Portkey.ai is a robust full-stack LLMOps platform that simplifies the development, deployment, and maintenance of generative AI applications. With Portkey, companies can efficiently manage AI app lifecycles, ensuring reliability and performance through advanced monitoring and feedback collection. The platform supports various AI models, including chat, text, audio, vision, and image generation, and provides a secure, auditable way to control access to organizational data and resources.

Disco streamlines AI agent development on AWS by providing an event-driven orchestration framework that connects language model responses to serverless functions, message queues, and external APIs. It offers pre-built connectors for AWS Lambda, Step Functions, SNS, SQS, and EventBridge, enabling easy routing of messages and action triggers based on LLM outputs. Disco’s modular design supports custom task definitions, retry logic, error handling, and real-time monitoring through CloudWatch. It leverages AWS IAM roles for secure access and provides built-in logging and tracing for observability. Ideal for chatbots, automated workflows, and agent-driven analytics pipelines, Disco delivers scalable, cost-efficient AI agent solutions.