AI RESEARCH
MeshFlow: production-safe multi-agent orchestration — SHA-256 audit chain, HIPAA/SOX/GDPR built in, 70-85% token cost reduction [Open Source][D]
r/MachineLearning
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79% of enterprises have adopted AI agents. Only 11% run them in production. We've spent the past year building agent systems for banks, clinical operations teams, and engineering orgs. The problem isn't that agents don't work - they work fine. The problem is that every framework leaves compliance, cost governance, and crash recovery as exercises for the team. After the framework fails them in production. We built MeshFlow to close that gap. **The core idea:** treat governance as infrastructure, not middleware.