Flow Engineering · FDE Interview

Every demo ends
with an artifact.

A web server that wires Claude directly to Flow's live specification database, a Claude Code plugin with 11 callable skills, and tailored prospect profiles for Rivian and Anduril. All live at this URL.

What's Built

HTTP-MCP Server
/api/mcp

Any MCP-compatible AI client gets all 10 Flow tools by pointing at this URL.

claude mcp add --transport http flow-demo https://flow.thedefrag.ai/api/mcp
Claude Code Plugin
cowork-flow

11 skills, no MCP runtime needed. Each skill calls Flow's REST API directly.

/plugin marketplace add git@github.com:thedefrag/cowork-marketplace.git
/plugin install cowork-flow
The Governance Story

When an AI client proposes a stage change, Flow's governance intercepts it and opens a Change Request. The stage only flips once a reviewer approves the CR. The MCP reads each requirement back after the PUT (the API returns 200 on silent dedup). AI as a tireless proposer, not an unchecked actor.

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