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Cover image for SERIES: “The Polyglot Library — When Data Starts to Think in Motion” 4
Peace Thabiwa
Peace Thabiwa

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SERIES: “The Polyglot Library — When Data Starts to Think in Motion” 4

Post 4 — Scaling & Workforce: Who Builds This?

Goal: Map out what human infrastructure is needed.
Structure:

Chart of required roles and people count by phase:

Phase Role Skillset Headcount
Phase-Sync Core System architects LLM integration, ledger design 4
MindsEye UI Flow engineers React, D3, WebGPU 5
Polyglot Layer SDK devs Python, JS, SQL 3
Cloud Ops DevOps engineers AWS/GCP/Azure orchestration 3
Pattern Research Flowwrights (new role) Pattern interpretation 8

Estimate: ~25–30 person launch team.

Roadmap for scaling teams to 200+ across sub-ecosystems.

Diagram: concentric ecosystem (humans ↔ AI ↔ flows).

Taglines:

FutureOfWork #AIJobs #DataEngineering #FlowwrightProfession

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