AI Engineer trying to build stuff

productHunt

Vidushee Geetam • Peerlist

Product Marketing @QApilot

Product Marketer @QApilot. Building the quality layer for mobile apps.

<h3>AI-Native Android Automation</h3>QApilot MCP CLI enables you to automate real Android devices and emulators by interacting with AI clients like Claude, Cursor, or any MCP-compatible client. This powerful tool allows you to describe test flows in plain English, eliminating the need for traditional Appium coding.<ul><li>Automate Real Devices &amp; Emulators: Seamlessly control physical Android devices and emulators.</li><li>AI-Powered Test Descriptions: Write test cases in natural language, making automation accessible to everyone.</li><li>MCP Integration: Works with popular AI clients such as Claude, Cursor, and Codex.</li><li>No Appium Code Required: Focus on describing your test flows, not writing complex code.</li><li>Comprehensive CLI Guide: Detailed instructions cover prerequisites, installation, Appium setup, AI client configuration, registration, login, recording steps, live preview, accepting steps, executing saved test cases, and generating reports.</li><li>Key Features: Includes tools for mobile signup, login, session management, project selection, device interaction, app launching, test execution, reporting, and more.</li></ul>Get started quickly with clear prerequisites including Node.js, Java JDK, Android SDK, a device or emulator, and Appium. The installation process is straightforward, and the CLI provides commands for setting up Appium and configuring your AI client.Record test steps by simply describing actions like tapping, typing, and navigating. QApilot MCP translates these descriptions into executable test flows. Monitor your tests in real-time with a live preview and save your successful test cases for future replay.Generate detailed reports after each session, including step results, screenshots, and errors. Join the Slack community for support and to connect with other QApilot MCP users.

QApilot MCP CLI Guide. Android Automation

Observer: AI-powered observability inside your editorI built Observer to solve my own problem: the constant context-switching between my IDE and PostHog was killing my flow. Every backend log check meant leaving my editor, writing a query, scrolling through results, and trying to remember what I was debugging in the first place.It started as a simple log viewer in VS Code. Once I had live events streaming in, the natural next step was an AI analysis layer that runs every 30 seconds to surface anomalies automatically. I then added chat so I could ask follow-up questions about specific logs without ever leaving my code.Zero config. Plug in your keys and go.What's live Real-time log streaming, AI-powered anomaly detection, conversational debugging, all inside VS Code.What's next<ul><li>Platforms: Datadog, Sentry, Grafana</li><li>AI models: Anthropic, Gemini</li></ul>Would love to hear from this community: what observability tools do you wish lived inside your editor? What's missing from the current dev workflow?

Observer

AppCrawler is an Android Studio plugin that turns your project into an interactive navigation map in minutes. Instead of reading through dozens of files to understand how screens connect, you get a visual overview of your entire app structure with a single click Useful for onboarding, refactoring, and QA planning. No more manual tracing or outdated diagrams.

AppCrawler | Mobile Agents

Building AI @ QApilot

Get an instant AI-powered audit of your landing page based on best conversion practices. Covers design, copy, CTAs, trust signals, pricing, and more.

Autter - Landing page auditor

AI Agent Cost Calculator is a powerful business application designed to provide accurate cost estimates for building AI agent systems. This tool offers three implementation plans—Low, Medium, and High cost—allowing users to compare and select the best option for their needs. With detailed agent flow breakdowns and model selection reasoning, users can make informed decisions about their AI projects. The calculator supports over 30 AI models, including popular options like OpenAI and Claude, ensuring comprehensive coverage of available technologies. Additionally, it provides token usage estimates to help manage costs effectively. This application is accessible on any operating system and requires JavaScript and HTML5 for optimal performance. Rated highly by users, it is a free tool that empowers businesses to plan their AI implementations with precision and confidence.

Price My Agent

Have you ever felt confused and overwhelmed with the number of choices of tools to build your agent? I kept facing this problem and built ToolsForAgent to provide personalized recommendations for frameworks, LLM providers, vector databases, and more. I hope you find it useful as well.