Show HN: Cross-platform governed memory for a fleet of agents

Category: ai-ml

Tags: ai-agents, shared-memory, mcp, llm-judge, fleet-coordination

Score: 7.0/10 (Innovation: 7, Technical: 7, Documentation: 8, Utility: 6)

Strata provides cross-platform governed shared memory for AI coding agents, allowing multiple agents to write and read scoped knowledge while an LLM judge vets every contribution. It combines an embedded MCP server, SQLite storage, and audit trails to prevent one agent's mistakes from corrupting the fleet's knowledge. The project is interesting for its novel governance model and harness integration (Claude Code, Codex).

Target audience: AI engineers, backend developers, devops working with multi-agent systems

Repository: https://github.com/oren198/Strata · Python · MIT · 4 stars

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