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AI products / Multi-agent operations

Content Ops AI

A coordinated workflow for the whole content lifecycle.

Content Ops AI

Multi-agent operations

Multi-agent operations
TRAE SOLO Japan result
3rd
01 / The starting point

A campaign needs coordination, as well as content.

Content work involves planning, creation, review, publishing and evaluation. Content Ops AI explores how agents can coordinate that wider lifecycle.

Who it is for

Creators and marketing teams coordinating a campaign from idea to publication.

02 / My contribution

What I brought to the work.

  • Built the platform for the TRAE SOLO Hackathon Japan 2026.
  • Organized the campaign lifecycle around collaborating AI agents.
  • Included approvals, model routing and performance tracking in the workflow.
03 / The approach

How the pieces connect.

Treat the campaign as a connected operating process, with review and coordination around generation, publishing and measurement.

  1. 01Campaign planning and content generation
  2. 02Approval workflows and model routing
  3. 03Publishing and performance coordination
04 / Outcome & context

The chapter so far.

Third place at TRAE SOLO Hackathon Japan in June 2026, documented in the public build announcement and professional profile.

3rd place · TRAE SOLO Hackathon Japan

05 / Tools & disciplines
  • AI agents
  • Workflow orchestration
  • Content systems
Source & project context