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update reading log
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docs/resources/.bookshelf.md

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### Software Architecture : The Hard Parts - Martin Fowler
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### https://x.com/mckayjohns/status/2023157656962339227?s=20
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### Data Quality Fundamentals - Barr Moses, et al
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### https://tamer-khraisha.medium.com/financial-data-engineering-series-1-n-an-introduction-ead629fc5721

docs/resources/.follow.md

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https://medium.com/@sanilkhurana7
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https://lucumr.pocoo.org
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https://medium.com/@s.sarathvarma
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https://tamer-khraisha.medium.com/

docs/resources/.reading_log.md

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# Feb-15-2026
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## Financial Data
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https://tamer-khraisha.medium.com/financial-data-engineering-series-1-n-an-introduction-ead629fc5721
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## NER
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### SpaCy
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https://news.ycombinator.com/item?id=44994535
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### GliNER
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https://alain-airom.medium.com/the-next-generation-of-privacy-using-docling-gliners-advanced-ner-to-masterfully-detect-and-6bf8fe68b2ed
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https://github.com/urchade/GLiNER/blob/main/examples/load_local_model.ipynb
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## Kafka
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### Event Sourcing
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https://www.tinybird.co/blog/event-sourcing-with-kafka
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https://pub.towardsai.net/kafkas-role-in-mlops-scalable-and-reliable-data-streams-03bb274f80b8
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### Partitions in Kafka
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https://stackoverflow.com/questions/38024514/understanding-kafka-topics-and-partitions
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https://x.com/BdKozlovski/status/2013626338587091139?s=20
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https://arpitbhayani.me/blogs/kafka-partitions/
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## Python
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When I got into Python coming from Java it was such a breath of fresh air. I had fun writing code again, and the code was so readable!
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Look at this snippet from Raymond Hettingers talk where he converts Javaesque code to Pythonic: https://www.youtube.com/watch?v=wf-BqAjZb8M&t=1469s (the whole talk is great)
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## RUST
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https://blog.savant-ai.io/documenting-native-python-extensions-made-with-rust-and-pyo3-227aff68e481
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## Web
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https://medium.com/@bfortuner/how-web-applications-work-4424c6fb175a
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https://www.youtube.com/watch?v=RIVcqT2OGPA
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https://lyz-code.github.io/blue-book/asyncio/
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https://layer77.net/2022/07/17/making-async-calls-to-google-cloud-storage/
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https://www.reddit.com/r/Python/comments/11zsr7f/is_it_a_good_time_to_use_asyncio/
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https://www.roguelynn.com/words/asyncio-we-did-it-wrong/
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https://sailor.li/asyncio
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https://github.com/python/cpython/blob/3.14/Lib/asyncio/coroutines.py
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https://docs.python.org/3/library/asyncio-task.html
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Using Asyncio in Python
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https://www.dabeaz.com/coroutines/Coroutines.pdf#page=16
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https://dev.indooroutdoor.io/asyncio-demystified-rebuilding-it-from-scratch-one-yield-at-a-time s
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https://www.dabeaz.com/coroutines/Coroutines.pdf#page=16
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## Data Engineering
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https://medium.com/@s.sarathvarma/data-engineering-system-design-clickstream-pipeline-into-a-modern-lakehouse-b977696030f7
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# Jan-20-2026
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### Search Systems
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https://substack.com/home/post/p-185622370
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https://blog.wilsonl.in/search-engine/
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### Lazy Loading Container Images
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https://aws.amazon.com/about-aws/whats-new/2022/09/introducing-seekable-oci-lazy-loading-container-images/
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