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Why Agentic AI Requires a “Determinism-First” Architecture
February 12, 2026 | 4 min read

The current discourse around AI is fixated on the "Brain" – Large Language Models (LLMs) and the generative capabilities of agents. But for the enterprise, a brain without a nervous…

2025 Takeaways: The Year Real-Time got Real
December 16, 2025 | 4 min read

In 2025, real-time decisioning shifted from a technical ambition to a business requirement. As streaming, AI, and edge computing matured, organizations were forced to rethink how quickly, consistently, and safely…

Lessons from the AWS Outage and Why Deterministic Decision Fabrics Matter
November 19, 2025 | 4 min read

In mid-October 2025, a single race condition in the DNS automation layer behind Amazon DynamoDB triggered one of the largest cloud outages in recent memory. Tens of thousands of businesses…