Category: Consistency
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4 min read
Why Agentic AI Requires a “Determinism-First” Architecture
Read more: Why Agentic AI Requires a “Determinism-First” ArchitectureThe 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 system can quickly go from a dream to a nightmare. As enterprises…
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4 min read
Lessons from the AWS Outage and Why Deterministic Decision Fabrics Matter
Read more: Lessons from the AWS Outage and Why Deterministic Decision Fabrics MatterIn 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 experienced downtime, transaction failures, stalled deployments, and cascading service degradation. According to…
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4 min read
ACID Without Locks: Why Deterministic Concurrency Works
Read more: ACID Without Locks: Why Deterministic Concurrency WorksIs your database truly ACID compliant—or just locked down by compromises? In the ever-evolving landscape of databases, ACID compliance remains the gold standard for applications in banking, travel, e-commerce, and telecom that demand strong guarantees on Atomicity, Consistency, Isolation, and Durability. Yet,…
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