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Urthella/README.md

👨‍💻 About me

const utku = {
  role:        "Fullstack Developer · Backend & DevOps",
  location:    "Konya, Türkiye",
  currently:   ["okutgitsin.com, a live-streamed vehicle-auction platform (launching soon)", "penpick.com.tr, a marketplace for pen collectors (launching soon)", "Reveil, an AI habit-tracking app"],
  shipped:     ["A distributed-systems series: CRDT sync, rate limiting, sagas, RAG, job queues"],
  learning:    ["Distributed systems", "AI · Data Science"],
  collab:      ["Interactive web experiences", "Anything that ships ✨"],
  reach:       "utkudemirtas0@gmail.com",
};

🏆 Flagship: okutgitsin.com

🔨 okut: a live-streamed group vehicle-auction platform. An admin opens a live broadcast, puts N cars up for auction, and users join with tokens and bid in real time. A Redis + Lua atomic bid engine handles millisecond-level bidding, Socket.IO broadcasts every offer, and LiveKit powers the camera/mic streams. Escrow deposit flow (HELD → REFUNDED/FORFEITED), IBAN verification, expert reports, a dealer dashboard, admin analytics, and Resend-powered transactional email.

NestJS 11 · Next.js 16 · React 19 · PostgreSQL + Prisma · Redis + Lua · Socket.IO · LiveKit · Turborepo · Deployed on Vercel

Source is private; launching soon, the waitlist is open at okutgitsin.com.


🖋️ Flagship: penpick.com.tr

🖋️ Penpick: a marketplace for pen collectors. Buy and sell pens safely: the buyer's payment is held by Penpick until the pen is delivered. Fixed-price listings and timed auctions with scheduled endings, a launch perk that waives the first sale's commission for the first 100 members (granted under Postgres advisory locks so exactly 100 get it), username + password auth with e-mail/SMS verification, an admin panel, and a React Native (Expo) mobile app on the same API.

Next.js 16 · React 19 · TypeScript · Prisma 7 · Neon Postgres · Tailwind v4 · Expo · Resend · Deployed on Vercel

Source is private; launching soon, the waitlist is open at penpick.com.tr.


🧩 Backend & distributed-systems series

Five from-scratch builds around the problems that show up in real backends: concurrent state, distributed limits, partial failure, retrieval and job scheduling. Each one ships with tests and a runnable demo.

Google-Docs-style collaborative editor. Yjs CRDTs synced over a custom y-websocket protocol server, live cursors and presence, JWT auth with viewer/editor sharing, and debounced snapshot persistence with version history instead of a write per keystroke.

TypeScript · React · Tiptap · Yjs · WebSocket · Express · SQLite / Postgres

API gateway with three rate-limiting algorithms (fixed window, token bucket, sliding window log), each with an in-memory and a Redis + Lua store so limits hold across replicas. Uses Redis server time to sidestep clock drift, with Prometheus metrics, a Grafana dashboard and a k6 load test.

TypeScript · Node.js · Redis + Lua · Prometheus · Grafana · Docker

Ask questions about a codebase, get answers with file:line citations. tree-sitter AST chunking by function and class, hybrid BM25 + vector retrieval fused with RRF, strict grounding prompts, and an eval harness where hybrid retrieval reaches 94% hit@3.

Python · FastAPI · tree-sitter · pgvector · Claude / OpenAI

Five microservices coordinating an order saga. Failed steps trigger compensating transactions (refund, stock release), a transactional inbox keeps consumers idempotent under at-least-once delivery, and W3C trace context follows each order across every service.

TypeScript · Node.js · RabbitMQ · OpenTelemetry · Jaeger · Docker

A mini Celery built from scratch. Race-safe job claiming (SQLite BEGIN IMMEDIATE with an atomic UPDATE ... RETURNING, Postgres FOR UPDATE SKIP LOCKED), exponential backoff with a dead-letter queue, heartbeats plus a reaper that recovers jobs from crashed workers, and a DAG workflow engine with a live dashboard.

Python · asyncio · FastAPI · SQLite · PostgreSQL


🧪 Latest builds

Smaller, focused repos across Rust, Go, TypeScript and Nix. Every one has CI, and all but the Nix configs ship a reproducible Nix dev shell.

