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Document Infrastructure for AI
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Apr 1 · 12 min read · Until now, Rynko Flow assumed that agents would submit structured JSON for validation. And many do — when the data starts out structured. But a large number of real workflows start with a PDF, a scann
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Mar 22 · 9 min read · Microsoft just open-sourced the Agent Governance Toolkit, a runtime governance platform that covers all 10 risks in the OWASP Agentic Top 10. I've spent the morning reading through the architecture, b
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Mar 18 · 8 min read · Two announcements in the same week paint a clear picture of where enterprise AI infrastructure is headed, and both of them are exciting. IBM closed its $11 billion acquisition of Confluent, the Kafka-
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Mar 16 · 12 min read · The key insight: When agents fail and retry without clear guidance, it's not a minor inconvenience — it's a reliability failure. Every failed correction loop is a moment where your automation is stuck
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Mar 12 · 20 min read · When AWS published the Agentic AI Security Scoping Matrix in November 2025, it put language around something we'd been building toward with Rynko Flow for a few months. The framework categorizes agent
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