Software engineer using an AI chat interface on a laptop, with a piggy bank and gold tokens on his office desk.

13 min readAs large language models become more important for companies, the overall cost of enterprise models is skyrocketing. An inefficient call from an employee might not seem too dangerous, but multiply that by the number of prompts per month and the number of employees in your company. In this article, we will: Here are the numbers […]

Every irrelevant file, old conversation, and long-winded answer adds to the tokens your AI workflows consume.
Dig in

Recent Stories

Bring Google Antigravity agents under enterprise access policies, with short-lived credentials and an audit trail tied to both the agent and its user.
Every major AI platform now ships hooks for agent security. Here’s why they’re the wrong layer for access control – and what goes underneath them.
The same agent that plans a weekend trip can reach company systems, and security teams need a say in what happens next.
An invoice agent can look up a vendor’s prices, but what happens when it tries to change them? The answer starts with its registry entry.
Securing MCP requires a fundamentally different approach than traditional API security.
This tutorial shows how to connect Claude to your macOS filesystem so it can read, write, and do useful things with your data.
Choosing the right flow is only the beginning. The real challenge is implementing either flow without creating persistent credential vulnerabilities that undermine your security.
Aembit’s new kill switch lets admins revoke one user’s access through one MCP client, leaving every other agent and user untouched.
Workloads and AI agents can now get both types of SPIFFE credentials through Aembit, freeing teams from deploying and maintaining SPIRE infrastructure.
MCP security is becoming a crowded market of gateways, scanners, access controls, and broader platforms, and the distinctions matter more than the labels.
Everyone wants a kill switch for AI agents, but what actually stops when someone flips it?
Aembit now lets you allow or block individual MCP tools per agent, not just entire servers. See how tool filtering works.

Ready to Try Workload IAM?

Get started in minutes, with no sales calls required. Our free-forever tier is just a click away.