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World Congress 2026 Europe • Jul 10, 2026 • Session details

Why optimizing for system comprehension is key to implementing AI for software development

Peter Caron

Using AI to merely speed up rote tasks turns top engineers into slop janitors cleaning hallucinated code. Discover why system comprehension is the future of development.

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#1 about 4 min

Defining developers beyond a bundle of tasks

Distinguishing between a specialized technical role and a mere collection of tasks targeted by automation.

#2 about 4 min

The typing pool analogy and task unbundling

How the historical shift from typist roles to typing tasks mirrors the current impact of AI on coding.

#3 about 3 min

Why AI replaces coding tasks rather than developers

Understanding why AI succeeds at code generation while failing to capture the broader business context required of developers.

#4 about 5 min

Applying system-based thinking to AI integration

Shifting strategies from optimizing existing workflows to altering the core logic of technological value creation.

#5 about 3 min

Managing code maintainability and AI-generated slop

Overseeing AI agents to ensure code quality, prevent data security risks, and manage long-term software outcomes.

#6 about 5 min

Workflow inflection points and the evolution of engineering roles

How developers must intervene to guide AI outcomes, blending engineering tasks with product ownership and business strategy.

#7 about 1 min

The limitations of spec-driven development with AI

Why traditional waterfall and upfront requirements gathering struggle to adapt to AI-driven coding environments.

Matching moments

5:16 min

Motivations for adopting AI to enhance developer productivity

2:23 min

The transforming role of developers in the AI era

Mateusz Gren Mateusz Gren +1 · World Congress 2026 Europe

1:55 min

Shifting developer workloads and realistic AI productivity gains

Chris Heilmann +2 · LIVE

4:08 min

Transitioning software engineering teams to AI-native development workflows

Florian Deter Florian Deter +4 · World Congress 2026 Europe

1:10 min

The future role of developers orchestrating artificial intelligence

Dishu Bagga Dishu Bagga · Europe 2026 Virtual

5:30 min

Developer role changes in the AI era

Zaak Chalal Zaak Chalal · World Congress 2026 Europe

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