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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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