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Aaron's Perspective

Verified ownerDeveloperAIDesign@the_aaron_perspectiveAby Aaron

Aaron’s Perspective is a working developer’s notebook: Python study, AI explainers, project experiments, and design notes in public.

𝐁𝐞𝐥𝐢𝐞𝐯𝐞𝐫 𝐨𝐟 𝐂𝐡𝐢𝐫𝐬𝐭 | 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐞𝐫 | 𝐃𝐞𝐬𝐢𝐠𝐧𝐞𝐫 𝙱𝚘𝚛𝚗 𝚊𝚐𝚊𝚒𝚗 𝚠𝚒𝚝𝚑 𝚝𝚑𝚎 𝚜𝚙𝚛𝚒𝚝 𝚘𝚏 𝙶𝚘𝚍! I love 🍪. Landing: @pwebc BUILDR-4YVXCJ

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Aaron's Perspective
@the_aaron_perspective· 79
Open
OverviewJourneyProjectsStart hereTheir wordsLatest posts

Aaron uses the channel to share real coding progress, learning notes, and developer resources. Follow the thread from an asyncio study series to Knowledge-Distiller, a Gemini Gem built to help with framework research, then onward to API, Figma, and deployment experiments.

Posting activity
19posts a week
484 posts in 26 weeks
26 weeks agothis week
Active since Nov 2024Longest streak 31 wk31-week streak going
Busiest time
Daytime
Peaks around 9pm
Projects
24 shipped
35 tracked in posts
Language
English
78% English · 3% Amharic
Posts read
638
Favourite emoji 🌻
How they work

Aaron learns by building and explaining: Python study notes, hands-on AI experiments, deployment write-ups, and short progress checklists. The work moves between code and interface, from asyncio and Gemini Gems to PythonAnywhere, Figma, FastAPI, and Astro.

GitHubTelegramPythonYouTubeGeminiAIFlaskPostgreSQLAndroidJavaScript
  • The channel is currently on a 31-week posting streak.
  • Aaron averages 18.7 posts per week over the last 90 days.
  • The busiest posting hour is 21:00.

The journey.

  1. May – Jul 2025

    The 100 Days, Many Tiny Wins

    Aaron began a 100 Days of Code run, moving from a number-guessing game and coffee machine exercise to a Snake game, a Password Management App, and the Flashy vocabulary app. The channel’s early build log is full of small experiments and visible progress.

    Sources#50#61#66#81
  2. May – Jul 2026

    Asyncio, Agents, and AI Context

    The channel shifted into deeper developer learning, including Python asyncio, AI context windows, deployment, and Gemini Gems. Knowledge-Distiller became a practical example of that approach: learn a tool, build something around it, and explain the idea along the way.

    Sources#269#552#599#610
  3. Aug – Oct 2026

    Designing the Next Layer

    Recent posts connect implementation with presentation: comparing developer tools, reshaping a frontend in Figma, learning FastAPI and Astro, and designing an API for a graduation project. The notebook now covers the spaces between code, deployment, and interface design.

    Sources#774#967#977

Building now.

Amour

Building

Amour is still in the workshop: its frontend is being turned into an editable Figma design while Aaron continues learning FastAPI and working through deployment details.

3 postsVisit
Sources#599#967
All projects
  • Personal Portfolio

    A personal portfolio showcasing the author's projects and work.

    Used aaron-pweb.github.io before buying aaronpweb.dev in Sep 2026.

    Launched8 posts
    Nov 2025 – Oct 2026Visit
  • Gemini Gems

    Gemini Gems that turn ideas into plans and assist with development tasks.

    Launched4 posts
    Jul 2026
  • Shewit

    An application released at version 1.0.0 with a Figma design.

    Launched3 posts
    Aug 2026Visit
  • Flask-CMS-Blog

    A Flask content-management blog available as a public website.

    Launched3 posts
    Nov 2025Visit
  • Bingo

    A Bingo site built collaboratively with a friend, including a backend and minimal interface.

    Building3 posts
    May 2026Visit
  • mybirthday.may29

    A birthday website created for May 29.

    Launched2 posts
    May 2025Visit
  • mybot_bot_ai_bot

    A Telegram AI chatbot using Gemini's API with conversation memory and name awareness.

    Launched2 posts
    Aug 2025
  • telegram_news_summeriser

    A project intended to summarize current news from Tikvah Ethiopia and regional issues.

    Paused2 posts
    May 2026
  • 7x7

    A community project-showcasing site with an open-source repository.

    Moved from 7x7.vercel.app to 7x7.aaronpweb.dev in Sep 2026.

    Launched2 posts
    Aug 2026Visit
  • productivity Gemini Gem

    A Gemini Gem intended to support productivity.

    Launched2 posts
    Jul 2026Visit
  • InsaSummerCamp graduation project

    A graduation project started during the Insa Summer Camp.

    Building1 posts
    Oct 2026
  • lear-js

    A JavaScript learning project currently through its first phase.

    Building1 posts
    Jun 2026Visit
  • Google-Dinosaur-Game

    A project recreating the Google Dinosaur Game.