Repo What it does Stack
ari-check Asks the CA when to renew: reads a host's TLS certificate or a certificate file and fetches its ACME Renewal Information (RFC 9773) window, with exit codes for cron TypeScript · TLS
nix-oci-images One Go server packaged as an OCI image six ways, Dockerfiles against Nix builders, measured in CI for size, shell, CVEs and rebuild reproducibility Nix · Docker · Go
arb-gas-exporter A Prometheus exporter for Arbitrum gas prices, read from the chain's own precompiles: L2 base fee, parent-chain data prices, pricing backlogs, ArbOS version TypeScript · Arbitrum
doh-stub A DNS-over-HTTPS stub for setups that used the removed cloudflared proxy-dns: same flags, UDP and TCP in, RFC 8484 out Rust · DNS
pq-hybrid-kex X-Wing, the key exchange that pairs post-quantum ML-KEM-768 with X25519, written step by step and checked against the draft's test vectors Rust · Cryptography
chaos-proxy A TCP proxy that adds latency, jitter, bandwidth limits, dropped and cut connections, and partitions, changeable while it runs Rust · Testing
rs-loadgen An HTTP load generator that measures latency from when each request was due, so a stalled server can't hide its stall Rust · Load testing
agent-trace-viewer A local viewer for AI agent traces in OpenTelemetry's GenAI conventions: model and tool calls on a timeline, tokens counted once TypeScript · OpenTelemetry
bloom-cuckoo-rs Bloom, cuckoo and xor filters from scratch, with false positive rates measured against the theory Rust · Data structures
idempotency-kit Idempotency-Key middleware for Express, Fastify and Hono, following the IETF draft, with memory and Redis stores TypeScript · Redis
omnichain-portfolio Native balances across 12 blockchains from public endpoints, with every address checked against its chain's format and checksum first TypeScript · Multichain
lsm-lite A small LSM-tree key-value store, tested by crashing it at every filesystem operation on a simulated disk Rust · Storage
webhook-relay Signed webhook delivery on Postgres with retries, dead letters, redrive and SSRF protection checked when the connection opens Go · Postgres
raft-visualizer Raft in the browser: crash nodes, split the network and watch five safety properties checked live (try it) TypeScript · Raft
tiny-kv-raft A replicated key-value store on openraft, run under partitions, lost messages and crashes, with a linearizability checker Rust · Raft
outbox-relay Publishes committed rows of a Postgres outbox table to NATS JetStream from a logical replication slot, with crash-safety tests and slot lag metrics Go · Postgres · NATS
go-saga Sagas for Go: every step has a compensating action, and a durable log lets a saga resume after a crash Go
agent-file-census A scan of the 10,000 most-starred repos for hidden text in agent instruction files, with the method, data and limits TypeScript · GitHub API
erc4626-vault-kit ERC-4626 vault with an idle buffer and a pluggable strategy, tested with a16z's conformance suite and invariants. Unaudited, testnets only Solidity · Foundry
chainpulse Health monitoring for blockchain RPC endpoints across 15 chains: uptime, head height, lag behind peers and stalls, with Prometheus metrics and alert rules Go · Prometheus
anchor-escrow Token escrow on Solana with optional expiry and Token-2022 support, tested in LiteSVM. Unaudited and not deployed Rust · Solana · Anchor
mcp-postgres-guard MCP server that lets AI agents query Postgres without being able to break it: read-only, one statement at a time, time and row limits Go · MCP · Postgres
mcp-tcmb-kur MCP server for the Central Bank of Türkiye's daily exchange rates, with history and no API key Go · MCP
llm-gateway-go One OpenAI-compatible endpoint for all your LLM providers: fallback, per-client keys and limits, response cache, Prometheus metrics Go · LLM
baited Harmless traps that test whether your coding agent hands over your .env, with a fake secret and a local listener. Includes a small pilot on Claude Code and Codex CLI TypeScript · Claude Code · Codex CLI
gcra-lite Dependency-free GCRA rate limiter: one atomic per limiter, plus a keyed limiter for per-user quotas Rust
backend-agent-skills Agent Skills for Postgres migration review, k6 load test plans and incident response, linted in CI with skill-lint Agent Skills · Postgres · k6
nixos-wsl-dev My Windows dev machine as a NixOS-WSL flake: the whole Linux side rebuilds from the repo Nix · NixOS
agent-memory-sqlite Persistent memory for coding agents as an MCP server: SQLite FTS5, BM25 + recency ranking, zero native deps TypeScript · MCP · SQLite
context-compressor ctxc: shrinks test and build logs to an LLM token budget, 94% smaller on a real cargo test run with the failure intact Rust
skill-lint Linter and GitHub Action for Agent Skills (SKILL.md): spec rules, broken links, nested references TypeScript · GitHub Actions
nix-devshells Flake templates for Rust, Go, Node/TS, Python and Solidity dev shells, smoke-tested in CI Nix
dotfiles-nix My whole shell and editor setup as a home-manager flake for NixOS-WSL Nix · home-manager

🚀 Featured projects

Cloud cost anomaly detection on AWS CUR data. Three detectors run in parallel (STL · Isolation Forest · Z-Score), with severity-banded alerts and a Streamlit dashboard.

Benchmarked across 25 random seeds: STL wins overall (F1 ≈ 0.76), Z-Score is a perfect point-spike detector, Isolation Forest sits in between.

Python · scikit-learn · Streamlit · pandas · pytest · CI

Sorting algorithm benchmarking suite: Quick / Heap / Shell / Merge / Radix tested on Random, Partially Sorted, and Reverse Sorted data across sizes from 1K to 500K.

Spring Boot REST API + React/Vite UI for interactive comparison, with line / bar / radar charts and CSV/JSON export.

