// Codex </>

WRITING

Essays, field notes, and reflections on technology, design, and life.

Volume

15entries

2026

13 entries

15V
Transformer Aslında Ne Yapıyor? Attention, RoPE ve Mimarinin İçine Çıplak Gözle Bakmak (2026)
·transformer·attention·rope
12V
LLM Nedir? Sıfırdan Başlayanlar İçin Sözlük
·llm·yapay-zeka·ai
13II
Writing High-Performance Python in 2026: When Cython, Numba, Mojo, and C Extensions Make Sense
·python·performance·cython
13II
Zero-Copy Serialization in Python: Protocol Buffers, FlatBuffers, and msgspec in 2026
·python·performance·serialization
13II
Async/Await Under the Hood: Building Your Own Event Loop in 200 Lines of Python
·python·async·asyncio
13II
CPython JIT Compiler: Python's Experimental JIT Explained
·python·performance·cpython-internals
13II
Python's Incremental GC in 3.14: From 100ms Pauses to 10ms — How the New Two-Generation Collector Works
·python·performance·cpython-internals
13II
The Art of Python Descriptors: How Django ORM Actually Works Under the Hood
·python·advanced-python·django
13II
Metaclasses Demystified: Building Self-Registering Plugin Systems in Python
·python·advanced-python·design-patterns
13II
Deferred Annotations in Python 3.14: How Lazy Evaluation Cuts Startup Time by 50%
·python·type-hints·performance
13II
Template Strings (T-Strings) in Python 3.14: Beyond F-Strings — Building Safe SQL, HTML, and DSL Generators
·python·security·web-development
13II
Python 3.14 Free-Threaded Mode: The GIL Is Finally Optional — What Changes for Real Workloads
·python·performance·concurrency
04II
Torna Nedir? Temel Bilgiler ve Kapsamlı Rehber [2026]
·torna·torna tezgahı·CNC torna

2025

2 entries

WRITING

2026

Transformer Aslında Ne Yapıyor? Attention, RoPE ve Mimarinin İçine Çıplak Gözle Bakmak (2026)

LLM Nedir? Sıfırdan Başlayanlar İçin Sözlük

Writing High-Performance Python in 2026: When Cython, Numba, Mojo, and C Extensions Make Sense

Zero-Copy Serialization in Python: Protocol Buffers, FlatBuffers, and msgspec in 2026

Async/Await Under the Hood: Building Your Own Event Loop in 200 Lines of Python

CPython JIT Compiler: Python's Experimental JIT Explained

Python's Incremental GC in 3.14: From 100ms Pauses to 10ms — How the New Two-Generation Collector Works

The Art of Python Descriptors: How Django ORM Actually Works Under the Hood

Metaclasses Demystified: Building Self-Registering Plugin Systems in Python

Deferred Annotations in Python 3.14: How Lazy Evaluation Cuts Startup Time by 50%

Template Strings (T-Strings) in Python 3.14: Beyond F-Strings — Building Safe SQL, HTML, and DSL Generators

Python 3.14 Free-Threaded Mode: The GIL Is Finally Optional — What Changes for Real Workloads

Torna Nedir? Temel Bilgiler ve Kapsamlı Rehber [2026]

2025

Backgammon Relative Advantage Score (BRAS)

Antik Çağlardan Günümüze Yalova'nın Zengin Tarihi

WRITING

2026

Transformer Aslında Ne Yapıyor? Attention, RoPE ve Mimarinin İçine Çıplak Gözle Bakmak (2026)

LLM Nedir? Sıfırdan Başlayanlar İçin Sözlük

Writing High-Performance Python in 2026: When Cython, Numba, Mojo, and C Extensions Make Sense

Zero-Copy Serialization in Python: Protocol Buffers, FlatBuffers, and msgspec in 2026

Async/Await Under the Hood: Building Your Own Event Loop in 200 Lines of Python

CPython JIT Compiler: Python's Experimental JIT Explained

Python's Incremental GC in 3.14: From 100ms Pauses to 10ms — How the New Two-Generation Collector Works

The Art of Python Descriptors: How Django ORM Actually Works Under the Hood

Metaclasses Demystified: Building Self-Registering Plugin Systems in Python

Deferred Annotations in Python 3.14: How Lazy Evaluation Cuts Startup Time by 50%

Template Strings (T-Strings) in Python 3.14: Beyond F-Strings — Building Safe SQL, HTML, and DSL Generators

Python 3.14 Free-Threaded Mode: The GIL Is Finally Optional — What Changes for Real Workloads

Torna Nedir? Temel Bilgiler ve Kapsamlı Rehber [2026]

2025

Backgammon Relative Advantage Score (BRAS)

Antik Çağlardan Günümüze Yalova'nın Zengin Tarihi