Most multi-agent systems don’t fail with a bang.
They fail with a quiet cascade: bad handoff → corrupted state → downstream agents inherit the mess.
Real self-healing is deterministic recovery, not another model roll of the dice.
New post:
valguard.ai/blog/self-he...
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Google Cloud is helping Indian firms scale production AI globally through Marketplace, model optionality, and embedded AI specialists.

Read Full Article: deccanfounders.com/2026/25/news...

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Vinoth Govindarajan (OpenAI) breaks down why every run needs a deadline, every tool needs a timeout, and how to build resilient AI systems that don't fall apart when production edges fail.

🗓️ Full talk goes live on InfoQ September 21, 2026.

#SystemArchitecture #AI #ML #InfoQ #LLMs #ProductionAI