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From MVP to AI, Next.js to DevOps - our team's blog sharing lessons learned from real projects and industry observations.

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What Is MCP, and What Does It Change in Enterprise Integration?
AI & MLLast Updated: 26 August 2026

What Is MCP, and What Does It Change in Enterprise Integration?

What is MCP and how does it differ from classic API integration? Why the real enterprise shift in 2026 was not the protocol but the authorization layer.

Artificial IntelligenceWebMCP
Ahmet Berk ArslanRead More
What is Kimi K3? Open-Weight Models Reach Frontier Level
AI & MLLast Updated: 17 August 2026

What is Kimi K3? Open-Weight Models Reach Frontier Level

The center of gravity in the AI race is shifting away from the monopoly of closed, expensive giants toward open-weight models that anyone can download and run. With Kimi K3, announced by Moonshot AI, we examine how the open-source world reaching frontier level will reshape the software development ecosystem and its cost dynamics.

Artificial Intelligence
Enes TaşdemirRead More
What Is a Forward Deployed Engineer and What Does an FDE Do?
AI & MLLast Updated: 17 August 2026

What Is a Forward Deployed Engineer and What Does an FDE Do?

A Forward Deployed Engineer bridges the gap between software development and real customer problems. What does an FDE actually do, which skills does the role require and why is it becoming increasingly visible across AI companies?

DevOpsBackendAPI DesignArtificial Intelligence
Ertuğrul TokerRead More
Knowledge Debt: The Hidden Cost of AI Coding
AI & MLLast Updated: 17 August 2026

Knowledge Debt: The Hidden Cost of AI Coding

AI accelerates code production, but it may weaken developers’ understanding of the systems they maintain. This article explores Knowledge Debt, its risks, and practical ways to reduce it.

Knowledge DebtArtificial Intelligence
Ertuğrul TokerRead More
The Story of Web Development: From a Document to an Application Platform
Web DevelopmentLast Updated: 17 August 2026

The Story of Web Development: From a Document to an Application Platform

How did the web evolve from a CERN document into a global application platform? In this article, I explore the evolution of HTML, CSS, and JavaScript, browser wars, and SEO from the perspective of a frontend developer.

SEO & GEOTypeScriptReactNext.js
Ertuğrul TokerRead More
Being a Junior Developer in the AI Era: Advantage or Disadvantage?
AI & MLLast Updated: 17 August 2026

Being a Junior Developer in the AI Era: Advantage or Disadvantage?

Does AI help junior developers grow faster, or does it weaken their learning process? Drawing from my own software development journey, I explore how AI is reshaping both learning and productivity in modern software engineering.

Artificial IntelligencePhilosophy
Ertuğrul TokerRead More
Next.js 16 Migration Guide: Step-by-Step Upgrade
Web DevelopmentLast Updated: 17 August 2026

Next.js 16 Migration Guide: Step-by-Step Upgrade

Migrating to Next.js 16 is more than a version upgrade. Explore changes to Turbopack, async APIs, Proxy, caching, and image optimization.

Next.jsReactTypeScript
Ertuğrul TokerRead More
We Do Not Write Prompts Anymore, We Build Systems That Prompt Themselves
AI & MLLast Updated: 13 August 2026

We Do Not Write Prompts Anymore, We Build Systems That Prompt Themselves

Is prompt engineering dying? Some of the tricks genuinely died, but the work did not disappear. It moved out of the chat box and into your codebase.

Artificial Intelligence
Ahmet Berk ArslanRead More
Measuring AI Visibility: GEO KPIs and a Monitoring Dashboard
SEO & GEOLast Updated: 13 August 2026

Measuring AI Visibility: GEO KPIs and a Monitoring Dashboard

Are you visible in AI answers, and how would you know? GEO KPIs across four layers: crawl, citation, referral and conversion, plus how to build the dashboard.

SEO & GEOArtificial Intelligence
Ahmet Berk ArslanRead More
Meta Conversions API CRM Feedback Loop: Full Guide
RevOpsLast Updated: 12 July 2026

Meta Conversions API CRM Feedback Loop: Full Guide

Step-by-step guide to syncing Meta Lead Ads into your CRM and feeding qualified and won signals back via Conversions API. Free, self-hosted architecture.

Meta Conversions APICRM IntegrationRevOpsLead Automation
Ensar DUMANRead More
The GEO Guide to AI Search Engines: A Technical Roadmap for Getting Cited by ChatGPT, Perplexity, and Gemini
SEO & GEOLast Updated: 2 July 2026

The GEO Guide to AI Search Engines: A Technical Roadmap for Getting Cited by ChatGPT, Perplexity, and Gemini

What is GEO (Generative Engine Optimization) and how is it different from SEO? Does llms.txt actually work? A 2026 technical guide with schema.org, WebMCP, and copy-paste code examples.

SEO & GEOllms.txtschema.orgArtificial Intelligence
Ensar DUMANRead More
MVP Development Guide 2026
MVP DevelopmentLast Updated: 30 June 2026

MVP Development Guide 2026

What is an MVP (Minimum Viable Product), where did it come from, how is it built in the age of AI, and where is it heading? From Frank Robinson to Eric Ries, from Airbnb to AI-assisted product development, this is the complete history, chronology, current state, and 2026 outlook of MVP development.

What Is MVPMVP Development
Detartech TeamRead More
WebMCP: When AI Agents Use Your Site by Talking, Not Clicking
SEO & GEOLast Updated: 21 June 2026

WebMCP: When AI Agents Use Your Site by Talking, Not Clicking

A single line in a PageSpeed report - 'agentic browsing' - opened a door to what might be the web's next big shift. What is WebMCP, how does it differ from MCP, and why should you care about it from an SEO and GEO perspective? A technical founder's take, with real code examples.

Artificial IntelligenceSEO & GEO
Ensar DUMANRead More
What is Claude Fable 5? The Age of Autonomous AI and Its Impact on Software
AI & MLLast Updated: 10 June 2026

What is Claude Fable 5? The Age of Autonomous AI and Its Impact on Software

AI is evolving from a command-waiting assistant into an autonomous system architect. An exploration of how the autonomous intelligence era, sparked by Claude Fable 5, is transforming the software world and engineering roles.

Artificial Intelligence
Enes TaşdemirRead More
Mental Muscles Also Atrophy: Are You Ready for Brain Training?
AI & MLLast Updated: 16 April 2026

Mental Muscles Also Atrophy: Are You Ready for Brain Training?

Humanity shifted from muscle power to mind power - now are we handing our mind power over to AI too? A thought experiment on whether technology is making our brains lazy.

Artificial IntelligencePhilosophy
Ensar DUMANRead More
How to Design Scalable and Maintainable Software Architecture
Web DevelopmentLast Updated: 16 April 2026

How to Design Scalable and Maintainable Software Architecture

How to design software architectures that meet not only today's needs but also the future? A practical guide on modular design, clean code, microservices, and CI/CD.

BackendDevOpsAPI Design
Ensar DUMANRead More
Digital Feudalism: Humanity Working for Artificial Intelligence
AI & MLLast Updated: 16 April 2026

Digital Feudalism: Humanity Working for Artificial Intelligence

AI systems are constantly fed with human data. But where is this dependency heading? A thought experiment on the concept of digital feudalism.

Artificial IntelligencePhilosophy
Ensar DUMANRead More
Localization Tricks on Software Development
Web DevelopmentLast Updated: 16 April 2026

Localization Tricks on Software Development

A practical guide on time zones, multilingual data management, and the UTC standard. The key elements of a scalable and maintainable localization system.

LocalizationBackend
Ensar DUMANRead More

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