19h ago · 5 min read · I was tasked with building persistent memory for Claude Code, but quickly realized that it was a more complex problem than I initially thought, and I'd like to share my journey and lessons learned. Have you ever run into a situation where you thought...
Join discussionJan 3 · 17 min read · Since the introduction of NextJS server-side components, an efficient pattern for handling data has been widely adopted in the industry. This pattern utilizes NextJS server-side components to fetch data and utilizes React Query to cache data and sync...
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Dec 20, 2025 · 6 min read · Introduction "Imagine you’re handling terabytes of data on a single machine… and it crashes. Nightmare, right? This is where distributed file systems save the day." In the data-heavy world we live in, having every data on one machine is a limitation ...
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Dec 17, 2025 · 3 min read · 📜 What Is “Storage Wars”? As data volumes grow, organisations face a fundamental question:Where should data live once it’s ingested and prepared? Over time, three major storage architectures have emerged: Data Lakes for raw, large-scale data storag...
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Dec 16, 2025 · 4 min read · Selecting the right storage virtualization software is a critical strategic decision. The right platform transforms fragmented storage into a powerful, agile resource. The wrong choice can add complexity, not reduce it. To ensure you invest in a solu...
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Nov 23, 2025 · 5 min read · Choosing Your Data Store: SQL vs. NoSQL and Beyond So, you're building something amazing! A website, an app, a service – whatever it is, you need a place to store your data. And that's where choosing the right data store comes in. It's a crucial deci...
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Aug 14, 2025 · 8 min read · Why Decentralized Storage? Think Resilience and Freedom Imagine if all your files lived on one server. If that server goes down - or gets blocked - everything disappears.Decentralized storage spreads your files across many nodes worldwide. That means...
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Jul 31, 2025 · 12 min read · What Is mdraid? Core Concepts mdraid (often shortened to MD RAID or simply md) is the Linux kernel’s built‑in software RAID framework. It aggregates multiple block devices (drives, partitions, loopbacks, NVMe namespaces, etc.) into a single logical b...
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Jul 16, 2025 · 2 min read · Lets understand this by comparing it to csv format, which is quite well known. Query Performance: CSV vs Parquet Example Queries and Performance Query 1: Column Aggregation sql SELECT SUM(price) FROM sales; CSV Performance: Must read entire file (...
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