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  • AI Insights

‘What is Harness Engineering’: Future-Proof AI Development

what is harness engineering

Harness engineering is a rapidly evolving discipline that focuses on creating AI agents that can design their environment and tools. This emerging field is transforming the way we approach software…

  • Jindrich Durcak
  • September 17, 2026
  • AI Agents & Agentic Systems

New Era with Agentic Software Development

agentic software development

Coding tools are transforming the way we do agentic software development. These intelligent assistants are making a significant impact on the industry, automating repetitive tasks that previously consumed a major…

  • Jindrich Durcak
  • September 14, 2026
  • AI Insights

Cracking the Paradox of AI Generated Code Testing

AI generated code testing

As AI coding agents become increasingly capable of generating and modifying software at incredible speeds, it’s becoming clear that teams can’t verify the output fast enough. The generation of software…

  • Jindrich Durcak
  • September 10, 2026
  • AI Agents & Agentic Systems

Improving AI Coding Agent Security

AI coding agent security

Granting AI agents unfettered access is a security risk. The problem shifts from writing correct code to maximum damage potential. It’s not just about what you can do, but also…

  • Jindrich Durcak
  • September 7, 2026
  • AI Insights

Confronting the Hidden Costs of AI Generated Code Technical Debt

AI generated code technical debt

The reliance on AI-assisted development has accelerated software implementation at an unprecedented rate. This increased velocity has led to a significant reduction in developers’ median task-completion time, with some reports…

  • Jindrich Durcak
  • September 3, 2026
  • AI Insights

AI Software Development Costs Are Completely Reshaping IT Industry

AI software development costs

AI is rapidly making code generation cheaper. Implementation costs are plummeting. This shift in AI software development costs is making a significant impact on the industry. As the cost of…

  • Jindrich Durcak
  • August 31, 2026
  • AI Insights

From Code Storage to AI Ready Codebase: Revolutionizing Development

AI ready codebase

The repository itself is becoming a key part of the agent’s programming interface. Practical shift from asking AI to ‘understand code’ to making it easy for machines to discover and…

  • Jindrich Durcak
  • August 27, 2026
  • AI Insights

Confronting the Hidden Dangers of AI Technical Debt

AI technical debt

AI-assisted development is making implementation dramatically faster. However, teams can accumulate code faster than they can build understanding. This accumulating comprehension gap is a growing concern. When AI-generated code meets…

  • Jindrich Durcak
  • August 24, 2026
  • AI Insights

Catch the Red Flags: The Importance of the Human in the Loop

human in the loop

Engineers approve dozens of tool calls each hour, exhausting human attention. Average time per approval falls despite increasing complexity. Mistakes are found after the fact, despite visible signs during review.…

  • Jindrich Durcak
  • August 20, 2026
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Recent Posts

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