Gabriel L. Manor

AI incident-response agents should not inherit remediation authority by default. This guide defines a practical trust-level taxonomy for MCP tool calls, shows where policy step-up approvals are required, and explains what enterprise audit trails must capture before any production mutation.

Coding agents can generate OpenAPI specs faster than most governance programs can review them. This article explains how to connect design-time API governance to runtime MCP tool authorization with policy decisions, constrained credentials, and audit receipts.

LLMs can draft authorization policy, but safe policy authoring for AI agents still depends on explicit intent, verifier-guided synthesis, and runtime PDP decisions on real tool calls.

Cloudflare's x402 and paid MCP tooling make agentic payments real, but payment proof is not runtime permission. This guide explains spend authorization, consent tiers, and audit requirements for paid tool calls.

In April 2026, the NSA published 'Careful Adoption of Agentic AI Services' — the first intelligence-community advisory specifically targeting AI agent authorization failures. Here is what it actually demands and why most engineering teams are not close to meeting it.

Zero Standing Privileges (ZSP) means no identity holds usable access between tasks. This article explains how ZSP differs from least privilege, how to implement it with ephemeral credentials and runtime policy enforcement, and why AI agents running on MCP make standing access a new category of operational risk.

Coding agents execute code, run commands, and call APIs — not just generate text. This guide covers the real security risks, why authorization must happen at the tool-call level, and how Permit.io and the Permit MCP Gateway enforce least-privilege access for agentic workflows.

Learn how to safely integrate AI agents with human-in-the-loop (HITL) workflows. Explore best practices, frameworks, real-world use cases, and a live demo.

Learn how to implement Attribute-Based Access Control (ABAC) and Relationship-Based Access Control (ReBAC) in a Nuxt application. This guide covers defining policies, syncing user data, and enforcing permissions in a scalable way.

Learn how to implement Prisma ORM data filtering using ReBAC (Relationship-Based Access Control) to control which database records each user can access, without manual filtering logic.

Learn how to build secure, human-in-the-loop AI agents using Permit.io’s Access Request MCP, LangGraph, and LangChain MCP Adapters. Enable AI agents to request access and delegate sensitive permissions to human users for policy-backed decision-making.

Learn how to integrate Role-Based Access Control (RBAC) in a multi-tenant Nuxt.js application with continuous user syncing using Permit.io. This guide walks through defining roles, enforcing permissions, and managing access dynamically.