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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Fouad Bousetouane

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Jul 2026

Stop Shipping AI Agents on Faith: Capability Is Not Production Readiness

The ProofAgent Index (PAI), a governance readiness index for AI agents, is introduced, which reframes agent release from a faith based deployment decision into an auditable readiness decision and carries held out readiness signal and separates higher risk from lower risk configurations.

Fouad Bousetouane · 0 citations
Jul 2026

AI Agents Do Not Fail Alone:The Context Fails First

These findings establish context measurement as a validated preflight signal for agent reliability and position context engineering as an auditable layer of agent evaluation and governance.

Fouad Bousetouane · 1 citation

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