6d ago · 6 min read · Here is a situation most data engineers have been in. A pipeline breaks, the error traces to a column transformation, and the business rule that governs that column lives in a Confluence page from two
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Apr 21 · 6 min read · What if an AI Read Your Confluence AND Your Codebase — Cross-Referenced Them — and You Could Just Ask It Stuff? We gave an AI our docs, our code, and our dignity. 28 files later, we're choosing to call it a win. TL;DR We pointed an LLM at our Conflue...
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Dec 18, 2025 · 11 min read · MariaDB is a widely used open-source relational database that powers eCommerce operations with features like high availability, scalability, and flexible storage engine options. Platforms such as WooCommerce rely on it to manage product catalogs, cus...
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Dec 13, 2025 · 17 min read · Introduction & Motivation RAG, RAG, and more RAG. Back in 2023, LLMs became the buzzword with the introduction of ChatGPT. Soon after, “prompt engineering” took off. Then came RAG. Today, we are talking about agents, multi agents, and even “vibe codi...
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Oct 23, 2025 · 2 min read · Picture this. Someone just signed up for your product. They’re excited to try it out and follow the setup guide step by step. But halfway through, they get stuck trying to figure out how to activate a feature. They open your help page, hoping to find...
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Oct 23, 2025 · 16 min read · Salesforce is the backbone of customer relationship management (CRM) for thousands of enterprises — the single source of truth for accounts, opportunities, contracts, and support cases.But as organizations grow, so does the complexity of their CRM da...
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Oct 2, 2025 · 3 min read · Every developer knows the struggle: codebases grow fast, documentation lags behind, and onboarding new engineers becomes a painful process. Searching for answers in thousands of files or outdated wikis wastes time and slows down productivity. What if...
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Sep 2, 2025 · 9 min read · As large language models (LLMs) and vector search become increasingly common in enterprise AI stacks, one of the quiet but persistent challenges is precision. Semantic search excels at retrieving conceptually similar content, but it can fail when exa...
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Jul 9, 2025 · 4 min read · In today’s world of AI and machine learning, turning raw text into something computers can truly “understand” is becoming essential — especially when working with large documents like PDFs. If you’ve ever wished you could search your PDFs for ideas a...
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