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How agents work

Understand agent behavior and prompting before you start a new workflow.

Prompting best practices

Write prompts with enough goal, context, and constraints for the agent to act on.

How-to guides and videos

Run locally with Ollama

Choose an open-weight Poolside model and run it with Ollama and pool.

Run locally with vLLM Metal

Try an experimental Laguna XS 2.1 checkpoint on an Apple silicon Mac.

Videos

Watch short how-to videos.

Examples

Prompts

Copy and adapt prompts for common development tasks.

Workflows

Use example workflows as starting points for repeatable agent tasks.

Use cases

Document code

Generate and improve docs for existing code.

Visualize data flows

Turn code paths and system behavior into diagrams.

Refactor code

Plan, apply, and validate refactors with the agent.