AlexWebLab

Explore a wide range of web development topics, from JavaScript to React and beyond, and uncover valuable insights to enhance your skills.

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Latest 2 articles:

How to Grow an AI Application Architecture Without Building a Platform Too Soon

November 3, 2026

Architecture Patterns AI Engineering ✨Security & Architecture

An AI application becomes more capable by adding context, guardrails, routing, caching, and actions for named problems, not by adopting every component before the first request succeeds.

When One GPU Is Not Enough: Choosing Replica, Tensor, and Pipeline Parallelism

October 31, 2026

Architecture Patterns AI Engineering ✨

Multiple accelerators can increase model capacity, throughput, or resilience, but not by the same mechanism. Learn how replica, tensor, pipeline, and context parallelism trade communication, latency, utilization, and operational complexity.

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