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From Expression Parser to Standalone Executable: Building a Toy Language Compiler in C

What began as a simple math expression parser spiraled into a full compiler project, featuring a custom virtual machine and bytecode serialization to produce self-contained executables. This deep dive explores the journey from ASTs to binary magic, revealing how a stack-based VM and clever build process eliminate external dependencies. For developers, it's a masterclass in compiler design and the unexpected lessons in language implementation.
Python 3.14's Tail Call Interpreter: Rewriting the Rules of Bytecode Dispatch

Python 3.14's Tail Call Interpreter: Rewriting the Rules of Bytecode Dispatch

Python 3.14 introduces a groundbreaking Tail Call Interpreter that revolutionizes bytecode execution by replacing traditional switch-case with compiler-optimized tail calls. This architectural shift promises near-goto performance while solving long-standing observability challenges in CPython's core.
Cangjie Compiler: Bridging Ancient Script and Modern Computing

Cangjie Compiler: Bridging Ancient Script and Modern Computing

The open-source Cangjie Compiler project offers a sophisticated tool for processing the complex Cangjie input method, transforming Chinese character components into efficient digital input. This compiler tackles unique challenges in handling logographic writing systems, providing crucial infrastructure for developers building Chinese-language interfaces and input systems. Its focus on efficiency and Unicode compliance makes it essential for global software supporting East Asian languages.