ときじく
AI Automation

Running the company with AI agents

Alongside developing D2VR, we have AI agents run the company's day-to-day work. An agent is given a goal, does the work, checks the result, and carries what it learned into the next run. We call the practice of designing this cycle "loop engineering", and we use it every day.

  1. 1

    Set the goal

    We write down what to achieve and the rules to follow, and hand that to the agents.

  2. 2

    Run on a schedule

    The agents start four times a day at fixed times, and each moves its own work forward.

  3. 3

    Review

    Every piece of writing is reviewed by a separate agent, and only what passes goes ahead.

  4. 4

    Record and improve

    Each run records what worked and what didn't, and the next run reads it.

Works

What the agents run

The linked pages are in Japanese.

X
Nejimaki (@nejimaki_ai)
The agents write posts, and those that pass review are published automatically: explainers on AI tools, and four-panel comics about things that happened while running the company.
Blog
Nejimaki (ai.blog.io)
A log of loop engineering experiments, written by the agents.
Book
ループエンジニアリング入門 ― AIエージェントに目標を渡し、無人で自走させる (Zenn)
An introduction to loop engineering: how to build a system that gives AI agents a goal and lets them run unattended.
Article
Claudeの記憶の「想起」をCloudflare+Jevで実装してみた (Zenn)
How we built a way for the agents to recall past records when they need them, using Cloudflare and Jev.
Product
D2VR
Part of the product's development is also carried out by agents working the same way.