Changelog

What I'm building now, major releases, and project updates. Real work, documented.

Currently Building

Started Feb 1, 2026

Premium Design System + Multi-Agent Build

Major overhaul: migrated to Convex, rebuilt AI system server-side, implemented premium sky-blue design system with Framer Motion animations. Three AI agents building in parallel.

Progress75%
Remaining tasks
  • Authentication (Clerk + Convex)
  • Test suite (Vitest)
  • + 3 more tasks...
TargetEnd of February
Started Jan 12, 2026

Flutter Health Application

Building all-in-one health tracking app with Flutter. Calendar schedules, diet tracking, and activity recommendations. Part of ALU Mobile Development course.

Progress30%
Remaining tasks
  • Build calendar integration for schedule tracking
  • Implement nutrition and diet tracking features
  • + 2 more tasks...
TargetOngoing
Started Feb 1, 2026

Math for Machine Learning

ALU course covering linear algebra, calculus, and probability for ML applications. Building foundations for ML specialization.

Progress40%
Remaining tasks
  • Multivariable calculus and optimization
  • Probability distributions for ML
  • + 1 more tasks...
TargetEnd of trimester (~6 weeks)

Timeline

Major releases and version updates, newest first

2026

|MNotes

Premium Design System

Design SystemUI/UX

Complete visual overhaul with sky blue gradient palette, Framer Motion animations, animated stat cards with counting numbers, spring-physics sidebar, and dot grid background patterns. Inspired by Vercel, Linear, Airbnb, and Apple.

v0.2.0MNotes

Design System Implementation

|MNotes

Analytics Dashboard Rebuild

Feature ReleaseAnalytics

Completely rebuilt analytics page with 6 interactive chart panels: revenue by category, ideas pipeline funnel, revenue efficiency ranking ($/hour), streams by status, top revenue streams, and mentorship overview with topic aggregation.

|MNotes

Server-Side AI Foundations

ArchitectureAI

Moved all AI calls to Convex server-side actions. Deleted 768 lines of broken client-side AI code. Added persistent insights with unread/read/dismissed status, settings page for provider and model selection, and proper error boundaries.

|MNotes

Convex Migration + UI Redesign

MigrationUI Redesign

Migrated entire backend from Supabase to Convex with 5 tables and full CRUD. Redesigned dashboard UI with sidebar navigation, stat cards, and mobile-responsive layout. 89 files changed in a single commit.

v0.1.0MNotes

Convex Migration + AI Overhaul

|MNotes

Multi-Agent Development Strategy

DevelopmentAI Agents

Set up three AI agents working in parallel: Jarvis (design system + dashboard), Claude Code (landing page redesign), and Codex (auth, testing, CI/CD). Created detailed prompt documents for each agent in the repo.

|Portfolio

Learning Page Overhaul

Feature ReleaseDesign

Launched a new interactive learning page highlighting the Flutter health app and R programming coursework. Refined layout, iconography, and typography for a cleaner educational narrative.

v3.1Portfolio

Learning Page Refinement

|Portfolio

Portfolio v3.0 Release

Feature ReleaseUX Improvement

Major feature release with unified changelog timeline, social preview images, and comprehensive mobile UX improvements. Enhanced navigation, interactive modals, and standardized layouts across all pages.

|Portfolio

Social Preview Images

Feature ReleaseSEO

Implemented social media preview images (og.png) for improved link sharing on platforms like LinkedIn and Twitter. Custom previews for writing page featuring essay titles and professional branding.

|Writing

Two Things Every App Needs

EssayProduct Strategy

New essay on product development philosophy. Explores why changelogs and feedback pages are essential for building trust in the AI era, with analysis of Arc, Perplexity, Raycast, and lessons from high-profile product failures.

|MNotes

Landing Page Launch

Product LaunchLanding Page

Complete landing page implementation with 11 new components. Smooth scroll animations, email waitlist integration, and mobile-responsive design. Over 3,200 lines of code added to prepare MNotes for public launch.

v3.0Portfolio

Major Feature Release

Phase 3.0MNotes

Phase 3.0

2025

|RGI

Rwanda Government Intelligence

Hackathon FinalistAI Platform

NISR 2025 Big Data Hackathon finalist. Built AI-powered government intelligence platform integrating 8+ official datasets. Reduced policy analysis time from weeks to 30 seconds for Rwanda's 23 ministries.

v1.0RGI

Initial Platform Launch

|Writing

AI Implementation & Business Strategy

WritingAI Strategy

Published comprehensive guide on practical AI implementation for businesses. Shared real-world frameworks and strategies from enterprise work. Reached 5K+ views in first week.