It's great that @AnthropicAI Claude 4 is now pretty good at writing FastHTML/fastlite applications! Sometimes it writes a bit more code than is needed, since it doesn't fully understand idiomatic patterns. This new guide is written to help Claude:
@jeremyphoward
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Deep Learning in Microbiology: Critical Analysis of ML Enzyme Research
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I'm thrilled to see @math_rachel
's interesting new article, on a recent deep learning microbiology paper, getting the attention it deserves — check it out if you haven't seen it yet! https://
rachel.fast.ai/posts/2025-06-
04-enzyme-ml-fails/index.html
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MonsterUI Component Library for FastHTML Reaches HN Front Page
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What a nice surprise – the MonsterUI component library for FastHTML on the HN front page 🙂
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How Sebastian Ruder Made ULMFiT Paper Happen
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How @seb_ruder made the ULMFiT paper happen (from 2018 http://
fast.ai student notes: https://
cedrickchee.gitbook.io/knowledge/cour
ses/fast.ai/deep-learning-part-2-cutting-edge-deep-learning-for-coders/2018-edition/lesson-10-transfer-learning-nlp
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Automate Dataclass Decoration in analyse Function
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BTW instead of requiring the user to add the dataclass decorator, you could call `flexiclass` inside `analyse` to do it for them. Then it'll work with any regular class.
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fastcore.documents: Four Years of Underrated Developer Tool
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It's been 4 years since I created fastcore.docments. I keep waiting for the world to actually notice — because I really think it's pretty damned handy! 😀
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fastcore-documents meets DSPy: AI open source crossover
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fastcore-docments + @DSPyOSS — crossover of the year!
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Gemini API improvements and model quality assessment
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I love Gemini, for the record 🙂 They only recently fixed their caching situation, and their API is still too complicated, but the models are great.
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SolveIt: AI System Beta Testing Results After Six Months
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I mainly use solveit, which is a system we built and have had 1000 beta testers using it for ~6 months.
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Sonnet pricing analysis: caching benefits versus marginal costs
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I certainly wouldn't say it's clearly worth the extra cost, at least. (Especially since I use caching a lot, which is a 90% discount for Sonnet.)