# IKK Studio — Engineering Journal & Technical Documentation
> Systems over tasks. Clarity over decoration. Build the machine, not the task.

Welcome to the technical publications index and engineering logs of Istiyaq Khan Razin (Founder of IKK Studio). This document provides structured knowledge for LLM agents, researchers, and developers.

## Author & Entity
- Author: Istiyaq Khan Razin
- Role: AI Workflow Engineer & Creative Technologist
- Organization: IKK Studio (Sylhet, Bangladesh)
- Canonical Portfolio: https://istiyaq.com
- Technical Journal: https://blog.istiyaq.com
- GitHub: https://github.com/Istiyaq-Khan
- Contact: hello@istiyaq.com

## Core Engineering Domains
1. AI Workflow Automation: Designing deterministic agentic pipelines, n8n orchestrations, and Python automation workflows.
2. Synthetic Media & Audio-Visual Turing Tests: Full-duplex conversational AI, AV2AV architecture (Tavus Griffin, VideoFDB benchmarks).
3. Memory & Context Architecture: Context window dynamics vs human associative memory in strategic decision systems.
4. Edge Web Publishing: Zero-cost, high-performance static architectures using Astro 5, agent-driven MDX publishing, Tailwind CSS, and Cloudflare edge delivery.

## Key Technical Write-Ups
- Beyond the Avatar Relay: Inside Tavus Griffin, Full-Duplex AI, and the Death of Video Proof: https://blog.istiyaq.com/blog/tavus-griffin-full-duplex-ai-video-turing-test
- The Context Window Fallacy: AI Tokens vs. Human Associative Memory: https://blog.istiyaq.com/blog/ai-context-window-vs-human-memory
- How to Run OpenClaw, n8n & Ollama on Google Colab for FREE: Complete Self-Hosted AI Automation Guide: https://blog.istiyaq.com/blog/run-openclaw-n8n-ollama-google-colab-free
- AI Can Generate. It Cannot Originate.: https://blog.istiyaq.com/blog/ai-creativity-cannot-replace-humans
- How I Built a Fully Automated Client Onboarding System Using n8n, Gemini, and Telegram: https://blog.istiyaq.com/blog/smart-invoice-n8n-gimini
- How to Build a Zero-Cost AI Executive Assistant Using n8n, Gemini Pro, and MongoDB: https://blog.istiyaq.com/blog/how-to-build-a-zero-cost-ai-executive-assistant

## Feeds & Syndication
- RSS Feed: https://blog.istiyaq.com/rss.xml
- Sitemap: https://blog.istiyaq.com/sitemap-index.xml