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+---
+title: Week 3
+author: Chayan Das
+tags: [gsoc25, LicenseDB]
+---
+<!--
+SPDX-License-Identifier: CC-BY-SA-4.0
+SPDX-FileCopyrightText: 2025 Chayan Das <01chayandas@gmail.com>
+-->
+
+# Week 3
+
+*(June 16, 2025 - June 23, 2025)*
+
+## Meeting 1
+
+*(June 19, 2025)*
+
+## Attendees
+  - [Chayan Das](https://github.com/ChayanDass)
+  - [Dearsh Oberoi](https://github.com/deo002)
+  - [Gaurav Mishra](https://github.com/GMishx)
+  - [Sahil Jha](https://github.com/sjha2048)
+
+
+## Discussions
+
+* Explored implementing a **messaging protocol** using **pure Go concurrency**, leveraging **channels** and **goroutines** for lightweight inter-agent communication.
+* Evaluated design considerations for maintaining scalability and reliability without external messaging systems.
+* Reviewed current **user changelog** logic and discussed optimizations.
+
+---
+
+## Updates
+
+* Merged **E2E testing setup** including `.env` configuration and authentication flow tests.
+* Submitted **user changelog feature** for review.
+* Successfully removed legacy `GORM AutoMigrate` setup in favor of structured migrations.
+
+---
+
+## Planning for Next Week
+
+* Begin implementation of **Go-native messaging protocol** using channels and goroutines.
+* Research and prototype **Levenshtein distance** matching in Go for similarity detection.
+* Extend E2E test suite to cover key user and license flows.