AI Agent

Lelu

Open source authorization engine for AI agents that provides confidence-aware gating, human-in-the-loop review, policy-as-code, and full audit trail.

What is Lelu?

Lelu is an authorization engine for AI agents that checks every action, logs every decision, and brings humans into the loop when needed.

Lelu vs Similar AI Tools

Pricing ModelFreeFreeFree, Free TrialFree, Paid
Free Credits
Key Features
  • Confidence-aware gating
  • Human-in-the-loop review
  • Policy-as-code with YAML and Rego
  • On-device text extraction from screen without saving screenshots
  • Semantic search by meaning, not just keywords
  • Commitment detection with due-date reminders
  • Plain English strategy description
  • Real historical market data
  • Models slippage, stops, and fills
  • Scans skills and MCP servers against ATR rules before loading
  • Real-time runtime protection against prompt injection and hijacks
  • Signed audit-ready evidence for compliance (EU AI Act, NYDFS, DORA)
Pros
  • Open source and self-hostable
  • Multi-layered security pipeline
  • Fully on-device processing ensures complete privacy
  • Free and open source with no subscription
  • Easy natural language interface
  • Realistic backtesting with slippage and funding
  • Open source with MIT license
  • Real-time detection and prevention
Cons
  • Requires integration effort and code changes
  • Relatively new project with smaller community
  • Mac-only, requires macOS 15+ and Apple Silicon
  • Permission re-authorization needed after updates (macOS limitation)
  • Limited free trial (250 calls, 30 days)
  • Usage beyond trial requires contacting support
  • Enterprise features require paid tiers
  • Setup may require technical expertise
Best For
  • Development teams building AI agents that need guardrails
  • Enterprises requiring audit-grade agent action logs
  • Individuals who want to remember everything they see on their Mac
  • Professionals and students needing to track commitments and changes
  • Crypto traders
  • Quantitative researchers
  • Developers building and deploying AI agents
  • Enterprises needing audit-ready AI security

How to use Lelu?

  1. 1Install the SDK: npm install lelu-agent-auth or pip install lelu-agent-auth-sdk.
  2. 2Import and create the client with your API key.
  3. 3Use lelu.authorize() before executing agent actions, passing tool name and context.
  4. 4Handle decision outcomes: allow, human_review, compute, or deny.
  5. 5For local testing, clone the repo and run ./demo.sh in examples/quickstart.

Lelu Key Features

  • Confidence-aware gating
  • Human-in-the-loop review
  • Policy-as-code with YAML and Rego
  • Full audit trail
  • Prompt injection detection
  • Shadow agent detection
  • OAuth Token Vault with AES-256-GCM encryption
  • NHI inventory with risk scoring

Lelu Use Cases

  • Securing AI agents from prompt injection attacks
  • Authorizing agent actions based on confidence thresholds
  • Implementing human approval for risky or uncertain tasks
  • Auditing all agent decisions for compliance and safety

Lelu Pricing & Free Credits

Lelu currently operates on a Free model.

This tool is completely free to use

Open Source (Self-Hosted)

Free

MIT licensed, self-host with Docker or Helm.

Lelu Pros & Cons

Pros

  • Open source and self-hostable
  • Multi-layered security pipeline
  • Works with major AI frameworks (OpenAI, Anthropic, LangChain, etc.)
  • Provides human-in-the-loop review
  • Comprehensive audit trail

Cons

  • Requires integration effort and code changes
  • Relatively new project with smaller community
  • Performance overhead from multiple checks

What is Lelu best for?

  • Development teams building AI agents that need guardrails
  • Enterprises requiring audit-grade agent action logs
  • Anyone using OpenAI, Anthropic, LangChain, or CrewAI

Lelu FAQ

Top free alternatives to Lelu

Agentcard logo

Agentcard provides agent-friendly card issuing and payment infrastructure for AI agents, enabling 5-minute setup and autonomous purchases.

Free
YAGNI logo

Manage AI agent teams like human teams with responsibilities, numbers, commitments, and approvals across your business tools.

Free
Oodle AI logo

Oodle AI provides agent observability with fast trace search, S3-based storage, and out-of-the-box insights to detect silent failures in AI agents.

Free
Scarlett logo

Scarlett is an AI coworker that lives in Slack, connecting to over 3,000 tools to automate tasks, generate reports, and execute real work for your team.

Free
Acti logo

Acti is the world's first agentic keyboard that transforms any text field into an action layer, letting users type their intent and long-press to execute actions across apps.

Free
Opper AI logo

A unified AI gateway providing access to 300+ leading models through one EU-hosted, GDPR-compliant API with an OpenAI SDK-compatible interface.

Free
Ogment logo

Ogment is an AI coworker that lives in Slack, proactively automating repetitive tasks and workflows for your team.

Free
ElevenAgents logo

Deploy and customize AI-powered voice and chat agents to automate customer support, sales, and operations across multiple channels.

Free

Best alternatives AI Tools to Lelu

R

Rewisp is an on-device ambient memory for Mac that captures text from your screen and lets you ask anything about your past activity, automatically surfacing promises, changes, and summaries while keeping everything private.

RixLabs logo

Backtest crypto trading strategies by describing them in plain English, directly from Claude, ChatGPT, or any AI agent.

Panguard AI logo

Open-source platform for real-time AI agent security, auditing skills and runtime with community-driven threat rules.

SureWire Beta logo

SureWire Beta is an AI agent validation platform that helps ensure your AI agents are safe and reliable through comprehensive testing.

Shikigami logo

Run multiple AI coding agents in parallel on isolated git worktrees with a full editor and built-in developer tools.

LoopGain logo

An open-source cost controller for AI agent loops that stops loops when converged and rolls back before degradation.

Sentinel logo

Open-source tool running specialized AI agents to review code, sync docs, perform deep QA testing, and distill repository knowledge on a schedule.

Libretto logo

Open-source CLI, debug agents, and browser tools for building and maintaining reliable web integrations.