Tagged articles

codebase navigation

2 articles · Page 1 of 1
Java Companion
Java Companion
Jun 29, 2026 · Artificial Intelligence

FastCode Beats Claude Code: 3× Faster and 50% Cheaper Codebase Understanding

FastCode, an open‑source code‑base understanding framework from HKU, lets large language models read multi‑language repositories up to three times faster and at half the token cost compared with Cursor and Claude Code, offering map‑based indexing, cost‑aware querying, multi‑repo analysis, and seamless editor integration.

FastCodeLLM code analysisMCP integration
0 likes · 11 min read
FastCode Beats Claude Code: 3× Faster and 50% Cheaper Codebase Understanding
21CTO
21CTO
Oct 8, 2015 · Fundamentals

How to Tackle Massive Codebases: Proven Strategies for Beginners

This article offers practical, step‑by‑step advice for newcomers on how to efficiently explore, understand, and navigate large codebases by focusing on file structure, incremental reading, note‑taking, and targeted deep dives while avoiding common pitfalls.

Programming Fundamentalsbest practicescodebase navigation
0 likes · 4 min read
How to Tackle Massive Codebases: Proven Strategies for Beginners