics events across GA4, Mixpanel, Amplitude, and Segment in Spring Boot.
JNZader-Vaultmlflow
Manage ML experiments, model registries, and deployments using MLflow.
JNZader-Vaultanalytics-concepts
Explain product analytics concepts including event tracking, funnels, and cohorts.
JNZader-Vaultpowerbi
Develop Power BI solutions with DAX measures, Power Query transformations, and dashboard designs.
JNZader-Vaultai-ml
Build FastAPI AI/ML services with LangChain and ONNX model export.
JNZader-Vaultonnx-inference
Deploys ML models across Python, Rust, and Go using ONNX Runtime with quantization and graph transformations for edge scenarios.
JNZader-Vaultvector-db
Create and query vector databases for RAG and semantic search.
JNZader-Vaultpytorch
Trains PyTorch and Lightning autoencoder and Transformer models for sensor data analysis and forecasting.
JNZader-Vaultduckdb-analytics
Query Parquet files and S3 data lakes with DuckDB for OLAP analytics.
JNZader-Vaultscikit-learn
Implement classical machine learning algorithms for tabular data with scikit-learn.
JNZader-Vaultmqtt-rumqttc
Implement MQTT pub/sub, QoS, and LWT patterns in Rust with rumqttc.
JNZader-Vaulttokio-async
Implement asynchronous Rust patterns with Tokio for concurrency and inter-task communication.
JNZader-Vaultmodbus-protocol
Implement Modbus protocol in Rust, Go, and Python for PLC data exchange.
JNZader-Vaultrust-systems
Build Rust edge systems with Tokio, Modbus, MQTT, and Axum.
JNZader-Vaultredis-cache
Implement Redis caching, sessions, pub/sub, rate limiting, and distributed locks.
JNZader-Vaultsqlite-embedded
Provide embedded SQLite storage with sync queue patterns for offline-first applications.
JNZader-Vaultpgx-postgres
Implement Go PostgreSQL patterns with pgx v5 for pooling, transactions, and multi-tenancy.
JNZader-Vaultgraph-spring
Integrate Spring Boot applications with Neo4j, AWS Neptune, and ArangoDB graph databases.
JNZader-Vaulttimescaledb
Set up and query TimescaleDB hypertables with continuous aggregates and compression.
JNZader-Vaultgraph-databases
Explain graph database concepts with Cypher and Gremlin query examples.
JNZader-Vaultfrontend-web
Create Astro projects with React, Mantine UI, and TanStack Query.
JNZader-Vaultzod-validation
Validate TypeScript data structures at runtime using Zod schemas.
Frequently Asked Questions About JNZader-Vault
FAQPage SchemaWhat specific backend architectures are supported by JNZader-Vault?▼
The registry provides patterns for Spring Boot 4.0, Go-based microservices using Chi, and asynchronous FastAPI services. It includes specialized guidance for GraphQL implementations, gRPC service configuration, and Backend-for-Frontend (BFF) patterns to optimize client-specific data delivery.
Which programming languages and runtimes are covered?▼
The manifest focuses on Java 21+ for enterprise Spring Boot, Go for high-performance backend services, and Rust for systems-level edge development. It also supports TypeScript for frontend interfaces using React, Astro, and Mantine UI components.
How are observability and reliability integrated into these services?▼
Reliability is managed through OpenTelemetry for distributed tracing, chaos engineering experiments for fault injection, and standardized RFC 7807 error handling. Infrastructure support includes Docker multi-stage builds, Kubernetes manifest management, and Traefik reverse proxy configurations.