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From Idea to MVP: How I Use AI Before Writing a Single Line of Code
4h ago · 5 min read · Stop Asking AI to Write Code. Ask It What to Build Instead. Most developers use AI to generate code. I do that too. But the most valuable way I use AI isn't writing code—it's helping me decide what to
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Your AI assistant can leak files people aren't allowed to see — here's how to fix it
20h ago · 11 min read · TL;DR Vector search ignores your permission model: an engineer can ask your RAG assistant about board-level financials and get them, because semantically close = retrieved, and a restricted chunk in
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Topic Suggestion — Designing a Function That Knows What to Recommend Without Magic Numbers
9h ago · 8 min read · Phase 4 gave the study system memory of individual problems — when each one is due for review based on SM-2. Phase 5 asks a different question: zoomed out across all topics, what should I actually be
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When a hardening rollout breaks 8 layers and your own reconciler fights you
1h ago · 12 min read · The first thing the on-call team tried was patching the status ConfigMap. Five apps showed Progressing in the platform's bleater-status object, the dashboard had been red for four hours, and somebody
Join discussionReading AgentGateway's config.yaml (From Scary First Line to Writing Your Own)
1h ago · 8 min read · In Post 2 we grabbed the Windows binary, dropped a config.yaml next to it, and watched a real MCP tool server show up in the browser. It worked. But if I'm honest, we never actually read that file. We
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RAG Under Fire: Retrieval Pipeline Vulnerabilities & Indirect Prompt Injection
1h ago · 14 min read · NeuralStack | MS Tech Blog – Databases & Data Engineering in AI Security Engineering, Part 3 of 4 The Retrieval Pipeline as a Trust Boundary Retrieval-Augmented Generation (RAG) is now the dominant a
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