World Congress 2025 Aug 20, 2025 Session details

The Evolving Landscape of Application Development: Insights from Three Years of Research

Julia Wilson , Olga Diachkova

AI didn't just upgrade your tech stack; it transformed the developer persona. Three years of Docker research reveals why human collaboration is now your biggest engineering bottleneck.

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#1 about 3 min

Docker state of application development survey overview

Three years of industry-wide research reveals key trends from thousands of diverse technical professionals.

#2 about 2 min

Generative AI and machine learning as top industry trends

Developers consistently select generative AI and machine learning operations as the most important shifts in engineering.

#3 about 2 min

Adoption of integrated AI assistants in developer workflows

Usage of integrated tools like GitHub Copilot is increasing for core tasks such as writing code and documentation.

#4 about 2 min

How AI expands software creation roles and team expertise

The emergence of AI brings specialized machine learning roles and blurs traditional boundaries among development team members.

#5 about 2 min

Variance in AI tool adoption across different technical sectors

While overall integration of AI into workflows is high, adoption rates and application development differ significantly by sector.

#6 about 2 min

AI influence on programming language popularity and technology stacks

The rise of data handling and ML libraries has propelled Python usage to nearly match JavaScript among developers.

#7 about 4 min

Shifting development challenges towards complex testing and team collaboration

As automation resolves repetitive setup tasks, developers face increasingly complex friction points in testing, debugging, and team collaboration.

#8 about 2 min

The universal and shared team responsibility of software security

Rapid tech evolution introduces new vulnerabilities, making software security an imperative shared across all engineering functions.

#9 about 2 min

Redefining the modern developer in a highly automated era

Engineers are adapting into hybrid roles where success relies more heavily on collaborative skills than language specialization.

#10 about 2 min

Open questions regarding the future role of software developers

The development community must determine the evolving leverage points of AI and the ultimate trajectory of engineering roles.

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