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How Zith's creator rebuilt its compiler core with ByteAsk

Zith's creator rebuilt the core of the language's C++ compiler. ByteAsk did much of the hands-on work, so the developer could stay focused on design.

Project
Zith, a new systems programming language
Codebase
The Zith compiler, written in C++
Scope
Rebuilt the compiler core, then added an interpreter and a WebAssembly runtime
Duration
11 weeks, July to September 2026
ByteAsk
Main coding assistant for the project

The challenge

The rebuild touched almost every stage of the compiler. Each new piece had to work with the rest, and the compiler had to keep building on Linux, Windows and WebAssembly while its internals changed.

More time for design

The developer set the architecture and directed the work. ByteAsk carried each decision through the code, the tests and the follow-up fixes.

“I could focus on the shape of the system while ByteAsk handled much of the execution work needed to make that shape real.”

Zith's creator

Checked before it counts as done

Every change had to build and pass its tests before it was finished. That made some tasks slower, and the developer thought it was worth it: the tests caught problems early.

“They also helped distinguish a feature that merely compiled from one that worked across its intended path.”

Zith's creator

Reported unfinished work

When work was unfinished, ByteAsk said so and listed what remained, instead of reporting it as done.

“Clear reports made it easier to decide whether to accept a result, add another test, or continue with a follow-up task.”

Zith's creator

The result

The developer’s summary of the project:

“ByteAsk was very good at executing a complex direction once the architecture and goals were made clear, while helping keep the remaining risks visible.”

Zith's creator

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Written by ByteAsk from the developer's own retrospective of the project, July to September 2026.

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