CATEGORY
AI & ML
The Real Barrier to Putting AI Agents in Production: Secure System Access
Agent demos are impressive, yet most stay stuck in pilot. The problem is rarely the model. It is how much access the agent gets to real systems, and how.
From Vibe Code to Production: A Security Checklist Before You Go Live
You can now ship a working app with AI in a few days. Working does not mean secure. Here are 8 things to check before real users and real data arrive.
What Is GPT-6 Astra? What OpenAI's New Flagship Brings
OpenAI released GPT-6 Astra, the successor to GPT-5.6 Sol, in September 2026. Strong at computer use, costly, and the first to hit a critical cyber threshold.
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.
What Is Qwen 3.8? A Max-Class Model Ships With Open Weights for the First Time
With Qwen 3.8, Alibaba is releasing a Max-class model with open weights for the first time. The 27B version is Apache 2.0. What do the numbers mean in practice?
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.
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.
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.
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 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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