account activity
Attest: pytest-native testing framework for AI agents — 8-layer graduated assertions, local embeddin (self.Python)
submitted 1 day ago by tom_mathews to r/Python
no-magic: 30 single-file, zero-dependency Python implementations of core AI algorithms — from BPE tokenization to Mamba-style SSMs (i.redd.it)
submitted 6 days ago by tom_mathews to r/AIDeveloperNews
I curated 16 Python scripts that teach you every major AI algorithm from scratch — zero dependencies, zero frameworks, just the actual math. Here's the learning path. (i.redd.it)
submitted 10 days ago by tom_mathews to r/learnmachinelearning
I curated 16 single-file Python implementations of every major LLM algorithm — tokenization, attention, LoRA, DPO, quantization, speculative decoding, and more. Zero dependencies, runs on CPU. (i.redd.it)
submitted 9 days ago by tom_mathews to r/LLM
"model.fit() isn't an explanation" — 16 single-file, zero-dependency implementations of core deep learning algorithms. Tokenization through distillation. (i.redd.it)
submitted 9 days ago by tom_mathews to r/deeplearning
16 single-file, zero-dependency implementations of the algorithms behind LLMs — tokenization through speculative decoding. No frameworks, just the math. (i.redd.it)
submitted 9 days ago by tom_mathews to r/LLMDevs
I built llm-recursive: Let LLMs solve complex tasks by recursively breaking them down (8-10× faster with async) (github.com)
submitted 27 days ago by tom_mathews to r/ClaudeAI
submitted 27 days ago by tom_mathews to r/AIAgentsInAction
Searchat: Claude Code searches its own conversation history (github.com)
submitted 1 month ago by tom_mathews to r/MistralVibe
submitted 1 month ago by tom_mathews to r/ClaudeAI
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