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Python 3.4: Beyond Scripting – Building Scalable Systems
- Turker Senturk
- Software
- 13 min read
- 03 Apr, 2026
There's a category of software releases that doesn't make headlines. No flashy syntax changes, no paradigm shifts, no blog posts going viral on Hacker News. Python 3.4 was exactly that kind of release
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The LiteLLM Supply Chain Attack: How a Security Scanner Became a Backdoor
- Turker Senturk
- AI , Software
- 7 min read
- 27 Mar, 2026
If you work with AI APIs, there's a reasonable chance LiteLLM is somewhere in your dependency tree — possibly without you ever explicitly installing it. It's one of the most widely used Python librari
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Python 3.3: The Version That Quietly Rewired Everything
- Turker Senturk
- Software
- 13 min read
- 26 Mar, 2026
September 2012. The iPhone 5 had just launched. Gangnam Style was breaking the internet. And somewhere in the Python changelog, three features shipped that most developers barely noticed — yet went on
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Python 3.2 and concurrent.futures: The Release That Made Python 3 Worth Using
- Turker Senturk
- Software
- 14 min read
- 25 Mar, 2026
Let's be honest about something: Python 3.0 was kind of a disaster. Not a catastrophic, "burn it all down" disaster — more like the kind of disaster where you show up to a party with great intentions,
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Cleaning the Slate: The Radical Engineering Behind Python 3.0
- Turker Senturk
- Software
- 8 min read
- 19 Mar, 2026
In the software world, backward compatibility is practically sacred. Libraries, frameworks, entire companies are built on the assumption that updating a language won't torch everything you've already
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The Operator That Dethroned a King: Python's Walrus Operator Story
- Turker Senturk
- Software
- 14 min read
- 15 Mar, 2026
On the morning of July 12, 2018, members of the Python community woke up, opened their laptops, and found a message on the python-committers mailing list that would change the trajectory of one of the
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The Story of Python's Lazy Imports: Why It Took Three Years and Two Attempts
- Turker Senturk
- Software
- 14 min read
- 08 Mar, 2026
You run mytool --help and wait. Two seconds. Three. No network requests, no error, no disk thrashing. Just Python dutifully loading PyTorch, NumPy, pandas, and a dozen other heavy libraries it will ne
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Vercel Just Proposed a TypeScript-Inspired Upgrade to Python's Type System
- Turker Senturk
- Software , Technology
- 10 min read
- 08 Mar, 2026
If you've ever jumped between a TypeScript codebase and a Python one, you know the feeling. TypeScript gives you this almost magic-like type system where you can slice, dice, and reshape types at comp
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Implementing RAG from scratch with Python, Qdrant, and Docling
- Turker Senturk
- AI
- 5 min read
- 29 Nov, 2025
We're living in a world where concepts like RAG, fine-tuning, and LlamaIndex have become part of everyday conversation. But have you noticed? Everyone uses these as general knowledge terms. We know wh
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Aspire 13: Unlocking Polyglot Development
- Turker Senturk
- Software
- 2 min read
- 27 Nov, 2025
Key HighlightsAspire 13 introduces comprehensive support for Python and JavaScript as first-class citizens Polyglot development enables seamless integration of .NET, Python, and JavaScript application
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