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I'm Biruk T. Software Engineer with mixed Art skills from AI, Frontend , Backend and Computer Networks as well Server Environments. I am naturally Malvert sharing my sayings on the Internet beyond Telegram in fact.
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Publicaciones del Canal
đ Start Investing. Put Your Money to Work
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| 2 |  You donât need a massive audience to start earning.
Even a 100+ subscriber Telegram channel can become a real income source when you monetize it the right way.
I just made my first $98 â simply by putting my channel to work with Ads Galaxy.
If youâre still posting for free, you could be leaving money on the table.
Monetize your Telegram channel with Ads Galaxy and start earning from the audience you already have. | 21 |
| 3 |  đ Welcome to AdsGalaxy
Your channel has been added and is now under review.
đ° Monetize your Telegram:
âą Channels (Public & Private)
âą Bots
âą Mini Apps
đą Reach thousands of Telegram users by advertising your products across the AdsGalaxy network.
Start monetizing:
https://t.me/Ads_Galaxy_bot?start=REF770190998629F | 29 |
| 4 | Who are you supporting? | 27 |
| 5 | á”á Cybersecurity (ášáłáá á á°á
ááá”) á„á Full-Stack Web Development ááá ááááá?
âá„áááČá«áá” áá
á»áá á„ááłá«ááá„á!
âđ EG's Ethical hacking and full-stack web dev resources
âá áá ááááá«ááœá (Video Resources)ᣠááœááá”á á„á á”áá
áá¶áœá á á áá” áŠáł á«áááą
âá ááá ááááá đđđ
đhttps://t.me/+fQ0oPtmhUdM5MjM0
đhttps://t.me/+fQ0oPtmhUdM5MjM0 | 48 |
| 6 |  đđ | 58 |
| 7 | I don't have situationships, I have beta testers đ | 21 |
| 8 | For all my Muslim families here and my friends too
á„ááłá á1501áá ášáá„á© áááá”(á°.á.á) ášáááá” á áá á á°áá á á°ášáłáœá đ
ááá«á á áá ááááœáá â€ïž
Mawlid Mubarak âȘ
@my_dev_diary | 21 |
| 9 |  Sin texto... | 2 |
| 10 | https://andthree.wordpress.com/2011/09/03/in-praise-of-ye-posta-bet-mekina/
i randomly found this wordpress randomly bloging site, and it's weird đ | 78 |
| 11 | https://www.caniopensourceit.online/
You can search any paid tool â get its open-source replacements.
266 tools tracked.
Save it for later
@evolutionnext
#opensourcetools #llms | 69 |
| 12 | https://github.com/cporter202/ai-growth-stack
A curated collection of my top AI-powered APIs for website optimization, SEO, conversions, and social media growth. This stack covers everything from data extraction and copywriting to landing page optimization and automated social content generation. Built for developers, marketers, and founders who want real growth tools â not fluff. | 74 |
| 13 | Why are so many of us absolute pros at making bad decisions? đ | 68 |
| 14 |  +4The ML Roadmap is finally live.
When I started learning ML, the hardest part wasn't the math or the code. It was not knowing what to learn next. I ended up learning everything I could find, and honestly a good chunk of it I never use. Along the way I kept notes on the parts that actually mattered, and this roadmap came out of those notes plus a lot of research on how to order the nodes properly, from fundamentals all the way to deployment.
What's in it: a checklist at every node, questionnaires to test yourself, over 80 curated resource links, and real projects built on actual datasets. It starts by figuring out where you already are and points you to the right node instead of making you start from zero. Nodes stay locked until you finish the one before it, so the path stays honest.
This is the first version and it will keep growing. I'd like to hear what the experience feels like, what's missing, and what you'd want added.
Check it live at : Link | 61 |
| 15 | Anthropic just launched Claude Academy, a free official learning platform covering:
âą Claude Code
âą AI fluency
âą APIs
âą MCP
âą AI agents
âą Building with Claude
For developers, the Claude Code + API + MCP tracks are especially worth checking out.
http://Academy.claude.com
| X | GitHub | LinkedIn | Bluesky | Telegram | 42 |
| 16 | Many systems get branded as "AI" due to marketing hyperbole or surface-level automation, even though they lack key traits of modern artificial intelligenceâsuch as machine learning models, neural networks, or dynamic pattern recognition.
These are :-
* Traditional rule-based chatbots and phone decision trees (IVR)
* Video game NPC behavior scripts and pathfinding algorithms (A* search)
* Basic recommendation engines based on simple database filtering
* Robotic Process Automation (RPA) screen-scraping tools
* API wrapper applications and prompt aggregators
* Tax calculation and basic accounting software
* Traditional spellcheckers and rule-based grammar tools
* Static search engines relying solely on keyword matching and indexing
* Brute-force decision tree engines (e.g., traditional chess engines without neural networks) | 54 |
| 17 | When my AI limits hits 100% right before the code works đ | 60 |
| 18 | https://github.com/mnfst/awesome-free-llm-apis
you will find free APIs for to test your LLM thirsty âïž | 423 |
| 19 | image_2026-08-20_20-16-22.png | 76 |
| 20 | I find this important if you have to transfer large size files from Phone to computer or vice verse.
https://play.google.com/store/apps/details?id=com.medhaapps.wififtpserver&pcampaignid=web_share | 83 |
