William Gonzalez

AI agents are only as powerful as their memory. Redis has been named the #1 data storage choice for AI agents in 2025. The reason? Redis delivers what AI truly needs: - Real-time vector storage - Semantic caching - Long-term memory for LLMs At Bassirah, we see this as validation of why Redis is central to the next generation of AI-native data platforms powering everything from agentic RAG systems to enterprise decision engines. 🔗 Read more: https://lnkd.in/db47k6zG #AI #Redis #RAG #LLM #DataEngineering #AIAgents #ArtificialIntelligence

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Redis 8 is GA and packed with new features, including new data types, faster commands, higher throughput, and faster replication. Learn more about our most performant and scalable version yet: https://lnkd.in/eFU5qPDs

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MCPs are changing software - we're launching the first Dynamic Code Analysis #MCP server to provide AI agents with production context to ground their generated code in reality 🤖 https://digma.ai/mcp/

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This foundational checklist from Augusto Rosa’s Snowflake Architecture Series is a must-read. Whether you're new to Snowflake or scaling your cloud data platform, this checklist breaks down the essential building blocks—like identity and access, cost governance, and data modeling—that every data team needs to get right. Set yourself up for long-term success with Snowflake—this is the perfect place to begin. https://lnkd.in/eYP8jZ2s

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Interviewing for an AI/ML role? Check out our latest blog post on how to practice ML System Design interviews - get the latest tips on what to expect as a candidate in 2026. https://lnkd.in/eVRNsGZt

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🐍🎧 Preparing Data Science Projects for Production What are the essential tools and techniques to make your code reproducible, organized, and testable? This week on the show, Khuyen Tran from CodeCut discusses her new book, "Production Ready Data Science." https://buff.ly/KVFaGHB

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From UI frameworks to data dashboards to cutting-edge NLP, at New Math Data, we’ve been busy exploring the cutting-edge technology that moves teams and organizations forward. ✅ Angular 20 is here, and Sriprasad's article touts it as the most developer-friendly release yet. With standalone components, zoneless change detection, and a smarter build pipeline, this version doesn’t just modernize, but it simplifies and accelerates. This article has an overview of the new features with code examples to boot! 📊 QuickSight QuickStart: Chris K. shows how to go from a blank AWS account to a fully deployed BI environment in one command. No click-heavy setup. Just dashboards, data, and fast insights. 🧠 RAG Meets Computational Linguistics: Here, I discuss computational linguistics concepts and how Retrieval-augmented generation becomes far more powerful when paired with knowledge of and clever implementation of the fundamentals. This isn’t just theory. It’s how you build smarter RAG systems. We're always aiming to ship ideas that matter and push us forward, as well as systems that scale. Dive into the details or reach out if you're solving similar challenges! https://lnkd.in/gTzHibvk https://lnkd.in/gawTbraM #Angular #AWSQuickSight #NLP #RAG #DataEngineering #SoftwareDevelopment #MachineLearning #AI #CloudComputing #NewMathData

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