10h ago · 7 min read · What Led Me Here You push a change that works locally. The tests pass. CI runs and fails. You rerun the pipeline without touching the code, and this time it succeeds. Nothing changed, yet the outcome
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1h ago · 15 min read · Executive Summary On March 24, 2026, threat group TeamPCP successfully pushed two backdoored versions of the Python library LiteLLM (v1.82.7 and v1.82.8) to PyPI — a package registry serving over 95 m
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3h ago · 8 min read · A daily deep dive into llm topics, coding problems, and platform features from PixelBank. Topic Deep Dive: BLEU & ROUGE From the Evaluation & Benchmarks chapter Introduction to BLEU and ROUGE BLEU (Bilingual Evaluation Understudy) and ROUGE (Recall-...
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6h ago · 10 min read · Build a RAG Pipeline from Scratch in Python: A Step-by-Step Guide Turn any folder of documents into an AI that actually knows what it's talking about — no hallucinations, no expensive services, just Python and your own data. Build a RAG Pipeline from...
Join discussion7h ago · 1 min read · I've been working on reddit monitor bot for a while and wanted to share what I learned. The problem Monitor any subreddit or keyword in real time and get instant alerts when relevant posts or comments appear. Ideal for brand monitoring, lead generati...
Join discussion8h ago · 3 min read · v0.2.9 is out on PyPI. Four new things, all driven by what people asked for after shipping agents to production: prove the output wasn't swapped, hand a customer a document they can verify themselves, check everything before you run, and stop agents ...
Join discussion10h ago · 12 min read · Why Most Rate Limiter Articles Miss the Point Search "rate limiter system design" and you'll find two kinds of articles. The first kind gives you a surface-level overview of algorithms with no real im
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