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Trends
- 1VoidAccess open-source dark web OSINT tool released▼Show HN: VoidAccess – open-source dark web OSINT, from query to a graph
A new open-source tool called VoidAccess has been released on GitHub by developer Katriel Moses. It performs OSINT (open-source intelligence) searches across dark web sources and visualizes the results as a graph, taking a query through to a linked map of findings. The launch has drawn attention on developer forums, where users are discussing its investigative uses and the ethics of dark web scanning.
- 2
Graphify Labs has released Graphify, an open-source Python tool that converts entire codebases, including documentation, SQL schemas, configuration files and PDFs, into a queryable knowledge graph. It works as a skill for AI coding assistants such as Claude Code, Cursor, Codex and Gemini CLI, using local deterministic AST parsing so every relationship in the graph can be explained, without relying on a vector store.
- 3AxiomCode Graph uses formal methods to cut coding agent rework●Show HN: AxiomCode Graph, Reducing coding agent rework with formal methods
A developer has launched AxiomCode Graph, an open-source tool aimed at reducing the rework done by AI coding agents by applying formal methods to verify code changes. The project, shared on Hacker News, is available on GitHub and targets a growing pain point in AI-assisted software development, where agents often produce code that needs repeated corrections.
- 4Study finds nearly half of web pages lack link preview tags●Shared a link and got a sad gray box instead of a preview? Nearly half the pages we've crawled skip the tags that make p
A crawl of 33.3 million web pages found that only 52.4% carry Open Graph tags, the metadata that generates rich preview cards when links are shared on social media. Sites without the tags show up as plain gray boxes instead. Even iana.org, the organization that distributes IP addresses, was flagged as missing them.
- 5Full-firm knowledge graphs could dramatically speed up AI agents●Building full-firm knowledge graphs to dramatically speed up agents Article URL: https:// lexifina.com/blog/building-ful
A new article from Lexifina describes building knowledge graphs that map an entire firm's data and relationships so AI agents can retrieve context faster and act with less back-and-forth. The claim is that structured firm-wide graphs cut the lookup work agents normally do, improving speed and reliability. The piece was shared on developer discussion forums, but has drawn little commentary so far.
- 6Security researcher launches open-source dark web OSINT tool VoidAccess●Show HN: VoidAccess – open-source dark web OSINT, from query to a graph Hi HN! Im Katriel, and im a Security Researcher/
Security researcher Katriel has released VoidAccess, an open-source OSINT tool that lets users query dark web sources and visualize the results as a graph. The launch was shared on Hacker News, where the developer describes it as next-generation security tooling built in the wave of AI, aiming to surpass both existing open tools and paid industry offerings.
Repos
- Comfy-Org/ComfyUI The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. The fastest local infer
- Graphify-Labs/graphify Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill fo
- xiaoyang111222/cn-math-taxonomy 中小学知识图谱 + 前置诊断:数学(一–九年级、高中必修与选择性必修)+ 英语(小学、初中),课标对齐、人教版,1244 知识点、5123 题、自适应诊断
- NationalSecurityAgency/ghidra Ghidra is a software reverse engineering (SRE) framework
- withmarbleapp/os-taxonomy
- trhhubsd/ARTEX ARTEX · AI autonomous penetration testing system (multi-agent LLM, Go + Next.js) · AI 自主渗透测试系统 · 百度 agent+ 攻防挑战赛冠军
- jiwoochris/artex-global ARTEX 한국어판 · AI 자율 침투 테스트 프레임워크(upstream: Autumn-27/ARTEX, AGPL-3.0)
- vxcontrol/pentagi Fully autonomous AI Agents system capable of performing complex penetration testing tasks
- trhhubsd/ARTEXX ARTEX · AI autonomous penetration testing system (multi-agent LLM, Go + Next.js) · AI 自主渗透测试系统 · 百度 agent+ 攻防挑战赛冠军
- Hinln/ARTEX ARTEX 源码备份:基于 Autumn-27/ARTEX v0.3.15,保留原始提交历史与 AGPL-3.0 许可证。
- lucasmarkes/hairline Six isometric line figures that answer the pointer. For React and for anything with a DOM.
- KatrielMoses/voidaccess Self-hosted dark web OSINT platform. Automated threat intelligence from query to graph in 13 steps. Free alternative to
- AxiomCodeAI/axiomcodegraph Turn any codebase into a knowledge graph grounded in formal methods. Your AI agents get exact answers for any code-relat
- graphicle-ai/graphicle Code graph and memory for your coding agents, in one Rust program. For Claude Code, Codex, Cursor and any MCP client.