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I'm currently developing a project to establish an AI-driven autonomous agent using callin.io for automating DevOps processes. The objective is to build a system that can interpret natural language commands (text or voice) from various communication platforms like Slack, WhatsApp, Teams, and others, and subsequently initiate CI/CD tasks.
The agent's primary responsibilities include:
- Generating remote Git branches based on the project backlog.
- Initiating branch merge requests or pull requests.
- Triggering various types of CI/CD pipelines.
- Communicating pipeline outcomes or issues back to the user through the originating communication channel.
I'm keen to receive ideas or suggestions for setting up this project.
Any insights, practical experience, or even references to comparable use cases would be greatly appreciated.
Thanks in advance.
Posted : 01/07/2025 5:48 pm
This sounds quite achievable. You'll require an AI Agent equipped with various tools and a robust system prompt to manage diverse tasks, which could include git, github, gitlab, or any other service accessible via an HTTP request tool (provided "any other service" has an API).
Deconstruct your "features" into individual tasks and address them sequentially. For each task, consider the necessary steps. Begin by implementing this manually, without any agents, to simplify the process. Then, identify the most suitable nodes for each step.
If you encounter a roadblock and have specific questions like "How do I accomplish X using Y?", feel free to ask here.
Posted : 01/07/2025 6:01 pm