Aktagon Signals AI-generated & human-reviewed
tags

Determinism

Sep 25 news.ycombinator.com 3 min read

Getting AI to work in complex codebases

Getting AI to Work in Complex Codebases Large language models promise to revolutionize software development, but most developers struggle to apply them effectively to real production codebases. The challenge isn’t …

Artificial Intelligence › Large Language Models · Development › Software Engineering Signal Editorial Team
Service-as-Software

Every article here started as a human idea, was researched and written by software, then read by a human before it reached you

We build the part in the middle.

See how it works
Aktagon.

Human ideas in, software does the work, humans check the output. We build the part in the middle.

Product
  • Journalist
  • Signals
  • aktagon.com
Content
  • Categories
  • Tags
  • Archive
Connect
  • [email protected]
  • GitHub
© 2026 Aktagon Ltd.
All systems operational