Case study · 2026 · Solve Education!

A marketing agent that can't publish on its own

Designing an AWS Bedrock and Claude workflow that turns staff updates into draft posts, with human approval required before publication.

The workflow

I designed the path from staff updates to draft social posts. Claude on AWS Bedrock helps prepare the draft; a person reviews it before anything is published.

staff update→draft→review→human approval→publish

The design constraint

Generating a draft and authorizing publication are separate steps. The agent can help prepare content, but it cannot grant itself permission to publish.

My responsibility

I designed and built the workflow, including the required human approval. This is production work at Solve Education!, separate from my personal coding-agent tools.

How I approach verification

I review the implementation against the original workflow and check the whole path. A successful model response is only one part of the system; the approval boundary must also hold.

This overview describes the public design approach. Internal prompts, source code and operational data are not included.

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