Portfolio - Writing/Talks

Portfolio

TALKS

[April 22, 2026] Spectrum Tokyo Meetup #23

"Democratizing Claude Code through Design: An AI Engineer perspective" (5-minute LT)

HENNGE, Shibuya | approx. 30 attendees | bilingual Japanese/English

Announcement: https://x.com/spctrm_jp/status/2041717851393028097

[May 14, 2026] Claude Code Meetup Japan #5 - Claude Code Festival!

"Automated Skill Optimization and Practical Skill Usage Techniques"

AI-Driven Development Community | approx. 2,000 attendees (288 on-site + 1,788 online)

Event: https://aid.connpass.com/event/391153/

Repository: https://github.com/shure-dev/skills-tuning

[July 2026] Joint Meetup: Sukedachi x VisasQ x Algomatic

"Speculative Design: Running Design Decision-Making Processes with AI"

Sukedachi office | approx. 20 attendees

Report: https://note.com/yusuke_algomatic/n/n156849434cb8

ARTICLES / TECHNICAL WRITING

I regularly share AI experiments and technical insights on X: https://x.com/yusuke_post

[July 18, 2025] AI Engineer Survival Strategy in the Age When LLMs Can Do Anything: On the Grounding Capabilities of LLMs

Algomatic Tech Blog

Technical survey and original proposal: Abstraction-Driven Development and Tool-Driven Development.

Core idea: combine LLMs/VLMs, which struggle to connect language with concrete locations and real-world control, with models specialized in grounding.

https://tech.algomatic.jp/entry/2025/07/18/145717

[February 27, 2026] Applying Automated Prompt Engineering Research to Self-Optimizing Skills

X long-form article | 525.6K views

Applies text-gradient prompt optimization (ProTeGi/APO and related work) to Claude Skills. +13.6 points over 5 iterations, scored on 6 rubric axes across 4 cases.

Repository: https://github.com/shure-dev/skills-tuning

https://x.com/yusuke_post/status/2027348800331972703