Tag: docker
3 posts
· 5 min read · Open Source
Sub-90ms Cloud Code Execution: How Daytona Replaced Docker in Our AI Agent Stack
Docker cold starts cost 2-5 seconds per sandbox. Daytona does it in under 90ms — here's how we integrated it into pydantic-ai-backend.
pydantic-ai ai-agents python docker daytona
· 5 min read · Open Source
Predictive AI: Give Your Agent a Docker Lab to Run Models
How to build an AI agent that runs sklearn predictions inside an isolated [Docker](https://docs.docker.com/) sandbox. Environment-as-a-tool pattern, sub-agent delegation, and structured chart output with Pydantic AI.
ai-agents docker sandbox pydantic-ai python machine-learning
· 5 min read · Open Source
Ship a Production AI App in 5 Minutes: FastAPI + Next.js + 20 Integrations
One CLI command, one production-ready stack: JWT auth, WebSocket streaming, Pydantic AI agents, PostgreSQL, Redis, Docker, and 20+ more integrations out of the box.
fastapi nextjs pydantic-ai python ai-template docker
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