Blog

Building an Automated Research Workflow

Introduction This tutorial documents the technical innovations and hard-won solutions behind an automated research workflow. This is not a theoretical “how to organize agents” guide—it’s practical documentation of real problems encountered in building a 9-stage automated research pipeline that takes you from a research idea to a completed paper.

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Creating valentine-themed pacman game using AI

  • February 17, 2026

Attempt 1: Prompting Claude via Claude.ai I started by pasting the original game specification into Claude and asking it to convert the instructions into a structured prompt.md for Claude Code to follow. The intent was to use this as a reusable prompt file to guide the entire implementation.

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First shot of agentic coding

  • February 17, 2026

For HW1 in BST236, I played around with agentic coding and built a small website that automatically pulls the latest arXiv papers tagged with q-bio.QM (quantitative biology, quantitative methods). I had noticed GitHub’s agentic coding feature a while ago but never actually tried it until this assignment gave me a good excuse to do so. It turned out to be a really fun experience, and it made me want to experiment with this kind of workflow more often as a way to stay up to date with new research.

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How I built this site

  • February 17, 2026

I’ve been wanting to create a personal website for a long time. During winter break, I finally allocate some time for myself to work on it. This is my second time building website with AI. With Hugo template existing, I thought I can finish it in 2-3 hours. But in fact I spent more time working on it. Here’s a recap of the tools I used and procedure of this building process.

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