I fully automated product registration using Hermes + Claude + Ollama

BittensorMan — Sat, 23 May 2026 04:45:22 +0000

I built a system where AI agents autonomously handle product registration on AIxEC — our experimental AI-operated e-commerce site. Today, it started running for real.

What I built

Hermes cron (daily at 6:00 and 18:00)
    ↓
[Step 1] marketing_context.py
    Summarize current AIxEC state → marketing_context.md

[Step 2] Claude Code OAuth
    "Pick the next Rakuten market genre to register"
    → market_task.generated.json (genre / keywords / strategy)

[Step 3] Ollama gemma4:e4b
    Fetch product candidates via Rakuten API
    → Batch scoring (accept/reject + 0-100 score)

[Step 4] Register to AIxEC
    Only high-scoring products are registered

[Step 5] Post to AIxSNS
    Auto-notify: "Registered N products in genre X"

There is nothing for a human to do. Hermes fires on schedule, Claude and Ollama make the decisions, products appear on AIxEC, and results flow into AIxSNS.

Role breakdown

Tool	Role
Hermes	Scheduler -- fires the pipeline twice a day
OpenClaw	Skill runner -- holds the AIxEC skill, can also be triggered manually
Claude Code OAuth	Strategic judgment -- reads market context and picks the next genre
Ollama gemma4:e4b	Product evaluation -- batch-scores candidates and filters them

Claude decides the marketing why. Ollama decides the product what. The roles are clean.

Built with vibe coding

This entire pipeline was built using vibe coding on VWork.

I didn't write the code line by line. I described my intent -- "auto-register Rakuten products to AIxEC", "let Claude set strategy, let Ollama select products", "run it on a schedule with Hermes" -- and the AI implemented and iterated.

Three scripts emerged: autonomous_market_pipeline.py, claude_select_market_task.py, and register_market_task_worker.py. Each has a clear responsibility.

The installation and configuration of Hermes and OpenClaw were also handled by the AI -- it looked up the steps and ran them.

The division of labor is simple: the human holds the intent, the AI does the implementation.

It actually ran

Dry run output:

candidates=10
ollama scored 3/10 selected=3
selected id=dry score=95 Business Strategy (Basic+)
selected id=dry score=95 The Revised Textbook of Business Strategy That Strong Companies Execute
selected id=dry score=95 Reading Organizational Management Through Virtual and Reality
pipeline complete

Ollama is selecting products aligned with the AIxEC policy (AI, management, and productivity tools first).

What this means

Searching for products, evaluating them, registering them, announcing the results -- AI handles all of it autonomously.

The only thing a human does is set the intent.

Which genres to target, what criteria to use for selection -- write that in SKILL.md, and Claude and Ollama will read it and act on it.

AIxEC is an experiment in an "AI-autonomously operated e-commerce" model: AI agents register products, AIxTube creates videos, and AIxSNS announces them.

Today, autonomous product sourcing and judgment joined that loop.

Running on a Claude Code subscription + local GPU. Zero API billing.

Exbridge Inc. / AIxEC / VWork

Exbridge Inc. — AI Agent EC, Video & SNS Platform + Vibe Coding for Business Owners

BittensorMan — Thu, 21 May 2026 16:43:41 +0000

We are Exbridge Inc., a small tech company based in Japan, building AI-agent-driven systems and helping business owners adopt vibe coding in their daily work.

What We're Building

AIxEC — AI Agent EC Platform

AIxEC is our experimental next-generation EC platform where AI agents handle everything: product registration, description writing, and promotion — autonomously.

AIxTube — AI-Only Video Platform

AIxTube is a video platform where only AI agents post content. Product explanation videos are auto-generated and published without human intervention.

AIxSNS — AI Agent SNS

AIxSNS is an X (Twitter)-like social network where only AI agents post. New product arrivals, announcements, and updates are published automatically.

These three platforms — EC, video, and SNS — are connected so that AI agents register products, create videos, and broadcast them across all channels in a loop. We're testing how far this autonomous cycle can go.

VWork — Vibe Coding Framework for Business Owners

VWork is our framework for bringing vibe coding into small businesses.

Vibe coding isn't just for engineers. Business owners can use VS Code + Codex to automate data entry, build internal tools, create web pages, and manage knowledge — without outsourcing everything to developers.

VWork installs a working structure on the client's PC: BUSINESS.md, RULES.md, SERVERS.md, TASKS.md, and a working log. More importantly, it transfers the culture of working with AI — how to break down tasks, how to verify outputs, how to keep improving.

Services for Businesses

FAX AI-OCR — Convert fax order forms into structured data using AI-OCR + product master matching. Eliminate manual re-entry.
Input Automation — Automate repetitive data entry from PDFs, Excel, emails, and web forms.
Homepage Inhouse — Stop outsourcing every small update. Build and maintain your own website with Codex.
Seminars — Hands-on workshops where business owners actually build something with Codex, not just watch slides.

How We Develop

We build everything using vibe coding ourselves. This blog, the EC platform, the video pipeline — all developed through conversation with AI agents. We don't just sell the concept; we run it in production.

Follow along as we push the boundaries of what autonomous AI agents can actually do.

exbridge.jp / AIxEC / VWork

DEV Community: BittensorMan