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Show HN: Vho – AST-based analysis for better AI refactoring of large codebases

https://vue-hook-optimizer.vercel.app/
7•huali•1d ago

Comments

huali•1d ago
Most AI coding tools fail at large-scale refactoring because they lack a structural understanding of the code's "gravity."

I've been experimenting with applying the Label Propagation Algorithm (LPA) to AST dependency graphs. By treating variables and functions as nodes, we can identify communities (clusters) within a single file.

I integrated this into a tool for Claude Code called VHO. It helps dismantle monolithic React/Vue hooks by grounded mathematical analysis rather than just LLM prediction.

Technical breakdown:

AST Parsing: To build the reference graph. LPA: To find the optimal boundaries for extraction. Agentic Execution: Using Claude Code to perform the actual file I/O and refactoring. Is graph-theory-assisted refactoring the future of AI coding? I'd love to discuss the methodology.

Link: https://github.com/zcf0508/vue-hook-optimizer

Show HN: Jax-JS, array library in JavaScript targeting WebGPU

https://ss.ekzhang.com/p/jax-js-an-ml-library-for-the-web
52•ekzhang•1h ago•6 comments

Show HN: Prism.Tools – Free and privacy-focused developer utilities

https://blgardner.github.io/prism.tools/
273•BLGardner•7h ago•82 comments

Show HN: Mantic.sh – Search 480k files in 0.46s without embeddings

https://github.com/marcoaapfortes/Mantic.sh
4•marcoaapfortes•6h ago•1 comments

Show HN: Stash – Sync Markdown Files with Apple Notes via CLI

https://github.com/shakedlokits/stash
33•shuka•3h ago•11 comments

Show HN: Sidestream – an AI chat app with a side of insight

https://github.com/ericbrandon/sidestream
2•EricBrandon•2m ago•0 comments

Show HN: ccrider - Search and Resume Your Claude Code Sessions – TUI / MCP / CLI

https://github.com/neilberkman/ccrider
9•nberkman•6h ago•0 comments

Show HN: llmgame.ai – The Wikipedia Game but with LLMs

https://www.llmgame.ai
12•jmcallister•17h ago•4 comments

Show HN: DDL to Data – Generate realistic test data from SQL schemas

46•ddltodata•7h ago•22 comments

Show HN: Plano – Edge and service proxy with orchestration for AI agents

https://github.com/katanemo/plano
6•adilhafeez•55m ago•1 comments

Show HN: "slack.green" – keep Slack active

https://www.slack.green/en
3•krenerd•1h ago•0 comments

Show HN: CLI for internet speed test via Cloudflare with optional TUI

https://github.com/kavehtehrani/cloudflare-speed-cli
4•kwar13•1h ago•0 comments

Show HN: Tailsnitch – A security auditor for Tailscale

https://github.com/Adversis/tailsnitch
263•thesubtlety•1d ago•28 comments

Show HN: A Git structure for AI to orchestrate across code, docs, and ops

https://www.goldsborough.io/the-omnirepo-ai-orchestration-across-enterprises/
4•barefootsanders•2h ago•1 comments

Show HN: DoNotNotify – Log and intelligently block notifications on Android

https://donotnotify.com/
329•awaaz•1d ago•156 comments

Show HN: LoRA Trained on SFMTA CAD Drawings to Aerial Images

3•kfarr•2h ago•0 comments

Show HN: Kafka-compatible streaming on S3 with stateless brokers

2•2pk03•3h ago•0 comments

Show HN: Dimensions – Terminal Tab Manager

https://karlvmuller.com/posts/dimensions/
4•KarlVM12•3h ago•0 comments

Show HN: Open-source Langsmith alternative written in Rust

https://github.com/lmnr-ai/lmnr
3•skull8888888•3h ago•0 comments

Show HN: Tt – P2P terminal sharing over WebRTC

6•artpar•3h ago•2 comments

Show HN: Repogen – a static site generator for package repositories

https://github.com/ralt/repogen
2•tlar•3h ago•0 comments

Show HN: Doo – Generate auth and CRUD APIs from struct definitions

https://github.com/nynrathod/doolang
3•nynrathod•4h ago•1 comments

Show HN: Syntopic reading with Claude Code – connections across 100 books

https://trails.pieterma.es/
3•pmaze•4h ago•0 comments

Show HN: mcpc – Universal command-line client for Model Context Protocol (MCP)

https://github.com/apify/mcp-cli
2•jancurn•5h ago•2 comments

Show HN: Circuit Artist – Circuit simulator with propagation animation, rewind

https://github.com/lets-all-be-stupid-forever/circuit-artist
131•rafinha•6d ago•18 comments

Show HN: Server-rendered multiplayer games with Lua (no client code)

https://cleoselene.com/
77•brunovcosta•2d ago•54 comments

Show HN: I replaced Beads with a faster, simpler Markdown-based task tracker

https://github.com/wedow/ticket
77•wild_egg•2d ago•47 comments

Show HN: WOLS – Open standard for mushroom cultivation tracking

https://github.com/wemush/open-standard
39•mbeacom•1d ago•2 comments

Show HN: A simulator for engineers transitioning from IC to management

https://apmcommunication.com/scenario/backchannel-vp
70•pingananth•1d ago•90 comments

Show HN: A photo restoration tool that recovers facial details

https://photorefix.com/
2•standew•6h ago•0 comments

Show HN: I built an Open Source screen timer for the m5stickc (Arduino)

https://partridge.works/screenie-christmas-project-2025-26/
2•urbandw311er•6h ago•0 comments