SimpleAgentsModular LLM orchestration in Rust

Build robust LLM apps with providers, routing, caching, and healing

Find the Right Doc

Start fast

Follow a minimal path from install to first request in under 10 minutes.

Provider-agnostic core

Unify OpenAI, Anthropic, and OpenRouter behind a shared API

Routing and resilience

Round-robin, latency, cost, and fallback routing with health tracking

JSON healing and schema coercion

Parse JSON-ish output and coerce to schemas with confidence metadata

Multi-language surfaces

CLI, C FFI, Node, and Python bindings built on the same core

Start Here

New to SimpleAgents: Quick Start
Building production flows: Usage Guide
Integrating another language: Bindings
Extending internals: Architecture
Cross-language parity baseline: Capability Matrix
Need help debugging setup/tests: Troubleshooting
Workflow debugging views: Workflow Debugging UX
YAML workflow authoring/execution: YAML Workflow System Guide
YAML/code workflow migration: Workflow DSL Migration Cookbook
Workflow profiling and benchmarks: Workflow Performance
Workflow hardening contracts: Workflow Security
Looking for a specific task: Docs Map