https://amitnaik.com/tags/code-context/ Recent content in Code Context on Amit Naik Hugo -- 0.144.2 en-us Mon, 28 Sep 2026 08:59:38 -0700 https://amitnaik.com/til/2026-09-28-sigmap-makes-code-structure-explicit/ Mon, 28 Sep 2026 08:59:38 -0700 https://amitnaik.com/til/2026-09-28-sigmap-makes-code-structure-explicit/ This bookmark introduces SigMap, which produces deterministic code maps across multiple languages. Explicit symbols and structural references can help agents navigate a repository with less ambiguity than relying only on prose descriptions or raw text search. https://amitnaik.com/til/2026-09-28-ripwire-maps-code-with-tree-sitter/ Mon, 28 Sep 2026 08:59:36 -0700 https://amitnaik.com/til/2026-09-28-ripwire-maps-code-with-tree-sitter/ Ripwire uses Tree-sitter to extract structural information from code. The project offers another approach to giving coding agents compact, navigable context while retaining concrete references to the underlying repository. https://amitnaik.com/til/2026-09-28-combining-semantic-lexical-and-exact-code-search/ Mon, 28 Sep 2026 08:59:32 -0700 https://amitnaik.com/til/2026-09-28-combining-semantic-lexical-and-exact-code-search/ Qwen's article introduces zg, a local search approach combining semantic retrieval, BM25, and ripgrep. Different search modes answer different questions: conceptual similarity, keyword relevance, and exact matches are complementary tools for exploring a codebase.