How to Migrate from Agno to Ceven
Agno is a high-performance Python framework for building, deploying, and running AI agents and multi-agent teams. It enables developers to create sophisticated AI agents that can perform complex tasks.
Ceven is an AI workflow automation platform that connects to 1,000+ tools, runs end-to-end workflows on a schedule with AI steps and human-approval gates, and can build & host no-code pages/apps.
Migrate from Agno to Ceven in 6 steps
Inventory Your Outcomes
Start by documenting all the outcomes your Agno workflows achieve. List the inputs, the AI agents involved, and the outputs. Don't focus on the steps but the results.
Connect the Same Apps in Ceven
Ceven connects to 1,000+ tools, so you should be able to find the same apps you used with Agno. Authorize them in Ceven to start.
Rebuild for Outcomes, Not Steps
In Ceven, create workflows that achieve the same outcomes. Youll likely consolidate multiple Agno agents into fewer, more capable workflows in Ceven.
Add AI Steps and Approval Gates
Identify where Agno workflows were brittle or failed. In Ceven, add AI steps to handle exceptions and human-approval gates to safeguard critical decisions.
Validate in Parallel
Run both Agno and Ceven workflows in parallel using real data. Ensure Ceven workflows produce the same or better outcomes. Add human-approval gates on writes to systems of record.
Schedule and Cut Over
Once validated, schedule the final cutover. Monitor the Ceven workflows closely for any issues. Keep Agno active for a while longer to compare outcomes.
Why teams switch from Agno to Ceven
Teams often switch from Agno to Ceven for several reasons. Ceven provides a more visual and intuitive interface for building and managing workflows, making it accessible to non-developers. Additionally, Ceven's ability to handle end-to-end workflows with AI steps and human-approval gates offers a more robust solution for complex automation tasks. Ceven also integrates with a wide range of tools, allowing teams to consolidate their automation efforts into a single platform.
Moreover, Ceven's scheduling capabilities and no-code page/app builder add significant value for teams looking to streamline their operations and create custom applications without extensive coding. Ceven's platform is designed to be scalable and flexible, accommodating the evolving needs of growing teams and organizations.
What moves over and what doesn't
When migrating from Agno to Ceven, it's important to understand that there is no automatic import of workflows or agents. You will need to rebuild your workflows in Ceven, which can be an opportunity to consolidate and improve your automation processes. The logic and outcomes of your Agno workflows can be replicated in Ceven, but the steps and agents will need to be manually recreated.
While the underlying logic and outcomes can be replicated, the specific agents and steps from Agno will not directly transfer to Ceven. This means you will need to reconfigure your workflows to achieve the same results. However, this process allows you to optimize and enhance your workflows, taking advantage of Ceven's unique features and capabilities.
Avoiding the common pitfalls
One of the most common pitfalls in migrating from Agno to Ceven is underestimating the time and effort required to rebuild workflows. It's crucial to allocate sufficient resources and time for this process. Another pitfall is not thoroughly validating the new workflows in Ceven before cutting over. Running both systems in parallel and closely monitoring the outcomes is essential to ensure a smooth transition.
Additionally, teams often overlook the importance of adding AI steps and human-approval gates in Ceven. These features can significantly enhance the robustness and reliability of your workflows, especially in areas where Agno workflows were prone to failure or required manual intervention. Taking the time to identify and address these areas will result in a more efficient and effective automation process in Ceven.
Frequently asked
Can Ceven automatically import my Agno workflows?
No, Ceven does not support automatic import of Agno workflows. You will need to rebuild your workflows in Ceven, which allows you to optimize and enhance your automation processes. This is an opportunity to consolidate multiple Agno agents into fewer, more capable workflows in Ceven.
What happens to my Agno agents during the migration?
During the migration, your Agno agents will need to be manually recreated in Ceven. This process involves rebuilding the workflows to achieve the same outcomes, but with the added benefits of Ceven's features and capabilities. It's a good time to review and optimize your automation processes.
How can I ensure a smooth transition from Agno to Ceven?
To ensure a smooth transition, run both Agno and Ceven workflows in parallel using real data. Validate the outcomes in Ceven and make any necessary adjustments. Schedule the final cutover once you are confident in the Ceven workflows, and monitor closely for any issues. Keep Agno active for a while longer to compare outcomes and ensure a seamless transition.