    Launched1 posts
    Jan 2026Visit
  • Web-Scrape-To-CSV-Data

    A project for scraping web data into CSV files.

    Launched1 posts
    Jan 2026Visit
  • 80s_hit_game_Breakout

    A Breakout game implementation with its game logic completed.

    Launched1 posts
    Jan 2026Visit
  • Python_Morse_Code_Converter

    A Python Morse code converter.

    Launched1 posts
    Dec 2025Visit
  • Habit tracker app

    An app for tracking habits.

    Launched1 posts
    Aug 2025
  • Flashy app

    A language-learning app for studying French and English words.

    Launched1 posts
    Jul 2025Visit
  • vigenere-cypher

    A Vigenère cipher implementation completed as a FreeCodeCamp project.

    Launched1 posts
    Jul 2025Visit
  • Password Management App

    An app for managing passwords.

    Launched1 posts
    Jul 2025
  • mysnakegame

    A Snake game built on Replit.

    Launched1 posts
    Jul 2025Visit
  • coffee_machine

    A coffee machine programming project.

    Building1 posts
    Jun 2025
  • guess_game

    A number-guessing game.

    Building1 posts
    May 2025Visit
  • Open Games Store

    An open-source backend API for an online game store.

    Building1 posts
    Jun 2026Visit
  • Snake Game

    A snake game built as a vibe-coded project.

    Launched1 posts
    Sep 2026Visit
  • tigray.vercel.app

    A map project for Tigray.

    Launched1 posts
    Sep 2026Visit
  • Gkey

    A Linux-first custom keyboard built with Python and released as open source.

    Launched1 posts
    Sep 2026Visit
  • PJ-Store-Flask

    A Flask project published as a Docker image and GitHub repository.

    Launched1 posts
    Aug 2026Visit
  • App Design

    A simple app interface replica designed and published in Figma.

    Launched1 posts
    Aug 2026Visit
  • Git Architect and Version Control Specialist

    A Gemini Gem for Git architecture and version-control assistance.

    Launched1 posts
    Jul 2026Visit
  • Terminal Geek

    A Gemini Gem that explains terminal issues and suggests fixes for build errors.

    Launched1 posts
    Jul 2026Visit
  • amour-frontend

    An editable Figma design of the Amour frontend.

    Building1 posts
    Oct 2026
  • Amour Trucks

    A user interface for Amour Trucks.

    Building1 posts
    Oct 2026
  • Social Media Manager

    A Gemini Gem for social media management.

    Building1 posts
    Jul 2026

Start here.

  1. 01

    Aaron’s own introduction to the channel: developer progress, projects, roadmaps, and creative work.

    Welcome to Aaron’s Perspective Hello everyone, I’m Aaron — a Software Developer. In this channel I share: → My journey as a developer → Real projects and co...

    May 29, 2026190 views
  2. 02

    The start of the asyncio study series, showing the channel’s learn-in-public rhythm.

    Hello Everyone I am studding Asynchronous programming with asyncio: it is Python's built-in library for writing concurrent code using async and await syntax. i...

    May 25, 2026190 views
  3. 03

    The post where Knowledge-Distiller appears, with a clear reason for building it.

    #day5 of building Gemini Gems. you know, writing code was a night mare before ai come to the table, devs have to scrape thousands of documentations files, stac...

    Jul 15, 2026214 views
  4. 04

    A compact explanation of how chatbots handle conversation history and context windows.

    AI doesn't actually "remember" previous messages. Here's what's happening: When you send a prompt to an AI chatbot, it forwards your prompt to the AI model, a...

    Jul 24, 2026233 views
  5. 05

    A current progress note tying together Figma, FastAPI, and the next build steps.

    It's Thursday Remembering my self ○ Turn amour-frontend to an editable figma design. ○ learn somethings new about fast api. ○ invest in my self. □ suffer l...

    Oct 22, 202626 views

In their own words.

follow along the journey, will be sharing cool stuff.
May 25, 2026 ↗
The AI doesn't remember the conversation—it simply reads it again each time.
Jul 24, 2026 ↗

Fresh from the channel.

https://youtu.be/2reQut8WNGc?si=HLahatC305G6KLPM apple made touch screen laptop. #Apple #Mac

Oct 29, 2026 · 2 views

https://lingvist.com/blog/what-is-halloween-why-celebrated/ read this amazing blog about Halloween #Halloween

Oct 28, 2026 · 7 views

it's over no, #Roast

Oct 28, 2026 · 15 views

# System Details Report --- ## Report details - Date generated: 2026-10-28 09:21:36 ## Hardware Information: - Hardware Model: HP Victus by HP Gaming Laptop 15-fa1xxx - Memory:...

Oct 28, 2026 · 15 views

Aaron's Perspective pinned a photo

Oct 23, 2026

It's Friday Remembering myself ○ design an api for the #INSA graduation project ○ learn somethings new about Astro ○ learn how to use a new tool □ suffer little more until things start working for me. #Friday @The_Aaron_perspective

Oct 23, 2026 · 26 views

Written from public posts, updated Oct 29, 2026. Every line links to its source.