AI technologies that enhance my productivity and accelerate processes in areas like coding, research, content checking, and translation.
APPROACH
CONTEXT = 'ai'; MODE = 'practitioner'
Summary
AI technologies are driving significant transformation in business and production processes today. For developers and makers, a 20–50% increase in production speed is reported, along with significant time savings on repetitive tasks. These tools automate routine work while facilitating focus and freeing up time for more strategic or creative areas. However, the view that the human factor remains critical in areas like creative thinking, analysis, and decision-making is prominent. Therefore, on this site, in publications and training, processes are conducted in a human-centered manner; AI is used as a supportive tool.
Where I Use AI
Coding:
Debugging, code reviews, optimization suggestions
Research:
Finding resources, fact-checking, alternative perspectives
Content Checking:
Grammar, consistency, flow
Translations:
Technical documentation, multilingual content
Blog Posts:
My own voice, my own experiences
Image Generation and Diversification:
AI-powered image creation, variation generation, concept visualization
MY TOOLS
QUERY = 'tools'; AUTHOR = 'self' // 7 rows
Claude Code Plugins
MCP Servers
My ComfyUI Nodes & Models
StructureAwareTiling
My own ComfyUI node package. It analyses a texture's vein topology and splits NxM tiling along the structure, solving the broken-pattern problem of a plain grid cut.
QuiltCut
My own ComfyUI node. I use it to merge texture patches without leaving visible seams.
My Own LoRA Models
Style and mask LoRAs I trained on RunPod. I use them to carry my own visual language into the ComfyUI pipeline.
TOOLS I USE
QUERY = 'tools'; TYPE = 'external' // 36 rows
General AI Assistants
Google Gemini
I use it on a subscription for everyday work, research and NotebookLM. I rarely reach for it when coding.
Kimi K3
Moonshot AI's long-context model. I use it on a subscription for long texts, document analysis, bug fixes and reporting.
Coding & Development
Development Environment
Railway
Cloud infrastructure platform. I use it to deploy applications quickly and easily.
Cloudflare
Platform providing CDN, security, and infrastructure services.
Hetzner
Germany-based cloud and dedicated server provider. For affordable and reliable infrastructure.
Neon
Serverless PostgreSQL database. With branching and connection pooling features.
Inngest
Event-driven background job platform. For webhook processing and async task management.
RunPod
GPU cloud platform. I use it for LoRA model training and inference.
Coolify
Open source self-hosted PaaS. For deploying and managing applications on Hetzner.
AI Platforms & Studios
Notebook LM
Google's AI notebook for note-taking and research.
Vertex AI
Google Cloud's enterprise AI platform. For scalable AI solutions.
Ollama
CLI tool for running local LLM models.
Kaggle
Data science and machine learning platform. Notebooks, datasets, and competitions.
Image Generation
Stable Diffusion
Open source image generation model. Run on your own server.
ComfyUI
Node-based Stable Diffusion interface. For LoRA, ControlNet, and complex workflows.
Flux
Black Forest Labs' open-weight image model. I run the Klein variant locally through ComfyUI.
Krea
Image generation and editing model. The largest model in my local ComfyUI pipeline, used for identity-preserving edits.
Krita + AI Diffusion
Open source raster editor and its plugin that connects to a local ComfyUI. For selective inpaint, outpaint and live sketching.
Google Image Models
Google's image generation models (Imagen, ImageGen). High-quality image generation.
Fal.ai
I use it for image and video processing models.
Video & Audio
Open Source LLM Models
Qwen
Alibaba's open source multilingual model family. I delegate coding work and everyday agentic tasks to it locally.
Gemma
Google's open source model family. The model I run locally for Turkish and English content work.
BGE-M3
Multilingual embedding model. It powers the vector layer of the semantic search in my own MCP servers.
Nomic Embed
Lightweight embedding model. I use it for local search work that needs fast indexing.
Automation
Zapier
AI-powered automation. No-code workflows and integrations.
Make
No-code automation platform. Workflow automation and integrations.
n8n
Open source workflow automation. Recently added AI features.
Airtable
Database and automation platform. Enhanced with AI features.
Research & Analysis
UI Design
Google Stitch
Google's AI-powered design tool. I use it to create initial draft ideas. Generates responsive UI designs from text prompts or image sketches.
Figma
Web-based design and prototyping tool. I handle the main design process with Figma. For UI/UX design and collaboration.