Agent Identity, Reliable Execution, and Intent are only half-way solved
After spending the past couple of months looking at hundreds of tech docs from n8n, Google, Gumloop, and the rest, I tallied up 75 capabilities you'd expect an agent development tool to offer. But there are so many more things you can, need, or should do to agents that After spending the past couple of months looking at hundreds of tech docs from n8n, Google, Gumloop, and the rest, I tallied up 75 capabilities you'd expect an agent development tool to offer. But there are so many more things you can, need, or should do to agents that weren't easy or fair to be included in the report, so I'm sharing some of these here.
Key Takeaways
- Agent Identity Agents have clearly slipped between the cracks of human and non-human identities, which is problematic because there is no way to keep track of agents, their actions, and their owners.
If Agent X decides to go on a data deletion spree, identity would be the thing that can help you identify where it lives and who created the monster.
- You can integrate it with IdPs that support agents, but still need to engineer your way through it.
This resource details how it onboards an n8n agent to Microsoft's Entra Agent ID.
- Agent Identity provides a strongly attested, cryptographic identity for each agent that is based on the SPIFFE standard.
With Agent Identity, agents can securely authenticate to MCP servers, cloud resources, endpoints, and other agents, acting either on its own behalf or on behalf of an end user.
- "While SPIFFE can technically provide agent identities, current Kubernetes implementations treat all replicas as identical-a fundamental mismatch with agents' non-deterministic, context-dependent behavior that creates compliance and attribution gaps".
Agent Reliable Execution LLMs generate the code, agents execute it.
- You should expect an agent development tool to do more than straight Python, which would be: Prevent confused deputy: where sandboxes (e.

Agent Identity Agents have clearly slipped between the cracks of human and non-human identities, which is problematic because there is no way to keep track of agents, their actions, and their owners. If Agent X decides to go on a data deletion spree, identity would be the thing that can help you identify where it lives and who created the monster. But nobody solved identity yet, and if they claimed to do so, it's by retrofitting existing techniques to agents, which doesn't really work (note that Auth is in a better place than Identity, but auth is just a subset of identity).
Let's assume you run agents in n8n. There's no way to formally define the identity of an agent such that you give it a name badge, some policies, and monitor its activities within the wider environment it works in. You can integrate it with IdPs that support agents, but still need to engineer your way through it.
This resource details how it onboards an n8n agent to Microsoft's Entra Agent ID. While it's behind a paywall, it says you need: A running n8n instance on Azure Container Apps, behind HTTPS ingress, with persistent Postgres and file storage. A Microsoft Entra Agent Identity Blueprint, an Agent Identity service principal, and an Agent User account n8n workflows to execute a Microsoft Graph call, an Auth Manager that brokers tokens, and an on-behalf-of webhook that talks to the Microsoft Graph MCP Server for Enterprise.
For more details please read the original article at n8n Blog.
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