Latest Articles

Moving From Supply Chain Dashboards to Decision Loops With the Model Context Protocol

Moving From Supply Chain Dashboards to Decision Loops With the Model Context Protocol

Moving from supply chain dashboards to decision loops with MCP: sense, decide, act, and verify, with typed action tools, idempotency keys, and graduated human approval.

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Metric Contracts as the Interface AI Agents Actually Need

Metric Contracts as the Interface AI Agents Actually Need

Metric contracts as the interface AI agents need: calculation, inclusion rules, grain, temporal semantics, ownership, semantic versioning, and testing metrics in CI.

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Cross-Cloud Credential Vending in Apache Polaris and the End of Permanent Storage Keys

Cross-Cloud Credential Vending in Apache Polaris and the End of Permanent Storage Keys

How Apache Polaris vends short-lived, prefix-scoped storage credentials across AWS, Azure, and GCP, and how to retire permanent storage keys for good.

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Designing Policy-Aware Telemetry Tables for AI Systems in Apache Iceberg

Designing Policy-Aware Telemetry Tables for AI Systems in Apache Iceberg

Designing policy-aware AI telemetry tables in Apache Iceberg: what to log, tamper evidence, retention against conflicting deletion requirements, and tracing agent decisions.

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