Guides
The guides cover a wide range of topics, from basic usage to advanced topics, and showcase various types of integrations between Daytona and other tools.
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Run a Fireworks Coding Agent with BYOK Secrets
Run coding agents on Fireworks AI open models inside Daytona sandboxes, protect the API key with host-scoped secrets, and export trajectories as fine-tuning data.
- Fireworks AI
Build a Coding Agent Using Amp Code and Daytona
Step-by-step guide to building an autonomous coding agent using Amp Code CLI and Daytona sandboxes.
- AMP Code
Generate Verified Code With Google ADK Agent
Build Google ADK agents that generate and test code using Daytona's isolated sandbox environment.
Build a Coding Agent Using Letta Code and Daytona
Step-by-step guide to running Letta Code, a stateful coding agent with persistent memory, inside Daytona sandboxes.
- Letta Code
Fix Bugs Automatically With AG2 and Daytona
Build a multi-agent bug fixer that analyzes broken code, proposes fixes, and verifies them in isolated Daytona sandboxes.
- AG2
Build an Autonomous Bug-Fix Agent with Flue and Daytona
Use Flue's agent harness and a Daytona sandbox to reproduce a GitHub issue with a failing test, fix it, and open a real pull request, end to end.
- Claude
Build a Generative-UI Coding Agent with CopilotKit and Daytona
Wire a CopilotKit Built-in Agent to a Daytona sandbox with full shell and filesystem access, where every tool call streams into the chat as generative UI and any hosted process embeds as a live iframe.
- CopilotKit
Build an AI App Builder with Convex and Daytona
Build a full-stack AI app builder on the Daytona Convex component — an LLM writes an app, a Daytona sandbox runs it, and Convex streams every build step to the browser, ending with the running app embedded as a live iframe.
- Convex
Serve LLMs on GPU Sandboxes with SGLang
Serve OpenAI's gpt-oss reasoning model on a Daytona GPU sandbox with SGLang, and put it to work classifying documents with guaranteed-structure output.
- Model Serving
Serve LLMs on GPU Sandboxes with vLLM
Spin up an OpenAI-compatible vLLM endpoint on a Daytona GPU sandbox and query it from anywhere.
- Model Serving