N3MO, a deterministic code intelligence tool that parses source code ASTs into a queryable knowledge graph without embeddings or LLM calls, launched on Hacker News. It enables transitive dependency ma…
Onboard-CLI, an open-source tool that uses LLMs and AST parsing to visualize and analyze codebases, has been released. The CLI generates interactive dependency graphs, detects architectural drift, and…
Safi Shamsi released Graphify, an open-source skill that builds queryable knowledge graphs from multi-modal codebases for AI coding assistants like Claude Code and OpenAI Codex. The tool combines Tree…
Crespo, a new open-source tool, uses Tree-sitter AST parsing to extract structural blueprints from codebases, reducing token usage by up to 89% while preserving architectural understanding for LLMs. T…
A developer built repomix-rs, an open-source Rust-based infrastructure for transmitting codebase structure and content in an AI-readable format. The tool addresses token budget constraints by using ti…
A developer open-sourced Polymr, an agent platform for controllable execution and adaptive interaction through dynamically generated tools and interfaces. The platform features standardized preview mo…
Kilo Code has reintroduced codebase indexing for semantic code search, requiring users to configure an embedding provider and vector store before enabling the feature. The indexing system parses code …
A developer has released a suite of tools to improve context quality for AI coding agents, including code knowledge graphs, semantic code analysis tools, and context output compression utilities. The …
CodeArchy is an open-source tool that uses an AST engine (Tree-sitter) to parse codebases and build a typed dependency graph, which is then analyzed by the Gemma 4 model. The model acts as a senior ar…