Metehan Ariman — Senior Software Engineer
About
AI tools, filtered through an engineer's eye.
9+ years building software for governments and enterprises. Mathematical Engineering background. Now documenting the AI tools and workflows that actually move the needle.
Software Engineer
Backend · Systems · AI Tooling
Content Creator
AI Tools · Dev Workflows · No Hype
Practical AI for developers
& technical founders
Three pillars. One mission: cut through the noise.
Tools & Repos
One GitHub repo or AI tool per week. Why it matters and how to actually use it in your workflow.
Build & Workflow
How I built real things with AI agents. Token savings, automation tricks, and honest results.
Generative Media
AI image and video generation — what actually looks good, what doesn't, and why.
Thoughts, tutorials, and deep dives.
A 7B model is 14 GB in full precision. A 70B is 140 GB. Quantization is the trick that brings those numbers down to something your machine can hold — and the tradeoff is smaller than most people expect.
ByteDance open-sourced DeerFlow 2.0 and it hit #1 on GitHub Trending in hours. The number isn't the story. The shift from framework to batteries-included harness is.
1,497 agent skills now sit in one repo, and the best ones come straight from Stripe, Cloudflare, Figma, and Anthropic. Here's why vendor-written skills change how you set up an agent—and five worth installing first.
New channels, fresh start.