Agents
Research, write, and defend your own essay. A supervised harness that frames the question, researches, drafts a scaffold, has an independent reviewer check it, then helps YOU write it in your own words — and before you submit it checks word-count compliance and that every citation resolves to a real source. Paste your notes or a Google Doc/Drive link (file or folder). Not a humanizer, no fake AI score — the point is work that's genuinely yours.
Point it at your repo (or a specific change) and it scaffolds a unit-test suite for you — auto-detects your runner (Jest/Vitest, pytest, Go, XCTest, JUnit/Kotest), writes idiomatic AAA tests matching your conventions, then RUNS them and fixes test-side failures until green. It never edits your source — a real bug is reported, not papered over. Zero config.
Point it at your native Android repo and it scaffolds a complete Espresso instrumented E2E UI-test suite for you — discovers your screens (Activities, Fragments, Compose), plans the android:id / testTag tagging, and generates a base test class, ready-to-run per-screen specs, server-side error-state specs, and the Gradle stability config. Zero config.
Point it at your native iOS repo and it scaffolds a complete XCUITest E2E UI-test suite for you — discovers your screens (SwiftUI + UIKit), plans the accessibilityIdentifier tagging, and generates a base test case, ready-to-run per-screen specs, server-side error-state specs, and the scheme/test-plan steps. Zero config.
Point it at your web repo and it scaffolds a complete Playwright E2E UI-test suite for you — auto-detects your router (Nuxt / Next / Vue Router / React Router), discovers your routes, plans the data-testid tagging, and generates ready-to-run mock-backed and real-backend specs, a playwright.config, and a login setup project. Zero config.
Point it at your React Native repo and it scaffolds a complete Maestro E2E UI-test suite for you — auto-detects your navigator, discovers your screens, plans the testID tagging, and generates ready-to-run Maestro flows with happy-path and server-side error-state coverage, a login subflow, and mock-control helpers. Zero config.
Mobile Mock Server — Auto-Scaffolded from Your Own API Calls React Native / iOS / Android: One-Command Mock Server for UI Tests ``` Why: leads with the outcome ("auto-generate a mock API server"), names the audience (mobile) and the use (UI tests / API), so it's searchable.