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TravisMuhlestein 
posted an update May 29
Post
88
We have model cards. We don’t yet have capability manifests. That’s the gap DNS-AID points toward.

The Linux Foundation just launched DNS-AID: open, decentralized discovery infrastructure for AI agents.

🔗 https://www.linuxfoundation.org/press/linux-foundation-announces-dns-aid-project-to-advance-decentralized-ai-agent-discovery

Most agent frameworks today still assume agents already know where other agents and tools exist. That assumption starts breaking down in cross-platform and cross-organization workflows.

My hypothesis: agent ecosystems eventually need standardized schemas describing not just what model an agent runs, but what it can actually do — tool interfaces, invocation patterns, input/output contracts, trust metadata, operational constraints, etc. Something orchestrators and other agents can discover and reason about dynamically without hardcoded integrations.

Feels like an area the open-source ecosystem could meaningfully shape early before proprietary registries and platform lock-in dominate the space.

Curious if others here are already working on interoperability, discovery, capability schemas, or agent routing layers. Would love to compare notes.