Apr 9 · 5 min read · We Rebuilt Our RAG Pipeline 4 Times — Here's the Architecture That Finally Served 50K Daily Queries Under 800ms Our first RAG system hit 91% user satisfaction in demos and 34% in production. This is the brutal post-mortem of 4 rebuilds, 3 fired vendo...
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Apr 1 · 5 min read · Every AI coding tool you use needs access to your code to function. Copilot reads your files for completions. Cursor indexes your project for context. LangChain traces log your prompts and outputs for
Join discussionMar 30 · 5 min read · In Part 4, we closed the loop on authentication and established our "Stop & Ask" mandate. We moved from a blank slate to a persistent session model. But a login screen is just a door—this session was
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Mar 29 · 6 min read · Your LLM Is Lying to You Silently: 4 Statistical Signals That Catch Drift Before Users Do No 500 errors. No latency spikes. Just 91% of production LLMs quietly degrading — and your dashboards showing green the whole time. Here's the core tension I ke...
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Mar 27 · 5 min read · pgvector is the fastest way to add vector search to an existing PostgreSQL database. One extension, a few SQL commands, and you have similarity search running alongside your relational data. No new in
Join discussionFeb 13 · 5 min read · Artificial Intelligence is no longer just a research topic discussed in academic papers. It powers recommendation systems, fraud detection engines, chatbots, autonomous systems, and now large language models that assist developers, writers, and busin...
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Jan 20 · 1 min read · Start your journey into next-generation computing with NVIDIA Blackwell architecture, designed for advanced AI training, machine learning, data centers, and high-performance computing (HPC). Billion Bison delivers enterprise-grade NVIDIA Blackwell GP...
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Jan 15 · 5 min read · A week ago, I built a RAG system for Laravel documentation. It worked well: embed markdown files, retrieve relevant chunks, generate answers. Clean, straightforward, useful. But documentation is static text. What about structured data? What happens w...
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