# Divyansh Shukla

> AI engineer building agents, automation and the products around them. India. Author of the preprint "Plan Once, Ground Locally" (DOI 10.5281/zenodo.22904595). Open to AI engineering roles, and to conversations with investors and partners about these products. Based in India; remote works.

Every page below is markdown generated from the same source as the HTML site. Contact: shukladivyansh953@gmail.com.

## Pages

- [Divyansh Shukla — AI engineer](https://divyanshshukla.com/index.md): Profile, selected work, research and how to reach me.
- [Work — Divyansh Shukla](https://divyanshshukla.com/work.md): Every project: research, products, open source, client sites and earlier work.
- [Plan Once, Ground Locally](https://divyanshshukla.com/research/plan-once-ground-locally.md): The preprint: abstract, results table, findings and BibTeX.
- [Notes — Divyansh Shukla](https://divyanshshukla.com/notes.md): Short working papers on agents, inference cost and shipping AI products.
- [What 2,800 browser-agent runs taught me about planning](https://divyanshshukla.com/notes/what-2800-browser-agent-runs-taught-me.md): Plan-and-execute web agents matched a budget-matched ReAct baseline on 200 tasks with 83.6% fewer input tokens. What held up, what didn’t, and what to copy.
- [Making my site readable by agents](https://divyanshshukla.com/notes/making-my-site-readable-by-agents.md): This site serves an MCP server, WebMCP tools, llms.txt and a markdown copy of every page, all from one content source. What each piece does and how to try it.
- [Ice](https://divyanshshukla.com/work/ice.md): An AI desktop assistant with a face: it listens, then works in your browser, files and apps, asking before anything you haven’t allowed.
- [Blank](https://divyanshshukla.com/work/blank.md): An AI website builder that hands back the project: real React files, a database in your own Supabase account, your own domain and a push to your own GitHub.
- [Synapse](https://divyanshshukla.com/work/synapse.md): An AI chatbot added to any website with one script tag: it learns your pages, PDFs and FAQs, answers visitors around the clock, captures leads and hands off to a person.
- [CampusQuiz](https://divyanshshukla.com/work/campusquiz.md): AI quizzes for the classroom: a teacher uploads notes or a photo of the board, gets a quiz, and runs it live while students join with a code.
- [CampusPrep.in](https://divyanshshukla.com/work/campusprep.md): Free RGPV syllabus, previous-year papers and unit-wise short notes for 570 subjects, first year to eighth semester, readable without an account.
- [Conference](https://divyanshshukla.com/work/conference.md): Browser video meetings for up to 1,000 people and webinars to 5,000, with cloud recording, scheduling and self-serve billing.
- [Saakshya](https://divyanshshukla.com/work/saakshya.md): AI and blockchain document verification that returns one of four honest verdicts, from PROVEN to REJECTED, with a credential that verifies offline.
- [atlas-mcp](https://divyanshshukla.com/work/atlas-mcp.md): An MCP server and CLI that connects coding agents to a team knowledge hub: agents pull approved prompts, docs and scoped secrets, and their work is captured.
- [claude-code-motivator](https://divyanshshukla.com/work/claude-code-motivator.md): A plain-text directive API for autonomous coding agents: polled before the agent stops, it returns one precise instruction to find, verify and ship the next task.

## Agent access

- [MCP endpoint](https://divyanshshukla.com/mcp): Streamable HTTP, read-only. Tools: about, list_work, get_work, get_paper, search, contact.
- [Full text](https://divyanshshukla.com/llms-full.txt): every page above in one file.

## Optional

- [Paper PDF](https://zenodo.org/records/22904595/files/plan-once-ground-locally.pdf): Plan Once, Ground Locally: Plan-and-Execute Web Agents Match ReAct Accuracy at One-Sixth of the Token Cost
- [GitHub](https://github.com/TheDivyanshShukla): public code
- [LinkedIn](https://www.linkedin.com/in/thedivyanshshukla)