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THE DAILY INDEX

Technology, AI, software, security, crypto and business

ARTICLES & TUTORIALS

TLDR Web Dev

HOW LINKEDIN SERVES 5 MILLION USER PROFILES PER SECOND

LinkedIn's user profile views created a massive read workload that pushed the limits of its existing document database, Espresso. To solve this, its team introduced Couchbase, a distributed NoSQL database, as a caching layer to reduce the read load on Espresso. They designed the caching layer to be independent of Espresso to avoid cascading failures if Couchbase experienced issues. The entire profile dataset is cached in every data center for quick access.

INSIDE THE CRISIS AT GOOGLE

Google's recent AI debacle with its Gemini image and text generation tool has sparked an internal crisis, with plummeting morale and calls for CEO Sundar Pichai's resignation. While the public focuses on potential bias in the tool, the root cause lies in organizational chaos: unclear ownership of Gemini's development and a lack of accountability within Google teams. This dysfunction led to hasty decision-making and insufficient coordination, resulting in the tool's problematic outputs.

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