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cobanov/README.md

Mert Cobanov

Senior AI engineer at Refik Anadol Studio, building Dataland, AI agents with complex memory, developer experience tools, backend systems, vector databases, and generative AI pipelines.

Website · Blog · X · Ahead, my AI newsletter

Highlights

Project What it is Stars
Ollaya Ollama for decision models. Pull and serve Laya, decider, NLI and GLiClass locally behind a TypeSafe-compatible API. Written in Rust. stars
teslamate-mcp MCP server that lets AI assistants query your TeslaMate database in natural language. stars
PS5LM llama.cpp on a jailbroken PS5. Open models run on the console's own CPU and you chat with them in the PS5 browser. stars
HerdrChat Claude Code and Codex agents running on your computer, as chats on your iPhone and iPad. Direct SSH, no account, no relay. On the App Store. stars
better-tailscale-ls A nicer tailscale status: colored, sorted, filterable, with online/offline counts. stars

Apps

  • Dantel - Crochet lace for your Mac: drag to fold, blur your screen, make it yours. On the Mac App Store.
  • GHBar - Pull requests and issues from your repositories, in the macOS menu bar.
  • Bartainer - Docker containers in your macOS menu bar, local and remote over SSH.

Products

  • terminal.army - Terminal-native multiplayer space strategy game played through a CLI.
  • Ahead - A five-minute, source-linked AI and tech newsletter, in English or Turkish.
  • tshare - Drop a file, get a link, gone in 24 hours. A temporary file drop for curl, the terminal and MCP agents.
  • watchdock - Self-hosted Docker watchdog for local and remote hosts, with crash and recovery alerts on your phone via ntfy.
  • almanak - Explore your X (Twitter) archive: search, gallery and threads, entirely in your browser.
  • Android TV cleanup - A one-page guide and ready-made prompt for cleaning up an Android TV over ADB. No root, ten languages.
  • PortRelay - Open-source USB sharing for Windows and Linux.
  • capsarsiv.com - Searchable independent archive for Turkish internet caps culture.
  • autocut - Remove silent gaps from videos and export to DaVinci Resolve, Premiere, or MP4.
  • pathbook.guide - Step-by-step guides you can track, fork, and share.
  • vitrin.dev - Community-driven second-hand marketplace for tech, hobbies, and collectibles.
  • Instagram Unfollowers - Find and unfollow people who do not follow you back on Instagram.

Interactive Writing

  • How AI Agent Memory Works - Interactive guide to context, retrieval, vector memory, and production memory systems.
  • KV Cache & Flash Attention - Interactive walkthrough of LLM inference optimizations with Python and animated diagrams.
  • Diffusion Models - From noise schedules and DDPM/DDIM sampling to latent diffusion, classifier-free guidance and rectified flow, with code and interactive visualizations.

Fly Connectome

  • awesome-fly - Curated list of fruit fly connectome projects: MaleCNS, FlyWire, brain simulations, embodied models, games, and research tools.
  • Fly Dino - Chromium's Dino game, played by a measured MaleCNS circuit with a trained neural readout.
  • fly-connectome-template - Starter for building with real fly anatomy and model output.

Retro Hardware

  • berryssh - A modern SSH client for BlackBerry OS 7: curve25519, ed25519 and chacha20-poly1305 in a plain MIDlet.
  • pspssh - SSH client for the PlayStation Portable that talks to a modern OpenSSH.
  • nokia-ssh - SSH client for the Nokia E72 (Symbian S60), sharing berryssh's protocol and crypto.
  • bbssh-archive - Preservation archive of BBSSH, the GPLv2 SSH client for BlackBerry OS.
  • ScreenFit - Visualize how retro consoles fit on modern handheld and monitor screens.

Developer Tools & Libraries

  • awesome-jev - Source-backed list of projects built with Jev, TypeSafe AI's System One model for typed decisions.
  • websum - Summarize web pages and YouTube videos with pluggable LLM backends.
  • depth2normal - Convert depth map images to RGB normal maps for shading and 3D workflows.
  • tasnif - Unsupervised image clustering with modern deep embeddings, PCA, and K-Means.
  • Soft Club UI - React component library and shadcn-compatible registry for late-90s green-glass interfaces.
  • sshls - A colorful, at-a-glance list of active SSH sessions across your fleet. Companion to better-tailscale-ls.
  • semaclust - Semantic text clustering using sentence embeddings and agglomerative clustering.
  • bucketsampler - Aspect ratio bucketing for diffusion training. PyTorch native, DDP correct.

Pinned Loading

  1. ollaya-dev/ollaya ollaya-dev/ollaya Public

    Run open decision models locally: pull and serve Laya, decider, NLI and GLiClass behind a TypeSafe-compatible API. Ollama for decision models.

    Rust 1.2k 67

  2. teslamate-mcp teslamate-mcp Public

    A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

    Python 140 22

  3. PS5LM PS5LM Public

    llama.cpp on a jailbroken PS5: run any GGUF model natively on the console, starting with Qwen 3.8

    C++ 47

  4. better-tailscale-ls better-tailscale-ls Public

    A colorful, filterable replacement for tailscale status

    Shell 16 2

  5. herdrchat herdrchat Public

    Control your herdr coding agents from your phone. On the App Store for iPhone and iPad.

    TypeScript 7 2

  6. awesome-jev awesome-jev Public

    A curated, source-backed list of projects built with Jev, TypeSafe AI's System One model for typed decisions.

    499 117