Alternatives
Products that do what Reflect does
Create automated tests without writing a line of code
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Hi HN, Three years ago we launched Reflect (https://reflect.run), our no-code end-to-end testing platform, on HN. We're back to show you some new AI-powered features that we believe are a big step forward in the evolution in automated end-to-end testing. Specifically, these features raise the level of abstraction for test creation and maintenance. One of our new AI-powered features is something we call Prompt Steps. Normally in Reflect you create a test by recording your actions as you use your application, but with Prompt steps you define what you want tested by describing it in…
2023
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Autotab is a Chrome extension that writes Selenium code to mirror your actions as you navigate the browser. See it in action: https://youtu.be/UypAcozIaoo Autotab lets you create browser automations that actually work. We designed it around two principles: 1. Show, don’t tell: In a domain like web automation, it's often easier to *show* the model what you want rather than to explain it in sentences. 2. Code is the best output: Code is easy to inspect and enables manual tweaking of the model’s suggested actions. On top of that, code output avoids lock in and is straightforward…
2023 · autotab.com
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I spent a few hours last weekend testing whether AI can replace code by executing directly. Built a contact manager where every HTTP request goes to an LLM with three tools: database (SQLite), webResponse (HTML/JSON/JS), and updateMemory (feedback). No routes, no controllers, no business logic. The AI designs schemas on first request, generates UIs from paths alone, and evolves based on natural language feedback. It works—forms submit, data persists, APIs return JSON—but it's catastrophically slow (30-60s per request), absurdly expensive ($0.05/request), and has zero UI…
Nov 2025 · github.com
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