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Comprendia: AI-Augmented Code Comprehension

Source
Costain Nachuma, Minhaz F. Zibran
Author
Costain Nachuma, Minhaz F. Zibran
Date
Terms in this piece · Glossary
  • LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
  • grounding — Tying a model's answers to checkable sources — retrieved documents, live data, tool results — instead of letting it answer from memory alone.
  • context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
Why it matters

code explanations in the dependency graph the developer is already looking at is a directly reusable pattern for coding agents that currently pick heuristically.

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