AI Coding Agents for Software Development
Quantitatively evaluating how development processes, tasks, and context affect the performance of AI coding agents.
About
I'm a master's student aspiring to be a software engineer, interested in AI coding agents and developer infrastructure.
Education
- 2026-
Graduate School of Information Science and Electrical Engineering, Kyushu University
Department of Information Science and Technology
- 2022-2026
Faculty of Engineering, Kyushu University
Department of Electrical Engineering and Computer Science
Works
Effort or Luck
Same choice, different luck: 100 versions of you live one job-hunting year. A browser game.
agent-harness
One Nix configuration for the hooks, skills, and permission rules of Claude Code, Codex, and other coding agents.
apple-mail-cli
A safe JSON CLI for Apple Mail automation on macOS.
reflex-state
Tracks execution state for Pi coding agents, such as changes, checks, and blockers, outside the main LLM.
book-agent
A Claude Code command that turns notes from technical books into sub-agent definitions.
LLM-chatbot
A LINE service that recommends smartphones through conversation and generates PDF catalogs. Built as a team in Fukuoka Mitou; I handled product data integration, search and recommendation text generation, the runtime environment, and about half of the presentation.
Research
Publications
Evaluating Coding Agents for Refactoring Under Project-Specific Conventions
IEICE Technical Report, vol. 126, no. 125, SS2026-27, pp. 157–162, 2026
Non-peer-reviewed
Activities
- TalkPresented our work at the July 2026 SIGSS meeting.
- TalkPresented "Evaluating Coding Agents for Refactoring Under Project-Specific Conventions" at ASPIRE Summit 2026.
- Study abroadStudied at the University of Queensland, Australia, through Kyushu University's Q²PEC short-term program.
- SelectedSelected for Fukuoka Mitou (Solve) and built LLM-chatbot with a team.