Java 17 · Spring Boot · Maven · React · Vite · JUnit

5-stage 16-bit MIPS CPU simulator with hazard handling (data forwarding EX-EX and MEM-EX, load-use stall detection, branch flush), plus a Verilog RTL twin and live web visualization of registers, memory, and pipeline state.

Java 17 · Javalin · React · TypeScript · Verilog · Gradle

Used-car marketplace with JWT auth, role-based access (admin / seller / buyer), favorites, in-app messaging, image uploads, and a full Cypress E2E suite. Helmet, rate-limiting, and CORS hardening on the API.

Next.js 14 · Express · MongoDB · Tailwind · Jest · Cypress

AI-powered habit-tracking mobile app. Three-tier architecture: React Native (Expo) client + NestJS API + FastAPI AI engine, all backed by PostgreSQL.

React Native · Expo · NestJS · FastAPI · PostgreSQL

Personal portfolio at utkudemirtas.tech with a WebGL fluid background, bilingual TR/EN content, an interactive terminal and command palette, a live theme lab, an auto lite mode for weaker machines, and an EmailJS contact form.

Next.js 15 · React 19 · WebGL · Tailwind · Framer Motion · GSAP


🤝 Open-source collaborations

Repos I contribute to as a collaborator on @thefcan's org. My role is mainly test suites and CI pipelines (across Go, Python, Rust, C++ and the web stack), plus fixes along the way.

Multi-tenant, AI-powered knowledge SaaS. Teams upload documents and chat with an assistant that answers only from those documents, with citations (RAG). Go core for tenancy/billing/metering, a FastAPI LLM + embedding pipeline, a Next.js front-end, Postgres + pgvector, and a provider-agnostic model layer, with a live demo and CI/CD/CodeQL.

Go · FastAPI · Next.js · Postgres + pgvector · Ollama/Gemini

My contribution: the web Vitest suite + CI step.

A blockchain written from scratch in Go: proof of work, a signed UTXO transaction model, ECDSA wallets, BoltDB persistence, and TCP peer-to-peer sync. Built to a production standard: property-based and fuzz tests, a security-reviewed network layer, and static analysis.

Go · Proof of Work · ECDSA · BoltDB · P2P

My contribution: the cmd CLI test suite.

Kubernetes chaos / resilience harness in Go. Inject controlled faults into a system on Kubernetes, check a steady-state hypothesis, measure recovery, and report a deterministic pass/fail, with an ML-based anomaly layer over accumulated runs.

Go · Kubernetes · Chaos engineering · kind

My contribution: buildinfo + k8s-client tests.

From-scratch 2D finite-element solver for steady-state heat conduction in modern C++17. Hand-written Galerkin assembly, a Jacobi-preconditioned CG solve (Eigen), and HDF5/XDMF output for ParaView, validated to second-order accuracy by the Method of Manufactured Solutions.

C++17 · Eigen · CMake · GoogleTest · FEM

My contribution: Point/Material value-type tests.

A container runtime in ~80 lines of Go: a learning re-implementation of the core of docker run. Isolates a process with Linux namespaces (UTS, PID, mount), chroots into a root filesystem, and mounts a private /proc. Standard library only.

Go · Linux namespaces · chroot

My contribution: config helpers + tests + CI go-test.

End-to-end ML predicting whether a second-hand fashion listing sells within 7 days. Covers scraping, time-aware labeling, feature engineering, model comparison, ablation analysis, and a live demo, with XGBoost on top.

Python · XGBoost · scikit-learn · pandas

My contribution: pytest suite + first CI workflow.

Also contributing to rust-url-shortener (Rust · Axum) and unity-match3 (Unity · C#).


🛠️ Tech stack

Frontend
Backend
Data & Infra
Tools

📊 GitHub stats


"Build it. Break it. Ship it. Then learn what broke."

Pinned Loading

  1. costsight costsight Public

    STL, Isolation Forest, Z-Score detectors on AWS CUR data — severity-banded alerts + Streamlit dashboard. Cloud Computing term project.

    Python

  2. Reveil Reveil Public

    AI-powered habit-tracking mobile app — React Native (Expo) + NestJS API + FastAPI AI engine, PostgreSQL persistence. Work in progress.

    TypeScript

  3. thefcan/dolap-sale-prediction thefcan/dolap-sale-prediction Public

    Jupyter Notebook

  4. thefcan/femheat thefcan/femheat Public

    2D steady-state heat-conduction FEM solver in modern C++17, validated by the Method of Manufactured Solutions

    C++

  5. thefcan/k8s-resilience-harness thefcan/k8s-resilience-harness Public

    Chaos-testing harness for Kubernetes — fault injection, steady-state hypothesis checks, recovery-time measurement (Go, client-go, kind-in-CI)

    Go

  6. thefcan/ragdesk thefcan/ragdesk Public

    Multi-tenant RAG SaaS — Go API + FastAPI AI service + Next.js, PostgreSQL/pgvector, cited answers

    Go