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#Artificial Intelligence
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.
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.
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.
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?
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.
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.
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.
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.
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.

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.

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.
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