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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. | |