“API testing”

Use when designing or reviewing API contracts, versioning decisions, and governance standards.

Tests Amazon MWAA workflow execution end-to-end: trigger a run and monitor it to completion for Provisioned (Python DAG, via Airflow REST API) and Serverless…

測試驗證階段，負責雙軌測試執行（pytest API 測試 + Playwright UI 測試）、Bug 追蹤與分類、測試覆蓋率報告產出，以及回歸測試策略制定。

Ginkgo/Gomega testing patterns for Konflux — test cleanup (envtest), Eventually/Consistently soft assertions, and helper conventions.

Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing

Design Ash regression tests or remove redundant test coupling.

Implement A/B testing with feature flags, experiment frameworks, and statistical analysis

Use when writing or reviewing tests in any stack — unit tables, API cases, or browser end-to-end flows.

Write deterministic tests that fail for real product defects.

Gud API - REST & GraphQL Client

gudlab

API client for VS Code, Cursor, Windsurf & other editors.

Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time.

Consumer-driven contract testing, OpenAPI spec drift validation, and breaking API change detection for microservices.

dbt testing strategies using dbt_constraints for database-level enforcement, generic tests, and singular tests.

Meta Conversions API (CAPI) Setup Reference — architecture, event types, customer information hashing, deduplication, implementation examples, AEM, and testing

Choose proportional OpenClaw tests/checks, diagnose failures, route environment-sensitive or release proof to its owner.

Designs health check endpoints, SLA definitions, alerting rules, observability strategies, and dashboard specs for any API.

Write, fix, and run unit tests for Flutter and Dart code — services, repositories, models, use cases, Retrofit/Dio API clients, freezed and json_serializable…

Write unit and integration tests for Angular v20+ applications using Vitest or Jasmine with TestBed and modern testing patterns.

Perform QA testing on running web applications using cmux_browser.

Process tree test results — findability, success/directness scores, path analysis.

AI-powered E2E web testing — eyes and hands for AI coding tools.

Integrate third-party APIs correctly — auth patterns, retry/backoff, pagination, rate limits, idempotency, and contract testing.

Kurlo

kurlo.devOfficial

Run, write and test the API requests saved in a Kurlo workspace, the open source API client.

AI-driven testing agent that auto-discovers, generates, executes, evaluates, and fixes tests for any project type