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Tomas Novak
@tomas_ml
ML engineer. RAG, embeddings, and too many GPUs.
PythonRAGLangChain
📅 Joined May 2026
🌱 Early Adopter
Activity
25 votes · 2 replies
Open-source vs closed models in production — 2026 reality check
Comment
Hybrid search. Adding plain BM25 next to vectors fixed more retrieval misses than any embedding upgr...
40 votes · 3 replies
Claude vs GPT for coding agents — real experience thread
Comment
Windsurf for me — multi-file edits land with fewer hallucinated imports. But I rebuild my rules file...