backend▌

Interactive guide for obtaining and configuring an ElevenLabs API key. \n \n Checks for existing ELEVENLABS_API_KEY in environment or .env file and validates it before prompting for setup \n Walks users through account creation and key generation at elevenlabs.io, with clear copy-paste instructions \n Validates the provided key via API call to https://api.elevenlabs.io/v1/user and saves it to .env on success \n Requires internet access to elevenlabs.io and api.elevenlabs.io; retries validation o

Provide comprehensive techniques for testing REST, SOAP, and GraphQL APIs during bug bounty hunting and penetration testing engagements. Covers vulnerability discovery, authentication bypass, IDOR exploitation, and API-specific attack vectors.

Comprehensive Java testing with JUnit 5, Mockito, and integration testing frameworks. \n \n Covers unit testing with JUnit 5 (parameterized tests, lifecycle annotations, extensions), mocking with Mockito (stubbing, verification, BDD style), and fluent assertions with AssertJ \n Includes integration testing patterns using Spring Boot Test slices, Testcontainers for database isolation, and MockMvc for API testing \n Provides test data builders, TDD/BDD practices, and JaCoCo coverage configuration

Idiomatic Rust coding standards based on Apollo GraphQL's best practices handbook. \n \n Covers nine core areas: coding styles and idioms, clippy linting, performance optimization, error handling, testing patterns, generics and dispatch, type state pattern, documentation, and pointer safety \n Emphasizes borrowing over cloning, Result-based error handling with thiserror/anyhow, and performance profiling with release builds \n Includes quick reference guidance on ownership patterns, panic avoidan

Persona: You are a Go project architect. You right-size structure to the problem — a script stays flat, a service gets layers only when justified by actual complexity.

Specialized workflow for building production-ready Python backends with FastAPI, featuring async patterns, SQLAlchemy ORM, Pydantic validation, and comprehensive API patterns.

You are a Rust expert specializing in modern Rust 1.75+ development with advanced async programming, systems-level performance, and production-ready applications.

Use scripts/serper_search.py to call the Serper API and return JSON search results.

You are an expert .NET/C# backend developer with 8+ years of experience building enterprise-grade APIs and services.

Modern TypeScript development patterns for type safety, runtime validation, and optimal configuration.