From Prompts to Production-Ready AI Workflows

Turn your prompts into configurable Laravel agents with an AI suite designed to help your team build, test, and manage AI solutions consistently. Shape agent roles with the CRAFT principle, evaluate changes against trusted answers, and connect agents in a visual workflow builder—all while keeping your agents and workflows safely versioned in Git.

Configure Agents Around the Roles You Need

Use the suite’s interface to adjust prompts and convert them into Laravel agents. Apply the CRAFT principle to create agents with adaptable roles across your full collection of agents. As your needs change, you can refine prompts and agent behavior in a structured environment rather than managing isolated instructions.

Build Laravel agents from prompts through a dedicated interface.
Adapt agent roles across the agents you use.
Refine prompts as your requirements evolve.

Test Prompt Changes Against Golden Truth

A prompt update can change more than the response you intended. The built-in testing system helps you check whether your agents continue to answer consistently. Test your agents using the Golden Truth system and compare responses before and after prompt changes.

With an LLM-as-a-Judge approach, you can evaluate agent answers against your established expectations. Make a prompt adjustment, run your tests, and see whether familiar questions now produce different results—before relying on those changes in your workflows.

Maintain a set of trusted reference answers.
Check agent consistency as prompts change.
Spot response differences through testing.
Use evaluation to make prompt refinement more deliberate.

Connect Agents Visually with the Workflow Builder

Bring your agents together in a complete drag-and-drop workflow builder. Link agents and guide the flow of work with if-statements, giving you a visual way to organize how tasks move from one step to the next.

Workflows can do more than pass requests from agent to agent. Add the logic and oversight your process needs between steps:

Conditional routing: Use if-statements to direct a workflow based on an outcome.
PHP execution: Run PHP code between agents.
Enum statements: Apply enum-based logic within the workflow.
Human in the Loop: Add a review step so a person can check responses.
Standardized answers: Return a consistent, predefined response when a particular outcome occurs.

This combination of agents, conditions, code, and human review lets you shape workflows around the process you actually need—not just a fixed chain of prompts.

Keep Agents and Workflows Versioned in Git

Your agents and workflows are deployed together in Git. That means the definitions your team relies on are stored and shared as part of your version-controlled project. Keep changes organized and help ensure that everyone is working from the same version.

Deploy agents and workflows with your Git repository.
Keep your AI implementation safely stored in Git.
Help teams stay aligned on the same agent and workflow versions.

A More Controlled Way to Build with AI

Design adaptable Laravel agents, test their answers against Golden Truth, and orchestrate them through flexible visual workflows. With built-in evaluation, optional human review, and Git-based deployment, the AI suite gives your team a practical foundation for developing and managing AI-powered processes with greater consistency.

Configure your agents. Validate their answers. Connect the workflow. Keep every version in Git.

Mocking Responses

Mocking Responses