Apr 7 · 14 min read · { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is real-time personalization?", "acceptedAnswer": { "@type": "Answer", "text": "Real-time persona...
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Apr 7 · 14 min read · { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "Can you build a content recommendation engine without machine learning?", "acceptedAnswer": { "@type": "Answer...
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Apr 7 · 18 min read · { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is collaborative filtering?", "acceptedAnswer": { "@type": "Answer", "text": "Collaborative filte...
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Apr 7 · 17 min read · { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is a real-time recommendation system?", "acceptedAnswer": { "@type": "Answer", "text": "A real-ti...
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Apr 7 · 11 min read · Introduction Your fraud detection agent flags a transaction as suspicious, but the customer already updated their shipping address ten minutes ago. Your support agent tells a customer that an item is in stock, but the last inventory sync ran at midni...
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Apr 7 · 10 min read · Introduction Your AI agent can write SQL. It can summarize text, reason about user intent, and call external APIs. But when a customer asks "Where is my order right now?", the agent hits a wall: the data it can access is hours old, trapped in a batch...
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Apr 7 · 14 min read · Introduction Search for "agentic data architecture" and you will find no shortage of material. Pyramid diagrams with three to five layers. Circles labeled "orchestration" pointing to other circles labeled "context." Frameworks with names like the Rea...
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Apr 7 · 14 min read · Background: Why Feature Stores Existed The feature store concept emerged from a specific problem in production machine learning. Data scientists compute features for model training in notebooks or Spark jobs. Production engineers re-implement those s...
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Apr 7 · 13 min read · The State Management Problem Most agent frameworks ship with a convenient default for state: a Python dict, a SQLite file, or an in-process object on the host machine. This works fine for a single agent running on a single machine during a demo. It s...
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