2026-08-31
Who Captures the Productivity Gains from AI?
AI can make employees and service providers more productive without leaving them with the economic gain. An analysis through salaries, hourly billing, and competition.
Read →12 min
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(23)
2026-08-31
Is Your Data Ready for AI? Start With the Decision It Must Support
Whether data is sufficient depends on the decision it must support, how current it needs to be, and how the outcome can be verified.
Read →6 min
2026-08-29
Why Sales and Other Departments Keep Clashing
Why do Sales and the teams responsible for leads, pricing, data, and process experience the same company so differently? A field note spanning CRM queues and dealer visits.
Read →17 min
2026-08-28
When Does Process Automation Actually Need AI?
Lead routing, financial disclosures, and bank integrations show where AI adds value—and where rules or conventional software are the better choice.
Read →5 min
2026-08-27
How to Do Content Pruning: A Real-World Case Study
How should content pruning decisions use Search Console, GA4, editorial value, and strategic fit? This case study follows a real 39-page audit on my site.
Read →13 min
2026-08-27
Integrating One Bank Is Easy. Keeping Forty Running Is Not.
A single bank integration may be straightforward. The real cost is normalising different access models and keeping dozens of connections working as banks change.
Read →9 min
2026-08-27
Preserving API Quality in AI-Assisted Development
A short guide to preserving resource models, HTTP behaviour, error handling, authorization, security, and contract decisions in prompts, reviews, and delivery checks when building REST APIs with AI.
Read →8 min
2026-08-25
Testing a Button, Treating an Entire Website Redesign as a Sure Thing
Why website redesigns should separate design, CMS, URL, content, form, and measurement changes, and how progressive redesign reduces migration risk.
Read →8 min
2026-08-24
Managing Technology and Transforming the Business Are Not the Same Thing
Why keeping technology running and using it to transform the business should not be treated as the same responsibility.
Read →5 min
2026-08-24
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.
Read →6 min
2026-08-24
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.
Read →7 min
2026-08-23
Do AI Visibility Tools Really Work? What They Actually Measure
Do AI visibility tools really work? They track selected prompt outputs and trends, not real-user brand visibility or commercial impact on their own.
Read →10 min
2026-08-23
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.
Read →8 min
2026-08-22
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.
Read →11 min
2026-08-20
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.
Read →5 min
2026-08-18
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.
Read →19 min
2026-08-15
Accessing Know-How Is Not the Same as Creating It
Access to global know-how is a real advantage. But there is an important difference between applying ready-made knowledge and creating it yourself.
Read →5 min
2026-06-28
AI Visibility Dropped Before Search: The Google Data That Changed My Theory
Google's Generative AI report made me revise my live-fetch theory. The observed lead over search held, but the data does not prove a separate AI index.
Read →7 min
2026-06-25
AI Is Reducing Hiring Without Layoffs
Layoffs are counted. The role a team never opens is not. A CTO and founder's view of how AI can change the hiring decision before it appears in the data.
Read →9 min
2026-06-23
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.
Read →3 min
2026-06-22
From WordPress to Nuxt: Building an AI-Powered Content Pipeline
How I moved from WordPress to a Nuxt and Cloudflare Pages setup, using AI to reduce publishing friction while retaining editorial and technical review.
Read →4 min
2026-06-22
What Is AI Citation Share? What Bing's Data Actually Reveals
AI Visibility tools model a selected set of prompts. Bing's first-party Citation Share data gave me a way to compare that model with what I was seeing across the sites I manage.
Read →9 min
2026-06-21
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.
Read →5 min
2025(6)
2025-10-30
Redar: AI-Powered Summaries for KAP Disclosures and Open Sources
Redar is a private decision-support panel for following KAP disclosures and selected open sources without turning dense updates into a public product.
Read →3 min
2025-10-30
Cash or Installments? – The Story Behind PeşinTaksit
Why I built PeşinTaksit after a checkout choice exposed the gap between payment labels and the decision they represent.
Read →4 min
2025-07-13
What We Learned Building a Healthcare Chatbot for International Patients
A year of running VaniBot taught us why healthcare chatbots depend on human handoff, internal APIs, multichannel integration, and continuous ownership.
Read →5 min
2025-06-26
Medical Tourism Lead Management: How We Moved from Manual Routing to a Real-Time Sales System
How we replaced manual routing for roughly 100,000 yearly leads with a real-time medical tourism system built around language, country, shift, and capacity rules.
Read →7 min
2025-06-05
What Happened to RankExtension?
I planned RankExtension to make Search Console easier to work with. I did not launch it, but the need behind it is still part of how I work.
Read →4 min
2025-06-05
Building camiler.org: A Programmatic SEO Experiment with Google Maps and OpenAI
How I built camiler.org with Diyanet data, Google Maps, OpenAI, Fastify, and Nuxt, and why the automated SEO experiment became a human review workflow.
Read →6 min