Show HN: Hydra, a local-first trust control plane that routes AI by confidence

Category: ai-ml

Tags: ai-orchestration, local-first, cost-optimization, security, cli

Score: 6.3/10 (Innovation: 7, Technical: 7, Documentation: 6, Utility: 5)

Hydra is a local-first trust control plane for AI development that routes tasks to the cheapest model (local or cloud) that meets a confidence threshold, using techniques like SPRT and Pareto frontiers. It also provides security auditing via hash-chained ledgers, local server exposure checks, and MCP server trust scoring, emphasizing on-device operation and accountability.

Target audience: AI/ML engineers, DevOps, security-conscious developers

Repository: https://hydra.uvansa.com/

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