# ai.dvirbi.com: Dvir Ben Ishay, AI built to spec

> Dvir Ben Ishay (דביר בן ישי) is an AI Leader with 15 years in software, 8 of them leading teams up to VP R&D. He builds AI for businesses: customer support bots on WhatsApp and the web, AI agents that move work between systems, RAG over company data, custom CRM and ERP systems, and AI-run Google Ads and Meta Ads operations. ai.dvirbi.com also publishes a Hebrew morning brief (daily, weekly or monthly) on what changed in AI (Claude, OpenAI, Gemini, Grok, JEV, DeepSeek) and on trending GitHub repositories.

Site languages: Hebrew (default, at /) and English (at /en).

## Key pages

- [Home](https://ai.dvirbi.com/): who Dvir is, what he builds for businesses, how a project runs, and the morning brief.
- [AI news (חדשות AI)](https://ai.dvirbi.com/news): the latest model and tool updates from Claude (Anthropic), OpenAI (ChatGPT, Codex), Gemini (Google), Grok (xAI), JEV (TypeSafe AI) and DeepSeek, collected every morning from their official sources and the tech press, with a page per vendor such as https://ai.dvirbi.com/news/claude.
- News item pages, one per update, at https://ai.dvirbi.com/news/{vendor}/{item} (English at /en/news/{vendor}/{item}): our headline, a plain-language explanation and a developer explanation (what it is, how it works, where it is available, an example), the date, the publisher, a link to the original source and related updates.
- [GitHub repos (ריפוזיטוריז)](https://ai.dvirbi.com/repos): the most-starred GitHub repositories by category (AI agents, LLMs, MCP and automation, RAG, AI coding tools, Next.js and web), sorted by stars and updated daily, plus repos that broke out in the last two weeks. Category pages such as https://ai.dvirbi.com/repos/rag.
- [Open-source tools for capital markets (שוק ההון בקוד פתוח)](https://ai.dvirbi.com/markets): open-source tools for algorithmic trading, backtesting and quant research, market data, portfolios, crypto bots and exchanges, AI trading agents, and tools for the Tel Aviv Stock Exchange, ranked by GitHub stars and updated daily, plus articles and papers (Hacker News, DEV, arXiv, Medium) on building AI and automated trading tools, each with our own short summary and a link to the source. Information only, not investment advice. English at https://ai.dvirbi.com/en/markets.
- Repository pages, one per repo, at https://ai.dvirbi.com/repos/r/{owner}/{repo}: a short Hebrew summary, GitHub's description in the page's language (translated when the original is in another language), stars, language, topics, where it ranks and related repos.
- [Morning brief archive (גיליון הבוקר)](https://ai.dvirbi.com/brief): every issue of the morning email, one page per day such as https://ai.dvirbi.com/brief/2026-10-28, with the day's AI updates explained in plain Hebrew (English at https://ai.dvirbi.com/en/brief) and three trending GitHub repositories.
- [The hub (הגיליון)](https://ai.dvirbi.com/hub): all content in one place: AI news, practical guides, a Hebrew AI glossary, repos of the week, project breakdowns and reader questions.
- [Portfolio and CV](https://dvirbi.com): earlier work, articles and the full CV at https://dvirbi.com/cv.

## Full index

- [llms-full.txt](https://ai.dvirbi.com/llms-full.txt): every news item, repository, capital markets tool and article, and brief issue currently on the site, with headline, date, one-line summary, page URL and source URL. Regenerated on every deploy.
- [Sitemap](https://ai.dvirbi.com/sitemap.xml): every indexable page in Hebrew and English.

## Services

- Customer support bots for WhatsApp and websites, with guardrails and escalation to a person.
- AI agents built with LangGraph that do work across business systems.
- RAG over a company's own documents and data.
- Custom information systems (CRM, ERP) that replace a stack of SaaS subscriptions.
- AI-run marketing operations on Google Ads and Meta Ads.
- AI adoption for teams: process mapping, pilots, measurement and training.

## Projects

- [Kolodex](https://kolodex.com/): a voice agent that answers a business's phone 24/7, in natural Hebrew.
- [Munita](https://munita.co.il/): urban planning data analysis for municipalities and decision makers.
- [Campage.ai](https://campage.ai/): an AI landing page builder for campaigns.
- [AlternaBe](https://alternabe.co.il/): Israel's directory of complementary medicine practitioners.

## How a project runs

1. Conversation and process mapping.
2. A drawing and a small pilot.
3. Testing and measurement (evaluation pipelines in LangSmith).
4. Delivery and ongoing support.

## Contact

- Email: dvir.benishay@gmail.com
- LinkedIn: https://www.linkedin.com/in/dvir-ben-ishay-48169a62