“API testing”

Quality scoring and progressive gates for AI-generated API tests.

Guidelines for testing internal API endpoints and Gemini SDK features locally using standalone scripts.

Turn manual cases into Playwright E2E automation run in a browser: page objects, helpers, bug evidence, reports.

QA agent that tests code changes by classifying them as frontend/backend/both, using agent-browser for UI testing and curl for API testing.

Design and diagnose Endly integration and e2e tests with isolated fixtures, sequence-backed IDs, API and database assertions, and focused reruns.

Backend testing guide — unit, integration, API contract, database, load testing

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program.

Generates client SDK code, API wrapper libraries, request/response models, and language-specific usage patterns for any REST API.

Designs event-driven architectures, webhook systems, API chaining flows, ETL pipelines, and integration patterns between services.

Experiment setup, variant splitting, statistical significance, and feature flag integration.

Use when reviewing PRs for the TypeScript Delivery SDK—API, tests, bundler impact, semver.

Regression testing strategies for AI-assisted development.

API authorization matrix — roles, IDOR/BOLA, BFLA, mass-assignment.

Production-oriented Python/FastAPI backend workflow for Hamnavaz, covering async boundaries, SQLAlchemy 2.x, Pydantic v2, authentication, testing, API design…

Audit established domain terms across glossaries, ADRs, code, schemas, APIs, tests, UI, and external contracts.

Helps agents discover and load the right CHERENKOV skill for any task — API testing, HITL review, MCP setup, certification, and more.

Regression testing strategies for AI-assisted development.

Use for SplitShare security review, filesystem attack cases, transfer robustness, API integration tests, Playwright E2E, or release acceptance evidence.

Django testing strategies with pytest-django, TDD methodology, factory_boy, mocking, coverage, and testing Django REST Framework APIs.

Regression testing strategies for AI-assisted development.

Test AI-powered features including LLM prompts, tool calls, nondeterministic outputs, evaluation frameworks, and hallucination risk assessment.

Test authorized web, API, authentication, and AI-assisted application boundaries with Hercules when a specific application weakness or workflow needs focused…

Designs GraphQL schemas, resolvers, query/mutation/subscription patterns, and protobuf definitions for gRPC services.

Use when mapping, comparing, or systematically testing an API surface.