How is observability integrated into the guidelines?

The skill enforces the use of OpenTelemetry, DataDog, and specific logger patterns to ensure all backend operations are traceable and monitored.

What is the recommended approach for business logic?

The guidelines follow a layered architecture where tRPC procedures and queue processors must delegate all business logic to dedicated service files.

What technology stack does this skill support?

This skill is specifically designed for monorepos using Next.js 14, tRPC, Express, TypeScript, Prisma (PostgreSQL), ClickHouse, and BullMQ.

How does it handle multi-tenancy?

It provides standardized patterns for projectId filtering to ensure strict tenant isolation across both relational databases and analytics queries.

Does this skill include patterns for background tasks?

Yes, it includes detailed checklists and architectural layouts for creating BullMQ queue consumers, producers, and service-layer integration.

Langfuse Backend Development Guidelines

Name: Langfuse Backend Development Guidelines
Author: Microck

byMicrock

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API開発

Standardizes backend development within Langfuse’s Next.js 14, tRPC, and BullMQ monorepo architecture.

概要

This skill provides comprehensive guidance for building and maintaining the Langfuse backend, focusing on a layered architecture that bridges Next.js web applications and Express-based worker services. It enforces best practices for tRPC procedure delegation, multi-tenant isolation with PostgreSQL and ClickHouse, and robust observability using OpenTelemetry. By integrating these guidelines, developers can ensure consistency across API endpoints, queue processors, and service layers while maintaining high standards for security, validation, and testing within a complex TypeScript monorepo.

主な機能

Multi-tenant isolation strategies using dual-database systems (PostgreSQL + ClickHouse).
Integrated observability patterns using OpenTelemetry, DataDog, and traceException wrappers.
Comprehensive checklists for creating new features, public API endpoints, and queue workers.
Layered architecture patterns for tRPC procedures, REST APIs, and BullMQ processors.
Strict environment configuration and validation using Zod v4 and env.mjs.
81 GitHub stars

ユースケース

Implementing secure, multi-tenant data access and analytics for enterprise-grade applications.
Scaling a Next.js 14 monorepo with complex tRPC routers and background processing requirements.
Standardizing error handling and observability across distributed web and worker packages.

概要

主な機能

Multi-tenant isolation strategies using dual-database systems (PostgreSQL + ClickHouse).
Integrated observability patterns using OpenTelemetry, DataDog, and traceException wrappers.
Comprehensive checklists for creating new features, public API endpoints, and queue workers.
Layered architecture patterns for tRPC procedures, REST APIs, and BullMQ processors.
Strict environment configuration and validation using Zod v4 and env.mjs.
81 GitHub stars

ユースケース

Implementing secure, multi-tenant data access and analytics for enterprise-grade applications.
Scaling a Next.js 14 monorepo with complex tRPC routers and background processing requirements.
Standardizing error handling and observability across distributed web and worker packages.