Hai Guardrails

A set of guards for ensuring safety in LLM applications

EmergingOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Cooling

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is Hai Guardrails?

HAI Guardrails provides a framework to implement guardrails and observability features in large language model (LLM) applications, enhancing the safety and reliability of AI systems.

Key differentiator

HAI Guardrails is uniquely positioned as an open-source tool specifically designed to provide guardrails and observability for LLM applications, focusing on the critical aspect of ensuring safe operation.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Guardrails for LLM applicationsmedium

Enhanced observability featuresmedium

Safety mechanisms for AI systemsmedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited language support beyond Python and TypeScripthigh

Primary development is in JavaScript with a secondary, community-supported TypeScript SDK; no official support for other languages

Small community and limited third-party integrationsmedium

GitHub repository shows low activity and few contributors; sparse documentation on integrating with popular services

Fit analysis

Who is it for?

✓ Best for

Teams building LLM applications who need robust guardrails to ensure safe operation

Projects requiring enhanced observability features for monitoring AI systems

Developers looking to integrate safety mechanisms into their AI projects

✕ Not a fit for

Projects that do not require or prioritize safety and observability in AI systems

Teams who prefer a fully managed service over self-hosted solutions

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with Hai Guardrails

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →