And
People stay silent for reasons you may never see. Silence isn’t always ego, and it isn’t always pain. Sometimes a person is tired and talking feels heavy. Sometimes they’re overwhelmed and can’t explain what’s inside. Sometimes they’re lazy to talk, and sometimes they simply prefer quiet over conversation. And yes — sometimes you don’t talk at all, not because you can’t, not because you’re struggling, but simply because you *don’t want to*. It’s that simple. Silence can come from peace, exhaustion, healing, confusion, or even ego. That’s why you should never judge a quiet person — silence carries many meanings, and not all of them are visible.

I’m a Linux fan and user… even the penguin’s got my back. Ur move, Windows😁

Peaceful weekend 😂

So with all the unwrapped this year, the fun project was to create a channel wrapped for people who have telegram channel

Here’s what it can do:

- Summarize your channel’s highlights of the year
- Create fun, sharable image cards of your channel stats
- Let your subscribers see what made your channel shine

All you have to do is say hi to @channel_unwrapped_bot and let the magic happen :)

Github Repo: [ https://github.com/dot-ruth/telegram-channel-unwrapped ]

Channel summary for 2025
your top preforming post of the year is https://news.1rj.ru/str/ZentharaX_dev/226

TLDReply
@tldreply_bot

A Telegram bot that summarizes group chat conversations using Google's Gemini Al.

It's been a min since I finished it, but it was being tested and furnished in the creators group. But now it's finally out.

Usage
- you(admin) add it the group
- run /setup and the bot will goude you from there and also you can use the /help command to get full info
- it only requires a Gemini api key(which will be encrypted when stored, so dont worry) which you should send to the bot

And after all this, you just have to run /tldr in the group and get summary of the group chat up to 2 weeks.

Features

📝 Smart Summaries: Get concise summaries of group discussions using AI
⏰ Time-Based: Summarize the last hour, 6 hours, day, or week (max 7 days)
💬 Reply to Summarize: Reply to any message to summarize from that point
📅 Auto-Summarization: Messages are automatically summarized before deletion (48 hours)
📚 Summary History: Summaries are kept for 2 weeks before permanent deletion
🔒 Per-Group API Keys: Each group uses its own Gemini API key
🔐 Encrypted Storage: API keys are encrypted at rest
⚙️ Customizable: Customize summary style, filters, and scheduled summaries
🌐 PostgreSQL: Uses PostgreSQL for reliable data storage
🗑️ Auto-Delete: Messages are automatically deleted after 48 hours


You can get the whole detail about the bot on https://github.com/daveragos/tldreply-bot, also give a 🌟 while you're at it.

Introducing Ethiopian AI/ML Resource Hub.

People usually ask for certain papers, datasets, models etc when they start working on ML projects on Ethiopian languages or Ethiopian context, so it's better if we have it somewhere.


https://henokb.github.io/ethiopian-ai-hub/

⏰ Happening Tomorrow!

Our Open Mic Session with Ruth Abiti Getaneh goes live tomorrow — don’t miss the chance to join the conversation.

If you’re curious about building scalable healthcare and enterprise systems, choosing the right mobile vs web architecture, and writing clean, future-proof code, this session is worth your time.

📅 Date: Friday, December 19, 2025
⏰ Time: 8:00 PM / 2:00 LT
📍 Live on the GDG AAU Channel

Follow us for updates:
| Telegram  | LinkedIn  | Instagram | TikTok | Face Book | X

#GDGAAU #OpenMicSession

Things Feel Hard Until You Actually Start

In tech, many things sound difficult long before we ever try them.

Before learning Docker, I already believed it would be complicated
not because I had worked with it, but because of how people talked about it.

Just hearing terms like image, container, and DevOps workflows made it feel heavy.

But once I started learning Docker and using it in a project, it was far more understandable than I expected.

Most of the confusion faded once I stopped listening and started doing.

This isn’t only about Docker.

The same thing happens for other terms.

From the outside, things look overwhelming.
Once you’re inside them, they turn into clear steps you can work through.

The real issue is that many juniors never reach that point.
They stop at the idea of difficulty.

We often hear experienced engineers talk in advanced terms,
and we forget that they also started by not understanding much.

Fear usually comes from: not starting, overthinking, and comparing yourself to people who are further along

So the solution is to start even if things are not clear yet.

If you’re a junior:

don’t let technical language scare you

don’t wait until everything feels clear

start small and learn as you go

You don’t need full clarity to begin.
You gain clarity by starting.

Most projects look difficult
until you sit down and actually work on them.

That’s where learning really happens.

@edemy251

Loved the Devtopia episode with Izzy—cool guy, awesome dives on AI, his research, and building Chapa. Felt like minutes, not hours. Needs part 2 with more on scaling and deep dive questions I think.

you need to watch Instagram reels once in a while to cheer yourself up fr

@bakacodes