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Tag: AI Workloads

Aembit Adds Workload Identity Federation Support for the Claude API

Aembit Adds Workload Identity Federation Support for the Claude API

Aembit’s new Credential Provider automates Claude API Workload Identity Federation, retiring static keys for short-lived tokens.
Ashur Kanoon
Ashur Kanoon
Aug 2026
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5 min read
MCP OAuth 21 PKCE and the future of AI authorization

MCP, OAuth 2.1, PKCE, and the Future of AI Authorization

The MCP authorization spec sets a new standard for securing non-human AI agents – with lessons for anyone building autonomous, scalable systems.
Kevin Sapp
Kevin Sapp
Aug 2026
|
7 min read
Abstract geometric illustration of a blue square representing an AI agent connected within a network of white rectangular workloads.

Squares and Rectangles: Why AI Agents Can’t Be Treated Like Regular Workloads

AI agents are workloads, but traditional workload identity alone can miss the user, task, and runtime context needed to govern dynamic agent access.
Emma Zaballos
Emma Zaballos
Jul 2026
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4 min read
Services connecting virtually.

The Definitive Catch-Up Guide to Agentic AI Authentication

A down-to-earth primer to help engineers make sense of agentic AI architecture and where things stand today.
Victor Ronin
Victor Ronin
Jun 2026
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11 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
Dan Kaplan
Jun 2026
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9 min read
Two software engineers at a desk with dual monitors displaying code, with the blog title overlay: What Anthropic WIF Gets Right – And What It Doesn't Solve

Anthropic Workload Identity Federation: What It Gets Right – and What It Still Doesn’t Solve

Eliminating static API keys is real progress – but securing one credential surface is not the same as governing workload access at scale.
Apurva Davé
Apurva Davé
Jun 2026
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9 min read
Software engineer seated at a desk in a modern office, reviewing responses from an AI assistant on a laptop while working across multiple monitors in a natural, candid workplace setting.

AIMS: A Model for AI Agent Identity

An early IETF draft hints at how identity infrastructure may evolve once autonomous software starts acting inside enterprise environments.
Kevin Sapp
Kevin Sapp
May 2026
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4 min read
Gartner workload IAM architecture for securing AI agents

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
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
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
Dan Kaplan
Apr 2026
|
6 min read
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