A practical editorial pipeline that turns repository commits and milestones into Markdown drafts, while keeping publication under human control.

Graphify tests its own Rust codebase to validate extraction speed, memory efficiency, and graph accuracy. By running against its workspace, it measures 0.25s extraction time with 17MB RAM usage, confirming the tool's reliability and structural integrity for real-world use.

OpenDocuments is a self-hosted RAG platform combining document parsing, hybrid retrieval, and cited answers into a single Rust binary. It embeds an API and WebUI, reducing dependencies and offering a compact solution for local knowledge management.

The Rust rewrite reduces graph extraction time from 420 ms to 16 ms by replacing a resource-heavy Python setup with a native CLI and TUI. This achieves 26.25× speedup through Rayon parallelism and arena memory allocation, delivering a compact binary for reliable, fast graph generation.

Graphify handles API rate limits as a runtime condition using multi-key rotation, immediate retries, and local-provider failover. This ensures continuous operation during 429 errors by dynamically switching keys and degrading gracefully to local models when needed.