Hi, I'm Topa.

Full-stack developer. Everyone uses ChatGPT and Claude now. I'm more interested in what comes next.

GitHub Trending, new Hugging Face models, overseas dev forums, Reddit — I dig through the global AI ecosystem every day. I spin up fresh open-source locally, sign up for beta services on day one, and by the time people ask "what's that?", the write-up is already here.

Nothing here is secondhand. No spec-sheet summaries — just real benchmarks, real comparisons, and real workflows from hands-on experience.

How I Write

Scouting Daily

GitHub Trending, Hugging Face, global forums — checking where new tech drops, every day.

Hands on Keyboard

Not press-release summaries. Installed locally, actually tested, and compared side by side.

No Sugarcoating

Good is good, bad is bad. No sponsorships, no cherry-picked pros.

What I Cover

AI

Side-by-side comparisons and update analysis of ChatGPT, Claude, Gemini, and more. Which tool fits which use case — tested and documented.

Guides

Step-by-step installation, configuration, and usage guides. Written so anyone can follow along and start using right away.

Contact

Partnerships, feedback, or just want to say hi

ttoparr12@gmail.com