Idea to Code to Workflow

Imagine a world where your workflow ideas can just come to life. We have built the architecture that allows for this: natural language to logic, logic to code, to code to robust, ready-to-run workflows.

Our mission is to empower creators from all walks of life. We want you to automate away repetitive tasks, save you time, and help you create your own business. All you have to do is type your idea.

Try it our here. Or schedule a call to learn more here.

Overview

We are going for a paradigm shift: we want to dismantle the traditional barriers to creating automations. We believe that software creation should be accessible, intuitive, and ultimately, a creative endeavor.

Our Workflow Generator is built upon a modular, agent-based architecture.

We have built various components to enable this:

Request Interpreter:

• Determines the workflow scope from natural language requests.
• Generates responses, outlines plans, drafts code.
• Identifies moments where it needs to interact with the world—perhaps to read a file, test a snippet of code, or search for information and calls to the toolkit.

Agent Loop System: Constantly converses, learns, and refines the workflow.

Tools: A set of skilled hands, allowing our AI to perceive, interact with, and shape the workflow. This includes reading and modifying files, accessing knowledge by reading documentation, and accessing our toolkit. This allows LLMs to break its current limitations.

Tester: Ensures that every generated piece of code adheres to elegant patterns, best practices, and includes essential interfaces for real-world use. It also examines each workflow to ensure it not only looks right but performs and achieves the intended purpose. It does so by:

• Ensuring the generated code is grammatically perfect.
• Executing the workflow to confirm it behaves as expected.
• Detecting errors, categorizing them, providing reports to the LLM agent for a resolution, and implementing recovery plans.
• Learning from experience and avoiding patterns.

Workflow Interface:

• Gone are the days of complex GUIs. We automatically generate user interfaces for workflows. This makes it really easy for users to interact with workflows.

Big Plans Ahead

We believe in proactive AI. We are working towards it by making the system self-improving, and we are broadening the agent's tools to integrate with a richer ecosystem of external systems, APIs, and data sources.

As we continue to build this out, we hope to forge an even more intuitive and powerful bridge between human ideas and reliable, executable code.