Tobias Herber
Tobias co-founded Metorial to make AI infrastructure safe and reliable for enterprise teams. He previously worked on developer tools, system software, and large-scale distributed systems.
Blog Posts
Product
What your AI logs actually give you
A chat conversation leaves nothing to inspect. An agent's actions do. Here's what companies actually learn once agent activity gets logged.
Tobias HerberProduct
Where tool scoping for AI agents actually belongs
Fewer visible tools makes an agent more accurate, not less capable. Here's which layer of an MCP deployment should actually be doing the scoping.
Tobias HerberProduct
Why AI Agents Need a Runtime, Not Just a Gateway (2026)
Why the compute underneath an agent gateway matters more than the gateway itself, and what to ask a vendor about it before relying on one in production.
Tobias Herber