@mark200
Developer
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Feb 10 · 6 min read · How a messy prototype forced me to rethink model selection I built a weekend prototype that stitched together a chat UI, an image generator, and a small retrieval layer. At first everything felt fast: the quick wins from different model choice...
Join discussionFeb 10 · 5 min read · Abstract - As a Senior Solutions Architect responsible for a live conversational platform, this case study documents a high-stakes migration where model choice was the limiting factor. The system served real users, ran on production traffic, and requ...
Join discussionFeb 10 · 5 min read · I used to treat research the way I treat quick fixes: a browser tab, a search query, and whatever stacked links I could skim between meetings. It worked for surface-level problems, but one project - a messy PDF extraction pipeline with inconsistent c...
Join discussionFeb 9 · 5 min read · Head - the immediate problem ai ad copy generator outputs look useful in isolation, but campaigns still miss targets because generated text lacks context, repeatability, and measurable feedback. Teams try manual edits, ad-hoc A/B tests, and cr...
Join discussionFeb 9 · 6 min read · I used to flit between search tabs like a wireframe sketch-one tab for quick facts, another for a paper PDF, a third for notes. Day after day I stitched fragments together, trying to turn scattered snippets into something trustworthy. That changed on...
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