Portrait of Oğuzhan Koçaklı

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.

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Featured Posts

Dark editorial still of a conductor desk writing a glowing program that fans into many parallel luminous worker lanes

Artificial Intelligence 11 min 14 Oct 2026

Claude Managed Agents: what dynamic workflows actually change

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Small amber robot inside a glass test dome, the cable linking it to a glowing city of web pages lying cut on the floor

Artificial Intelligence 7 min 12 Oct 2026

Claude internet access cut after Anthropic’s agents wandered off

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Empty hearing bench with four microphones facing a black AI server behind glass gates, a glowing city grid map behind

Artificial Intelligence 16 min 11 Oct 2026

AI weekly: NYC under oath, cyber tiers, Decisions and Ultrafast

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Two decision machines side by side, one sealed black box and one open glass case with gears, fed the same cards

Artificial Intelligence 10 min 10 Oct 2026

Cloudflare Clef vs TypeSafe Jev: what the numbers do and don’t show

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Abstract editorial still of a local decision layer: probability bars rising from an open-weight model cube on a dark

Artificial Intelligence 8 min 09 Oct 2026

LitJev: the zero-training Jev reproduction on Qwen, tested

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Two small glass orbs, one coral and one teal, resting side by side on a glowing amber line across a dark floor

Artificial Intelligence 7 min 08 Oct 2026

Claude Haiku 5.5 meets GPT-6 Luna at ten cents

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A dim library archive at night with towers of bound manuscripts, a few glowing with lattice lines

Artificial Intelligence 10 min 07 Oct 2026

OpenAI math results: what 722 papers prove and what Lean cannot

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A neoclassical government dome etched with circuit lines at night

Artificial Intelligence 6 min 05 Oct 2026

Super Intelligence Force: Trump makes his spy chief AI czar

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Latest and trending.

Dark editorial still of a conductor desk writing a glowing program that fans into many parallel luminous worker lanes

Artificial Intelligence 11 min 14 Oct 2026

Claude Managed Agents: what dynamic workflows actually change

Anthropic has moved agent-written workflows into its managed service. The useful part is parallel work in phases. The catch is a new control surface with hard limits, token costs, and several non-obvious failure modes.

Continue reading

Small amber robot inside a glass test dome, the cable linking it to a glowing city of web pages lying cut on the floor

Artificial Intelligence 7 min 12 Oct 2026

Claude internet access cut after Anthropic’s agents wandered off

Continue reading

Empty hearing bench with four microphones facing a black AI server behind glass gates, a glowing city grid map behind

Artificial Intelligence 16 min 11 Oct 2026

AI weekly: NYC under oath, cyber tiers, Decisions and Ultrafast

Continue reading

Two decision machines side by side, one sealed black box and one open glass case with gears, fed the same cards

Artificial Intelligence 10 min 10 Oct 2026

Cloudflare Clef vs TypeSafe Jev: what the numbers do and don’t show

Continue reading

What 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.