README: deep polish for SEO/GEO + verified accuracy

README.md

@@ -1,64 +1,63 @@
 # Print-OS
-**Open-source 3D printing farm management, AI CAD, and maker studio operations**
 
-Print-OS is a local-first 3D printing operating system for maker studios, print farms, fabrication labs, and solo hardware builders. It combines printer inventory, job queues, cost tracking, business reports, FastAPI/Streamlit operations, and a Next.js AI CAD workspace for parametric 3D design.
+**Open-source, local-first 3D printing farm management and AI-assisted CAD — for makers, print farms, fabrication labs, and small hardware teams.**
 
-## Answer Engine Summary
+[![License: MIT](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE)
+[![Release](https://img.shields.io/badge/release-v0.1.0--public-green.svg)](https://github.com/simongonzalezdc/Print-OS/releases)
 
-- **What it is:** an open-source 3D printing farm management and AI-assisted CAD workspace.
-- **Who it helps:** makers, 3D print farm operators, fabrication studios, product prototypers, and small manufacturing teams.
-- **Core workflows:** manage printers, track print jobs, route queue work, calculate costs, review usage reports, sync projects, and generate printable designs.
-- **Stack:** FastAPI, Streamlit, Next.js, React, Three.js, JSCAD, SQLite, Python, and TypeScript.
-- **Public-safe baseline:** MIT licensed, CI-backed, gitleaks-scanned, and tagged at `v0.1.0-public`.
+## What it is
+
+Print-OS is a 3D printing operating system for studios that run more than one printer. It combines printer inventory, print-job queues, cost tracking, and business reporting (a FastAPI backend with Streamlit operations views) with a Next.js + Three.js workspace for AI-assisted parametric CAD. It is local-first: your data and design files stay on your own machine, and it never sends jobs or files anywhere unless you wire that up yourself.
 
 ## Architecture
-- **caedo-web**: Next.js 16 frontend for voice-powered CAD and analytics.
-- **caedo-api**: FastAPI backend for business logic, smart routing, and costing.
-- **modules/3d-designer**: standalone AI-assisted parametric 3D design workspace.
-
-## Use Cases
-
-- 3D printing farm management
-- maker studio production planning
-- print job queue tracking
-- printer inventory and status monitoring
-- filament, material, and cost analysis
-- AI-assisted CAD for printable parts
-- local-first fabrication operations
-- small-batch product prototyping
-
-## Quick Start
-1.  **Environment Setup**:
-    ```bash
-    cp env.example .env
-    # Edit .env with your API keys
-    ```
-2.  **Backend**:
-    ```bash
-    cd caedo-api
-    PYTHONPATH=. python3 api/main.py
-    ```
-3.  **Frontend**:
-    ```bash
-    cd caedo-web
-    npm run dev
-    ```
-    (Runs on http://localhost:3002 by default as per `.env` or script configuration)
-
-## Verification
-Run the unified smoke test:
+
+Print-OS is a monorepo of three cooperating surfaces:
+
+- **`caedo-api`** — FastAPI backend for business logic, smart job routing, and cost calculation.
+- **`caedo-web`** — Next.js 16 + React frontend for the CAD workspace and analytics.
+- **`modules/3d-designer`** — standalone AI-assisted parametric 3D design workspace (Three.js / JSCAD).
+
+## Install / Quick start
+
+```bash
+# 1. Configure environment
+cp env.example .env
+# edit .env with your API keys
+
+# 2. Start the backend (FastAPI)
+cd caedo-api
+PYTHONPATH=. python3 api/main.py
+
+# 3. In a second terminal, start the frontend (Next.js)
+cd caedo-web
+npm install
+npm run dev   # serves on http://localhost:3002 by default
+```
+
+## Usage
+
+Verify a working install with the unified smoke test from the repo root:
+
 ```bash
 bash scripts/smoke-test.sh
 ```
 
-For exact backend, Streamlit, web, 3D designer, security, and release checks, see [docs/OPERATOR_RUNBOOK.md](docs/OPERATOR_RUNBOOK.md).
+For exact backend, Streamlit, web, 3D-designer, security, and release checks, see the [Operator Runbook](docs/OPERATOR_RUNBOOK.md). Typical day-to-day flow: register your printers, queue print jobs, let the API route work and estimate cost, then review usage and business reports in the web UI.
+
+## Why / how it works
+
+Most maker tooling stops at slicing a single part. Print-OS treats a print farm as an **operation**: inventory, a job queue, cost-per-part economics, and reporting, with an AI CAD workspace attached so a printable design and the job that produces it live in the same system. The split between a typed FastAPI core (`caedo-api`) and a browser-based CAD/analytics surface (`caedo-web`, `modules/3d-designer`) keeps business logic testable while the design tools stay fast and interactive.
+
+**Stack:** FastAPI, Streamlit, Next.js 16, React, Three.js, JSCAD, SQLite, Python, TypeScript.
+
+## Best-fit searches
 
-## AI and Search Metadata
+3D printing farm management software · open-source print farm manager · maker studio production planning · print job queue tracker · printer inventory and cost tracking · AI-assisted CAD for 3D printing · local-first fabrication operations · small-batch hardware prototyping
 
-- Human and search overview: this README.
-- AI/agent navigation: [llms.txt](llms.txt).
-- Operator verification: [docs/OPERATOR_RUNBOOK.md](docs/OPERATOR_RUNBOOK.md).
-- License: [MIT](LICENSE).
+## Links
 
----
-*Powered by GLM-4.7*
+- **AI / agent navigation:** [llms.txt](llms.txt)
+- **Operator verification:** [docs/OPERATOR_RUNBOOK.md](docs/OPERATOR_RUNBOOK.md)
+- **License:** [MIT](LICENSE)
+- **KyaniteLabs:** [kyanitelabs.tech](https://kyanitelabs.tech)
+- **Sibling projects:** [GameStory-Lab](https://github.com/simongonzalezdc/GameStory-Lab) · [voice-to-sculpture-app](https://github.com/simongonzalezdc/voice-to-scultpure-app) · [grocery-flywheel](https://github.com/simongonzalezdc/grocery-flywheel) · [HealthAdvocate](https://github.com/simongonzalezdc/healthadvocate) · [CyberWitches](https://github.com/simongonzalezdc/CyberWitches)