7h ago · 8 min read · This is the second of two articles cataloging failure modes I've observed running an agent harness in production. The first five, in Part 1, shared a theme: the system certified success when no real w
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10h ago · 12 min read · There is a question that keeps surfacing in developer communities around MCP: “Can I just replace my REST API with this?” It is not a naive question. It comes from engineers who have looked at what MC
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12h ago · 3 min read · Every MongoDB developer eventually faces the same question: Should I embed this data or create a reference? At first, the answer seems simple. MongoDB is a document database, so embedding everything s
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15h ago · 6 min read · I'm building FamNest, an AI wellness coach for exhausted parents. A parent spends 30 seconds on a check-in — mood, stress, hours slept, minutes free today, one goal — and gets back a warm, doable micr
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19h ago · 4 min read · We’ve all been there. You spend weeks building a feature, testing it on your local simulator or a physical device running a development stream. Everything is butter. No lag, no warnings. You confident
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21h ago · 4 min read · When engineering teams transition from building basic text-based chatbots to launching advanced multi-modal AI software (such as automated image rendering, video generation, or digital avatar pipeline
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