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Tag: AI Workloads

Gartner’s Workload IAM Architecture Is a Big Step Forward for AI Agent Security

The global research and advisory firm is pushing the industry toward a more practical model for securing AI agents and non-human access.
Kevin Sapp
May 2026
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8 min read
MCP Server Access

Auditing MCP Server Access and Usage

AI agents exchange sensitive contexts across MCP servers in seconds. Without context-aware auditing, you can’t trace who accessed what.
Ashur Kanoon
May 2026
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6 min read
Context-Based Access Control for MCP Servers: Why Static Rules Fail

Context-Based Access Control for MCP Servers: Why Static Rules Fail

Static access rules fail in dynamic MCP environments. Context-based access control evaluates identity, context and resources in real time.
Dan Kaplan
Apr 2026
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6 min read
Dark horizontal diagram showing a “Delete Resource” action enabled by a redacted access token, leading to a production database dissolving and a “resource permanently deleted” warning.

How a Long-Lived API Credential Let an AI Agent Delete Production Data

An agent behaved like a true insider threat. Unmanaged API keys made those mistakes devastatingly consequential. Both can be true at the same time.
Dan Kaplan
Apr 2026
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4 min read
Introducing the Aembit MCP Server.

Analyze AI Agent Access: Introducing the Aembit MCP Server

Teams can query workload identity data in plain language, investigate activity, and move faster without leaving the Aembit platform.
Ashur Kanoon
Apr 2026
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4 min read
JIT Access for Wordkloads

Just-in-Time Access for Workloads: Eliminating Standing Privileges

Most workload credentials, the API keys, tokens and passwords that connect your services, carry “always on” access that never expires.
Apurva Davé
Apr 2026
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6 min read
Diagram showing IAM for agentic AI, where workloads use identity providers and short-lived credentials to securely access APIs, data platforms, and services.

Aembit IAM for Agentic AI Is Now Generally Available

Built in the open with customers, now ready to run against real agent workflows.
Ashur Kanoon
Apr 2026
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5 min read
Split-screen image: on the left, a person types commands into a dark terminal window; on the right, a person interacts with a glowing, abstract API network interface representing connected services.

MCP or CLI? How to Choose Right Interface for Your AI Tools

What starts as a tooling decision ends up shaping cost, reliability, and how far your workflows actually scale before they break down.
Holden Hewett
Apr 2026
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4 min read
AI Agent Identity: The Multi-Protocol Authentication Gap

AI Agent Identity: The Multi-Protocol Authentication Gap

AI agent identity breaks down when agents authenticate across OAuth, API keys and managed identities simultaneously. Learn why single-protocol solutions fail.
Apurva Davé
Apr 2026
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6 min read
Aembit + Netskope Partnership

Announcing the Aembit + Netskope Partnership for Agentic AI Security

By combining identity-based access control with content inspection, this closes a gap most teams are still trying to manage with separate tools and after-the-fact controls.
Emma Zaballos
Mar 2026
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5 min read
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