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Experience with MCP

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miumiu
Author
miumiu
A software developer with over a decade of experience, previously specializing in payment systems and partner service integrations. I currently focus on developing internal back-office tools and MIS systems, and recently contributed to the integration of Korea’s central bank digital currency (CBDC) payment platform. Outside of my main profession, I manage a rental business with over 40 studio apartments. I also have a strong interest in global asset allocation and static investment strategy.

How I Used MCP in Development
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Tools used: Claude, Cursor, Notion, Slack, Figma

  1. Slack was used to surface new tasks that needed to be created
  2. Each feature was documented in Notion
  3. The Notion content was then used to generate corresponding Figma files
  4. Figma components were read and turned into code (markup + internal business logic)
  5. Before deployment, test code was generated and QA/QC was run
  6. The resulting output was summarized and stored back into Notion

The result?

The output wasn’t perfectly smooth, but it was workable enough to demonstrate end-to-end automation. While the generated results are generally not production-ready, it’s surprisingly viable for early-stage MVPs. This workflow shows real promise as a communication and handoff tool between planners/POs, designers, and developers—more effective than many existing methods today.

Recent Thoughts on AI
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Will developers be largely replaced in the next 1–2 years?
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Why I think so:

  • After seeing what MCP can already do, I believe most of what we currently build on the web can be software-generated
  • Increasingly, companies are freezing or cutting entry-level developer hiring

I wonder how long it will take for this shift to reach Korea—or directly impact people like us. It might not be that far off.

Vercel’s v0.dev is said to be underhyped

I’ve only tried the dashboard briefly, but it’s great for building FE MVPs. Still, for a more fully-featured app, I felt refine.ai might be a better fit based on recent experience.

Related Links#

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