Part 8/12
Memory Systems for Conversational RAG
Add conversational memory to your RAG systems. Learn short-term buffers, long-term memory with Zep and MemGPT, and production patterns for stateful AI assistants.
December 31, 2025
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Part 9/12
Advanced RAG Patterns: Self-RAG, CRAG, and Agentic Retrieval
Master advanced RAG architectures including Self-RAG, Corrective RAG, agentic retrieval, multi-modal RAG, and Graph RAG for complex knowledge systems.
December 31, 2025
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Part 10/12
RAG Evaluation and Observability: Measuring What Matters
Evaluate and monitor your RAG systems with RAGAS, TruLens, and LangSmith. Learn key metrics for retrieval and generation quality, plus production observability patterns.
December 31, 2025
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Part 11/12
Production RAG: Performance, Cost, and Scale
Take your RAG system to production with caching, latency optimization, cost management, and security patterns. Learn real-world scaling strategies.
December 31, 2025
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Part 12/12
RAG Gotchas: Avoiding Common Pitfalls
Avoid the most common RAG mistakes: chunking errors, embedding pitfalls, context overflow, hallucination traps, and security vulnerabilities. A comprehensive best practices guide.
December 31, 2025
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Git Folder Exposure: Fix This Before You Deploy
Your exposed .git folder lets attackers reconstruct your source code and steal secrets. Here's how to check, fix, and prevent this common deployment mistake.
March 9, 2026
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Supabase RLS Explained: The Lock Your Database Needs
Supabase Row Level Security (RLS) is the single most important setting vibe coders miss. Without it, anyone with your project URL can read every row in your database. Here's how to fix it today.
March 8, 2026
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Your AI Coding Assistant Is Leaking Your API Keys
AI coding tools like Cursor and Copilot routinely hardcode API keys into your source files. Learn how one developer lost $82,000+ and the exact steps to protect yourself today.
March 7, 2026
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.env Files Explained: Protect Your API Keys Today
.env files store your API keys and passwords outside your code so they never get shared publicly. Here's how to set them up in Cursor, Replit, and Vercel today.
March 6, 2026
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The Silent Hang: Debugging a Vite/Tailwind Recursion Bug
When Vite starts but the browser hangs forever, the culprit might be your CSS pipeline. A postmortem on how a glob pattern turned node_modules into an infinite loop.
December 31, 2025
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