Best 2 Sidekick Alternatives in 2026

Gumloop is an AI-native automation platform designed to help businesses automate complex workflows using artificial intelligence and machine learning. Think of it as a visual programming tool that connects your favorite business applications with cutting-edge AI models.

The platform works by letting users drag and drop "nodes" (individual components) onto a visual canvas to build complete automation workflows. These nodes can be anything from web scrapers and document processors to AI models like GPT-4 and Claude. Users connect these nodes together to create "flows" that can handle complex business processes automatically.

Founded in 2023, Gumloop has quickly gained popularity among teams at companies like Webflow, Instacart, and Shopify. What makes it special is its AI-first approach - instead of just moving data between apps, it can actually process, analyze, and make decisions about that data using artificial intelligence. This makes it perfect for automating tasks that previously required human judgment.

Trigger.dev is an open source background jobs framework that allows developers to create reliable, long-running tasks directly in their codebase. Think of it as a better way to handle any job that takes more than a few seconds to complete, without worrying about timeouts or server management.

The platform excels at tasks like AI content generation, video processing, data analysis, email campaigns, and complex workflows that traditional serverless functions struggle with. What makes Trigger.dev special is its simplicity - you write regular JavaScript or TypeScript code, deploy it through their CLI, and it runs on their managed infrastructure with no timeout limits.

With automatic retries, real-time monitoring, and seamless integration with your existing codebase, Trigger.dev handles the complex parts of background job management while you focus on building great features. It supports multiple environments and can be self-hosted or used as a cloud service.