Loadmill – Run Load Tests with Real Crowdsourced Traffic

In plain words

Loadmill converts Jira stories and plain-English requirements into automated test flows for web and mobile applications. It uses AI agents to generate executable tests without requiring manual automation code, reducing reliance on fragile UI selectors that break with interface changes. Teams can design, review, and manage tests in a single platform, then run them headlessly. The tool targets QA teams struggling with slow and maintenance-heavy traditional mobile testing automation.

written from the facts on this page · September 2026

From the sources

Turn Jira stories, epics, and plain-English requirements into executable flows across web and mobile platforms. Traditional mobile automation is slow to expand and painful to maintain. UI changes break selector-based scripts, and teams spend cycles fixing tests instead of increasing coverage. The real bottleneck is translating test intent into reliable automation. Turn high-level scenarios into executable scripts without writing automation code. Reduce dependence on brittle locators and UI hierarchies that constantly change. Design, review, run, and manage tests in one place, then run headlessly in CI. Describe a scenario such as "test signup with valid and invalid email flows" and the…from loadmill.com

• 
  Why write code if the LLM can just do the thing? (web app experiment)Nov 2025 · github.com · ▲436

  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…

• 
  Gatling AI Assistant for VS CodeOct 2025 · marketplace.visualstudio.com · ▲103

  AI-powered load testing, right inside your IDE

• DA
  Deltix – AI Driven TestingAug 2026 · app.deltix.ai · ▲54

  Write a task in plain English. An AI agent runs it on a simulator on your Mac and tells you if a real user could complete it. Save the successful run as a regression check you can replay later.

• 
  QwarmFeb 2026 · qwarm.ai · ▲73

  Write tests in plain English AI agents run them in browsers

• 
  SprintZen2025 · sprintzen.app · ▲48

  Hey HN, we're launching SprintZen – an AI-powered test case management platform that helps teams write, organize, and sync tests without the mess. It generates test cases from user stories or PRs, integrates with Jira, Linear, and Monday, and auto-reports bugs. We built this after working with 15+ startups (YC-backed and others) and seeing how painful test maintenance can get. Would love your feedback. To try this out you can create your account here - https://on.sprintzen.app/login

• LA
  Loadjitsu – a modern load testing alternative to JMeter2022 · loadjitsu.com · ▲67

  Please meet Loadjitsu, my weekend project, years in the making. Over the years while building different apps and sites, I always felt that I need a modern load testing software.Tools like JMeter, ab are not very easy to use and it seems innovation in load testing which is a crucial part of any software release cycle has been ignored. This is my third attempt at making Loadjitsu, I am so glad that I can finaly release this. A bit more about the software 1. Powered by golang you can run load tests for tens of thousands of connections per second on very average hardware. 2. Cross platform, run…

• 
  WallHop – 12ft.io is gone, so I built a replacement▲287

  wallhop is a free paywall bypass. Paste any article link to read it without paywall popups, ads or clutter. No signup, no extension. A simple 12ft.io alternative.

  Growth · 12d ago · wallhop.io

• 
  Prefer▲201

  The execution layer for AEO

  Growth · 23d ago · tryprefer.com

• 
  MakerMap▲197

  A living map of makers and what they’re building

  Growth · 27d ago · makermap.lol

• 
  Muzzle▲1,120

  Silence embarrassing notifications while screensharing

  Life & fun · 2017 · muzzleapp.com

• 
  Real Pitch Decks From 40+ Top Startups▲935

  A collection of startup pitch decks that raised $1.4 Billion

  Commerce · 2017 · dconstrct.com

• 
  Spotify.me▲891

  Beautiful analytics on your Spotify listening habits 🎧

  Life & fun · 2017 · open.spotify.com

• 
  Abstract▲837

  Design collaboration without the chaos

  Dev tools · 2017 · abstract.com

• 
  Hoodmaps▲792

  Crowdsourced neighborhood 🗺 maps to navigate a city 💫

  Life & fun · 2017 · hoodmaps.com

• 
  Hire, by Google▲684

  A new service for helping businesses recruit

  Work · 2017 · hire.google.com