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Tech FrontiersSimon Willison releases LLM library 0.32 alpha with message sequences and typed streaming chunks, replacing the old text-in-text-out model to fully support multi-turn dialogue, multimodal output, and tool calling.
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Deep DivesDeep dive into LLM 0.32a0 alpha: a major refactoring from text conversations to message sequences and typed streaming events, supporting multimodal output, tool calls, and flexible serialization.
Tech FrontiersSimon Willison releases LLM CLI tool 0.32a1 alpha, fixing a critical bug where tool-calling conversations couldn't be correctly restored from SQLite, ensuring data integrity in AI Agent workflows.
Tech FrontiersDeep dive into Simon Willison's LLM Python library 0.32 refactoring: new message sequence API, typed streaming responses, and universal serialization for multimodal AI and tool calling.
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Deep DivesDeep dive into Simon Willison's LLM 0.32a0 refactoring: message sequence inputs, typed streaming events, SQLite-decoupled serialization, and backward-compatible API evolution strategies.
TutorialsSimon Willison used Claude Code's web version on his phone to add iNaturalist wildlife observation records to his blog. Analysis of the technical implementation, Beats content aggregation system, and how AI-assisted coding breaks mobile development barriers.
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Tech FrontiersSimon Willison releases LLM CLI tool v0.32a1, fixing a data integrity bug when reloading tool-calling conversations from SQLite. Details on the fix, impact, and upgrade steps.
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TutorialsSimon Willison used Claude Code's web version on his phone to add iNaturalist wildlife observation sync to his blog, going from prototype to production in just two days.
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Deep DivesDeep dive into Simon Willison's LLM 0.32a0 refactoring: message sequence inputs, streaming typed events, tool calling loops, and serialization for modern multimodal LLM scenarios.
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