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Blog

Category: Best Practices

Top Risks of Using AI Agent Identities

Top Risks of Using AI Agent Identities

AI agents need identity controls, scoped access, and runtime enforcement before they are trusted with production systems.
Aembit Engineering
Jul 2026
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7 min read
Secure Agentic Access: Authentication and Authorization for AI Agent Workloads

Secure Agentic Access: Authentication and Authorization for AI Agent Workloads

AI agents need more than working credentials. They need verifiable identity, task-scoped access, and clear attribution.
Ashur Kanoon
Jul 2026
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8 min read
AI chat interface connected to enterprise data systems, illustrating how sensitive information can be exposed through prompts, agents, and model access.

What Causes AI Data Leakage and Tips for Staying Protected

As AI moves from chat windows to enterprise systems, data leakage becomes an identity and access problem.
Dan Kaplan
Jun 2026
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9 min read
Workforce Agents vs Customer Agents: A Complete Guide

Workforce Agents vs. Customer Agents: Identity, Access, and Security Explained

Workforce and customer agents may rely on similar identity infrastructure, but the trust models, access patterns, and security risks behind them differ significantly.
Dan Kaplan
May 2026
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10 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
Non-Human Identity Management vs. Machine Identity vs. Workload IAM

Non-Human Identity Management vs. Machine Identity vs. Workload IAM

NHIM, MIM, and workload IAM each address a different layer of non-human identity security. Learn how they compare and complement each other.
Apurva Davé
Apr 2026
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6 min read
5 Secrets Manager Alternatives for Securing Non-Human Identities

5 Secrets Manager Alternatives for Securing Non-Human Identities

Secrets managers store credentials but can’t close the access gaps that multicloud workloads and AI agents create. Five alternatives can.
Dan Kaplan
Apr 2026
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6 min read
MCP Permission Models: Designing Secure Interactions

MCP Permission Models: Designing Secure Interactions

MCP standardizes how AI agents connect to tools, but every agent needs delegated authority and precise permission controls to match.
Apurva Davé
Apr 2026
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6 min read
Dynamic Authorization vs Static Secrets: Rethinking Cloud Access Controls

Dynamic Authorization vs. Static Secrets: Rethinking Cloud Access Controls

Hardcoded credentials and shared tokens give attackers ongoing access. Dynamic authorization replaces them with real-time decisions.
Dan Kaplan
Apr 2026
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6 min read
Workload IAM vs. API Security

Workload IAM vs. API Security

Two layers protect cloud-native apps: Workload IAM secures machine identity and API security inspects request traffic. Most teams need both.
Dan Kaplan
Apr 2026
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5 min read
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