AI Infrastructure / Deterministic AI / LLM Layer
CIYA is a deterministic storage and logic engine for LLMs, presented as a front layer that keeps AI interactions running across cloud, on-prem, and air-gapped setups.
The page clearly presents a real AI infrastructure product with a specific purpose: a deterministic layer for LLMs that claims lower token costs, legacy hardware support, air-gapped operation, and audit trails. The snapshot includes product framing, usage commands, and a visible public portal, which is enough evidence for a directory listing.
The crawl does not show technical architecture, supported LLMs, pricing, or any documentation beyond basic command hints, so it is hard to judge how the system works or who can integrate it.
Last evaluated 22 days ago. Current rank #1994. Up 1 spot in the rankings.
Keydris is an authorization layer for AI agents that checks whether a governed action is allowed before it runs. The page shows a working product with docs, quickstart steps, CLI install commands, policy and revocation concepts, and decision records for audit trails.
OpenSpender is a self-custodial wallet for agent-to-agent payments. The page shows a command-line connect flow, explains allowance-based spending rules, and includes an example of one agent paying another through MCP-compatible tools.
Anthropic’s research preview introduces the Model Hardware Standard (MHS), a shared spec for AI agents to control physical devices and orchestrate lab or manufacturing equipment. The page explains how the standard works, shows early lab examples, and positions it as an upcoming open source standard for hardware integra
Self-hosted, Kubernetes-native platform for distributed multi-model LLM inference. It includes an OpenAI-compatible API, installer flow, and infrastructure-as-code deployment with support for air-gapped environments.
