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Agent Service Toolkit
STATUS
Open to developCATEGORIES
SUBMITTED
Aug 27, 2025
Build and deploy production-ready AI agents with built-in observability, error handling, and scaling. This Actor is perfect for developers who want to create reliable AI automation workflows without dealing with infrastructure complexity.
Source: Agent Service Toolkit on GitHub
how does the Agent Service Toolkit work?
- Input parameters such as:
- Agent configuration (tasks, triggers, endpoints)
- Observability and logging preferences
- Scaling and concurrency settings
- Error handling and retry policies
- Run the Actor
- The toolkit will:
- Deploy AI agents with the specified configuration
- Handle task orchestration, monitoring, and retries
- Provide structured logs and observability metrics
- Scale agents based on workload automatically
- Export logs, metrics, and results for analysis or integration
Agent Service Toolkit API
The Agent Service Toolkit API allows you to programmatically manage AI agents, monitor execution, and retrieve results. It integrates with JavaScript, Node.js, Python, or curl, simplifying AI agent deployment and maintenance in your Apify environment.
use cases of the Agent Service Toolkit
- Build production-grade AI automation workflows
- Deploy agents with automated scaling and error handling
- Monitor AI agents with built-in observability
- Enable developers to focus on AI logic instead of infrastructure
- Integrate AI agents into larger automation pipelines
