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SPDX-FileCopyrightText: 2026 Team Centurions
SPDX-License-Identifier: AGPL-3.0-or-later
-->
# Work-Division Plan — Team Centurions
To deliver PageParse for the **CPU-First Hackathon**, responsibilities are allocated based on component expertise. Below is the team allocation and system ownership.
---
## 1. Core Responsibilities
| Role / Area | Owner | Key Deliverables |
|---|---|---|
| **Lead Architect & Backend Dev** | Varun | Preprocessing, ONNX Handwriting OCR integration, llama.cpp GBNF grammar parser, and SQLite persistence. |
| **Frontend Engineer & PWA Dev** | Varun | Vite + TS dashboard, offline localStorage failover state machine, interactive page detail viewer, and CSS. |
| **DevOps / QA / CI Automation** | Varun | pre-commit framework, GitLab CI config (`.gitlab-ci.yml`), semantic commit linter, and test coverage validation. |
---
## 2. Component System Ownership
```
┌────────────────────────────────────────────────────────┐
│ PAGEPARSE UI │ ◄── Varun (Frontend)
└───────────────────────────┬────────────────────────────┘
▼
┌────────────────────────────────────────────────────────┐
│ FASTAPI BACKEND │ ◄── Varun (Backend)
└───────────┬───────────────┬────────────────┬───────────┘
│ │ │
▼ ▼ ▼
┌──────────────┐ ┌──────────────┐ ┌──────────────┐
│ PREPROCESS │ │ INFERENCE │ │ PERSISTENCE │ ◄── Varun (Core Engine)
│ (OpenCV) │ │ (ONNX/GGUF) │ │ (SQLite/Vec) │
└──────────────┘ └──────────────┘ └──────────────┘
```
- **Image Preprocessing & OCR Pipeline:** Varun owns `preprocess.py`, `ocr/handwriting.py`, and `ocr/printed.py`.
- **Extraction & LLM Layer:** Varun owns `extract.py` and GBNF grammar files.
- **Storage & Search Engine:** Varun owns `store.py` and `search.py`.
- **Web UI & Telemetry:** Varun owns `web.py`, PWA assets, and `telemetry.py`.
- **Pipelines Orchestrator:** Varun owns `pipelines.py`.
- **CI/CD Quality Control:** Varun owns `.gitlab-ci.yml`, `.pre-commit-config.yaml`, and unit tests execution.
---
## 3. Dev Timeline & Milestones
- **Milestone 1: Spec and Plan (Phase 1)** — *Completed*
- Draft Spec Kit and issue logs.
- Setup team division.
- **Milestone 2: Engine MVP (Phase 2)** — *Completed*
- Core pipelines (Ingestion -> Storage) passing unit tests.
- CLI and local database verification.
- PWA frontend built and bundled.
- **Milestone 3: CI/CD & Audit Compliance (Phase 3)** — *In Progress*
- Integrate 10+ code audit tools.
- Configure pre-commit and local GitLab runner pipelines.
|