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LangGraph vs Steer SDK

LangGraph provides stateful agent orchestration, whereas Steer adds deterministic validation to any agent.

Which to pick

Pick LangGraph if you want…

  • Customizable stateful agent orchestration
  • Stateful agent workflows

Pick Steer SDK if you want…

  • Deterministic guardrails for AI agents

Side by side

What it is
LangGraph:LangGraph is an open-source framework for building stateful, controllable AI agents with memory, streaming, and human-in-the-loop support.
Steer SDK:Steer SDK is an open-source Python library that adds deterministic guardrails to AI agents to catch hallucinations and enforce reliability.
Best for
LangGraph:Customizable stateful agent orchestration
Steer SDK:Deterministic guardrails for AI agents
Who it’s for
LangGraph:Developers building complex, production-grade AI agents
Steer SDK:Developers building autonomous LLM agents who need runtime safety and observability.
Pricing
LangGraph:Open source
Steer SDK:Open source
Open source
LangGraph:Yes, 42,570 GitHub stars
Steer SDK:Yes, 134 GitHub stars
Works with
LangGraph:—
Steer SDK:Python, PydanticAI

LangGraph features

  • Human-in-the-loop controls. Add moderation and approval steps to keep agents on track.
  • Expressive workflow primitives. Create single, multi-agent, or hierarchical flows with low-level building blocks.
  • Persistent memory stores. Maintain conversation history and context across sessions.
  • Token-by-token streaming. Stream agent reasoning and actions in real time for better UX.
  • Model-agnostic runtime. Run agents with any LLM provider using high-level or fine-grained APIs.
  • Open-source MIT license. Free to use and modify without licensing fees.

Steer SDK features

  • Low-latency sidecar. Adds verification with less than 5 ms overhead by running in-process.
  • Fail-safe design. Configurable behavior on internal errors to prioritize uptime.
  • Zero data exfiltration. Local-first architecture ensures prompts never leave your network.
  • Audit-ready logging. Every blocked response is logged with a deterministic reason code.
  • Framework patching. Zero-touch reliability for frameworks like PydanticAI via a central policy file.
  • Decorator sidecar. Manual control using @capture decorator to inject taught rules at runtime.

LangGraph vs Steer SDK FAQ

Is LangGraph or Steer SDK free?+

Yes, both are free and open source.

Is LangGraph or Steer SDK open source?+

Yes, both are open source: LangGraph (langchain-ai/langgraph on GitHub, MIT license) and Steer SDK (imtt-dev/steer on GitHub, MIT license).

On DevHunt

Steer SDK

0 upvotes · Launched on DevHunt on Jan 6, 2026

Based on each tool's website and DevHunt data. Details may change; check the official sites.