Personal blog & consulting
Hi, I'm Oğuzhan.
I write, build and advise at the intersection of technology and creativity.
I think about AI-assisted production, transformation in the gaming and film industries, and marketing strategy. I share what I learn here, in plain language.
Featured Posts
Pika H3 Flex Open Weights: How to Run It and What You Need
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Mistral Large 4 Open Weights: Benchmarks, Price, How to Run It
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Gemini 4 Carbon, Harmonic Aristotle, Unlimited OCR 2: Proof Over Promises
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Did OpenAI and Anthropic Just Refute the Exponential Time Hypothesis? What the 3-SAT Claims and Lean Proofs Actually Show
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LiteLLM supply chain attack, Block’s Dessa, and two small models
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AI weekly: fences for agents, proofs for code, a PHP scare
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Claude Duet: Anthropic’s proactive agent and the limits it admits
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Factory Droid 1.0 and Programmatic Tool Calling: What Changes When the Model Writes the Loop
Droid 1.0 lets the model write a small JavaScript program that runs hundreds of tool calls in one request. The cost math is real in the long tail, the average saving is modest, and the Terminal-Bench 4 head-to-head is Factory's own claim.
Continue readingWhat I Do
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01
Vibe Coding
From idea to working prototype: building together with AI.
02
AI for Film & Animation Studios
Measured, sustainable AI integration into studio workflows.
03
AI-Assisted Content Production
Content production systems that scale while keeping the brand voice.
04
Advising
Strategy and product advice for early-stage teams.