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Gambit: Open-Source Framework for Building and Testing LLM Workflows

By

randall

4mo ago· 5 min readenCode

Summary

Gambit is an open-source framework for building, testing, and verifying LLM (Large Language Model) workflows. It uses a developer-first approach with typed "decks" that have clear inputs/outputs and guardrails. The framework allows developers to run workflows locally, stream traces, and debug using a built-in UI. It includes a CLI tool, example files, and supports environment configuration for API keys. The article provides installation instructions, quickstart guidance, and demonstrates how to use the framework for building reliable LLM applications.

Key quotes

· 4 pulled
Gambit is an open-source, developer-first framework that helps you build reliable LLM workflows by composing small, typed 'decks' with clear inputs/outputs and guardrails.
Run decks locally, stream traces, and debug with a built-in UI.
Requirements: Node.js 18+ and OPENROUTER_API_KEY (set OPENROUTER_BASE_URL if you proxy OpenRouter-style APIs).
Downloads example files (hello decks plus the examples/ gallery) and sets environment variables.
Snippet from the RSS feed
Agent harness framework for building, running, and verifying LLM workflows - bolt-foundry/gambit

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