Business & Lab

How work actually moves

Operations are shaped by processes, handoffs, decisions, and the information people can reach. I write about finding unnecessary friction in that system, deciding what deserves redesign, and measuring whether the change helped.

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2026(13)
Turkey's First Real-Time Mystery Shopping Reporting Platform
2026-08-24 · 6 min

Turkey's First Real-Time Mystery Shopping Reporting Platform

A note on how I built the operational system behind PlusValue's mystery-shopping work, which began as a university final project in 2005.

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#plusvalue#mystery-shopping#entrepreneurship#operations#software
Keeping Customers Happy Isn’t Enough. You Have to Follow Up.
2026-08-24 · 7 min

Keeping Customers Happy Isn’t Enough. You Have to Follow Up.

A positive customer experience does not automatically turn into a review or recommendation. A small observation about follow-up, timing, and how AI changes the cost of building useful software.

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#customer-experience#guest-relations#feedback#ai#process-design
AI Visibility Tools: Reality or a Construct?
2026-08-23 · 8 min

AI Visibility Tools: Reality or a Construct?

A critique of what AI Visibility tools can actually measure with selected, single-turn prompts—and how that differs from real user context, multi-turn conversations, and decision journeys.

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#ai-visibility#geo#ai-measurement#chatgpt
llms.txt Was Never the Point
2026-08-23 · 8 min

llms.txt Was Never the Point

A closer look at the AI Visibility hype around llms.txt, the information architecture experiment I built, and the difference between a technical hypothesis and a marketing promise.

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#llms-txt#seo#geo#ai-visibility
Do You Know How Dependent Your Company Is on AI?
2026-08-22 · 11 min

Do You Know How Dependent Your Company Is on AI?

AI is not only accelerating work people already did. It is creating operational capacity companies could never afford to have — and that capacity needs a continuity plan before it becomes structural.

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#ai-transformation#ai-economics#model-portability#business-continuity#operational-resilience
AI Wasn’t Always This Good. We Just Got Used to It.
2026-08-20 · 5 min

AI Wasn’t Always This Good. We Just Got Used to It.

AI is rapidly changing team capacity and software economics. That calls for a fair view of the past—and new expectations for today.

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#ai-transformation#business-strategy#operating-model#software-economics
Do You Need a Paid CMP for Google Consent Mode v2?
2026-08-18 · 19 min

Do You Need a Paid CMP for Google Consent Mode v2?

A developer's investigation of paid, free, open-source and custom CMP options for Google Consent Mode v2 while migrating global sites from WordPress to Next.js.

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#google-consent-mode-v2#cmp#privacy#nextjs#gdpr
AI Citations Run on a Separate Clock: What Google's Generative AI Data Revealed
2026-06-28 · 8 min

AI Citations Run on a Separate Clock: What Google's Generative AI Data Revealed

Days after Bing's Citation Share, Google added a Generative AI report to Search Console. The second first-party dataset forced me to revise the mechanism I had proposed, and showed how differently the two engines move.

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#seo#geo#ai-visibility
The Job AI Won't Take — and the Five It Quietly Prevents
2026-06-25 · 11 min

The Job AI Won't Take — and the Five It Quietly Prevents

Altman and Amodei walked back their AI job-apocalypse warnings. They're watching the wrong variable. The damage was never layoffs — it's the hires that quietly never happen. A view from both sides of the decision: CTO by day, founder by night.

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#ai-jobs#hiring#ai-economy#solo-founder
ProductLog: The Platform I Built for Myself First
2026-06-23 · 3 min

ProductLog: The Platform I Built for Myself First

I kept needing a place to document what I was building — not for an algorithm, not for a launch moment, just for the work itself. So I built one.

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#build-in-public#indie#productlog#maker
The New Evrenbal.com: A New Era and Blogging Philosophy
2026-06-22 · 3 min

The New Evrenbal.com: A New Era and Blogging Philosophy

Why I moved away from WordPress to a Nuxt & Cloudflare Pages Git-based setup, the changing value of technical writing in the AI era, and my new blogging philosophy.

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#blogging#ai#webdev#future-of-work
The AI Visibility Illusion: What Bing's Citation Share Data Actually Reveals
2026-06-22 · 9 min

The AI Visibility Illusion: What Bing's Citation Share Data Actually Reveals

A new category of consultants and SaaS tools is selling 'AI Visibility' optimization. Then Bing released its first real citation data — and it told a very uncomfortable story.

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#seo#geo#ai-visibility
1M Impressions per Month, $0 Revenue: A Programmatic SEO Post-Mortem
2026-06-21 · 4 min

1M Impressions per Month, $0 Revenue: A Programmatic SEO Post-Mortem

I reached a million Google Search impressions with more than 10K clicks a month, yet generated zero dollars. Here is the post-mortem of camiler.org.

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#seo#projects
2025(6)
Redar: AI-Powered Summaries for KAP Disclosures and Open Sources
2025-10-30 · 3 min

Redar: AI-Powered Summaries for KAP Disclosures and Open Sources

Financial information in Turkey moves fast, and most of it arrives in dense, inconsistent formats. Redar is my answer: an AI-assisted analysis system that…

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#ai#fintech#projects
Cash or Installments? – The Story Behind PeşinTaksit
2025-10-30 · 3 min

Cash or Installments? – The Story Behind PeşinTaksit

Financial decisions aren’t always rational — especially in environments where inflation moves faster than logic. In Turkey, where annual inflation has…

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#projects#fintech
Beyond the bot: lessons from building a chat system for global patients
2025-07-13 · 5 min

Beyond the bot: lessons from building a chat system for global patients

A year of running a real medical chatbot, VaniBot — what it taught me about trust, multichannel integration, real cost, and choosing a hosted LLM over open source.

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#ai#chatbot#healthcare
From Rules to Decisions: The Real-Time Sales Intelligence Platform We Built at Vanity
2025-06-26 · 6 min

From Rules to Decisions: The Real-Time Sales Intelligence Platform We Built at Vanity

How we transformed Vanity's manual lead routing into a real-time, automated decision support and sales force management engine handling 100K yearly leads.

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#bizops#revops#automation
Why I’m Building RankExtension: Making Google Search Console Actually Make Sense
2025-06-05 · 4 min

Why I’m Building RankExtension: Making Google Search Console Actually Make Sense

Google Search Console is full of numbers—clicks, impressions, CTR, average position. Let's look at why I'm designing a browser extension to bring clarity.

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#seo#projects
An SEO Experiment in a Low-Competition SERP with Google Maps and OpenAI
2025-06-05 · 6 min

An SEO Experiment in a Low-Competition SERP with Google Maps and OpenAI

How I built camiler.org using Fastify, Nuxt 3, Google Maps API, and OpenAI to target a low-competition, high-volume search niche.

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#seo#projects