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Aembit vs. DIY Workload Identity and Access: What Breaks at Scale

Ashur Kanoon May 2026 | 10 min read
A stressed software team reviews a crowded whiteboard labeled “DIY Architecture,” with diagrams, sticky notes, laptops, and papers showing the complexity of building access and identity controls in-house.

10 min readModern infrastructure runs on workloads: microservices, data pipelines, CI/CD jobs, serverless functions, containers, and increasingly, autonomous AI agents. Every one of these workloads needs to authenticate to something, whether a database, a cloud API, a SaaS platform, or a model provider, and do so continuously, at machine speed, without a human in the loop. This […]

A working prototype can mask the harder problem: keeping every workload, agent, credential, policy, and audit trail consistent across production environments.
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Integration Guides

How To Create an MCP Server To Connect Your App With LLMs

Aembit Engineering Apr 2026 | 8 min read
Industry Insights

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

Holden Hewett Apr 2026 | 4 min read
Resources

Agentic AI Security Starter Kit: Where Autonomous Systems Fail and How to Defend Against It

Dan Kaplan Feb 2026 | 4 min read

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Recent Stories

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
May 2026
|
4 min read
Aembit now supports Oracle Database Protocol.

Aembit Now Supports Oracle Database Protocol – No More Static Passwords in Your Enterprise Stack

See how Aembit injects database credentials at connection time without requiring application code changes or stored Oracle passwords.
Emma Zaballos
May 2026
|
2 min read

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
|
8 min read
Illustration of a computer monitor in an office workspace displaying a ransomware-style warning message tied to the Canvas and Instructure data breach, surrounded by desks, office equipment, and a blurred corporate office environment.

The Canvas Breach Shows What Happens When SaaS Platforms Become Identity Infrastructure

The response to the Canvas breach revealed how much modern institutions still depend on long-lived credentials, shared trust layers, and persistent access between systems.
Dan Kaplan
May 2026
|
6 min read
Connect custom AI agents with Slack

How to Connect Custom AI Agents with Slack

Whether you want simple fire-and-forget alerts or full two-way control, here’s how to securely wire your AI agent into Slack
Aembit Engineering
May 2026
|
11 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
|
9 min read
Split illustration showing chaotic tangled infrastructure on one side and a clean, structured cloud architecture diagram on the other.

Everyone Wants SPIFFE. Almost No One Can Afford to Build It Right.

What it takes to implement it, and why real-world environments make it hard to finish.
Ashur Kanoon
May 2026
|
16 min read
Access granted.

5 Capabilities of Workload Access Managers – And Why WAM Isn’t WIM

Workload access management isn’t identity management – it enforces access and eliminates credentials. Learn the five core WAM capabilities
Apurva Davé
May 2026
|
10 min read
I spent one day building AI agents. Here's what actually happened.

I Spent One Day Building AI Agents. Here’s What Actually Happened

Victor Ronin builds AI agents in a day using CrewAI and a local LLM, sharing what worked, what broke and why agents still need humans.
Victor Ronin
May 2026
|
11 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
|
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
|
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
|
6 min read
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