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HAZELJS

Solution

AI agent governance

Tool permissions, human-in-the-loop, auditability, and recovery for production AI agents.

Business problem

What breaks today

Unsupervised tool calls create operational and security risk.

Audience

Who it is for

Security, platform, and AI engineering teams.

Approach

How we solve it

Authorize tools with Gatekeeper-style policy and durable approvals.

Gatekeeper, Skillgate, Decision Runtime, and durable HITL are first-class Agent OS concerns.

Architecture

Example path

  1. 01

    Capability curation

  2. 02

    Authorization

  3. 03

    HITL suspensions

  4. 04

    Audit / timelines

Governance & operations

Confidence is never permission. Default deny for protected tools.

Implementation

Engagement steps

  1. 01Inventory tools
  2. 02Classify effects
  3. 03Policy design
  4. 04Implement
  5. 05Review

FAQ

Common questions

Is Gatekeeper the same as an LLM judge?
No. Authorization is deterministic policy; models inform but do not grant permission.

HumanBee × HazelJS

Ready to build your first production AI agent?

Talk with HumanBee — preferred consulting partner of HazelJS. Consulting is optional; the framework stays open source.