WeAreDevelopers Logo WeAreDevelopers
Sign in
For You LIVE
World Congress 2024 • Aug 20, 2024 • Session details

You are not an AI developer

Zan Markan

Building custom AI models from scratch is usually a futile exercise. True innovation happens when grounded software engineers treat off-the-shelf AI frameworks as composable building blocks.

Pause
Mute Enter Fullscreen
#1 about 4 min

Artificial intelligence representations in popular culture and science fiction

How classic science fiction movies explore human-like attributes and unpredictable behaviors in artificial intelligence.

#2 about 1 min

Building local first data synchronization across transport meshes

Creating offline peer-to-peer applications by syncing data locally without cloud dependencies.

#3 about 5 min

Managing determinism and non-determinism in software development workflows

Why traditional code is inherently reproducible despite the unpredictable nature of real-world user behavior and infrastructure.

#4 about 3 min

Rule inference and logic generation in machine learning models

How machine learning infers rules from training data rather than relying on programmer-defined specific business logic.

#5 about 3 min

Integrating language models into broader established software ecosystems

Why newly trained large language models must be integrated into a broader software architecture to deliver concrete value.

#6 about 4 min

Compute barriers and costs of training custom language models

Immense compute requirements and resource costs make training language models unfeasible for most individual software developers.

#7 about 5 min

Enhancing user experiences with existing artificial intelligence interfaces

Leveraging existing application programming interfaces to add non-deterministic interactions and improve user engagement within current products.

#8 about 2 min

Applying core engineering principles to non-deterministic tooling contexts

Focusing on application maintainability, testing, and system deployment when introducing non-deterministic functional elements into stable engineering practices.

Matching moments

1:01 min

The enduring relevance of developer experience in the AI era

Artem Mukhin Artem Mukhin · World Congress 2026 North America

1:10 min

The future role of developers orchestrating artificial intelligence

Dishu Bagga Dishu Bagga · Europe 2026 Virtual

3:55 min

Rethinking software engineering processes beyond human constraints

Chris Heilmann Chris Heilmann +2 · LIVE

4:15 min

Introduction to artificial intelligence driven development

Natalie Pistunovich · LIVE

3:03 min

Shifting from implementation to deciding what to build

Lena Hall Lena Hall · World Congress 2026 North America

1:44 min

Summarizing developer experience and artificial intelligence companions

Robert Hoffmann Robert Hoffmann +1 · LIVE

More from World Congress 2024

Beyond the Hype: Real-World AI Strategies Panel thumbnail
24:07
about 1 year ago

Beyond the Hype: Real-World AI Strategies Panel

Mike Butcher, Jürgen Müller, Katrin Lehmann, Tobias Regenfuss

Carl Lapierre - Exploring Advanced Patterns in Retrieval-Augmented Generation thumbnail
21:17
almost 2 years ago

Carl Lapierre - Exploring Advanced Patterns in Retrieval-Augmented Generation

Carl Lapierre

Coding an Immersive Copilot using Unity / .NET and Azure OpenAI! thumbnail
31:50
about 2 years ago

Coding an Immersive Copilot using Unity / .NET and Azure OpenAI!

Zaid Zaim

Building a diverse tech company: The power of Diversity, Equity, Inclusion, and Belonging thumbnail
29:43
about 2 years ago

Building a diverse tech company: The power of Diversity, Equity, Inclusion, and Belonging

Sue Quackenbush

Livecoding with AI thumbnail
31:39
about 2 years ago

Livecoding with AI

Rainer Stropek

Dapr in Practice thumbnail
24:08
about 2 years ago

Dapr in Practice

marcklefter

Related videos

Three years of putting LLMs into Software - Lessons learned thumbnail
26:30
World Congress 2025 • about 1 year ago

Three years of putting LLMs into Software - Lessons learned

Simon A.T. Jiménez

AI Killed DevOps... What Now? - Lee Faus thumbnail
57:43
Coffee With Developers • 11 months ago

AI Killed DevOps... What Now? - Lee Faus

Lee Faus

Engineering Mindset in the Age of AI - Gunnar Grosch, AWS thumbnail
45:09
Coffee With Developers • 12 months ago

Engineering Mindset in the Age of AI - Gunnar Grosch, AWS

Gunnar Grosch

WeAreDevelopers LIVE - Is AI replacing developers?, Stopping bots, AI on device & more thumbnail
1:01:03
LIVE • over 1 year ago

WeAreDevelopers LIVE - Is AI replacing developers?, Stopping bots, AI on device & more

Chris Heilmann, Daniel Cranney, Sebastian Gingter

From Monolith Tinkering to Modern Software Development thumbnail
41:06
World Congress 2023 • almost 3 years ago

From Monolith Tinkering to Modern Software Development

Lars Gentsch

Bringing the power of AI to your application. thumbnail
32:26
World Congress 2024 • about 2 years ago

Bringing the power of AI to your application.

Krzysztof Cieślak

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.