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📌 About Author
Education and facts
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FastAPI DDD Blog - Part 4
Publication Lifecycle. Editorial Review
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FastAPI DDD Blog - Part 3
External Integration. Users Engagement
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FastAPI DDD Blog - Part 2
Cognitive Layer. LLM Integration
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FastAPI DDD Blog - Part 1
Setup Project. Dependencies Direction. CRUD
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Second brain. Where is the First?
On overengineering note-taking systems before you actually need them.
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Python concurrency and parallelism
Threads, processes, and the GIL explained through the practical difference between waiting and working.
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Exceptions or conditional checks in Python
When EAFP keeps application code cleaner than returning `None` through multiple layers.
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Python hash() and identity
`hash()` is not a stable identity function, and large integer-style hashes can be truncated to platform hash width.
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Flatten nested iteration in Python
How to flatten nested iteration with `itertools.chain` and generator expressions without making the code harder to read.
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Python generators in practice
Concrete situations where generators actually earn their keep.
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Stale
This article is outdated — information may no longer be accurate.
Family Budget Bot v1 for Telegram
A self-hosted Telegram bot for tracking shared family expenses.