AI, Low-Code, and Shaping the Next Generation of Apps | @outsystem’s Rodrigo Coutinho
AI Summary
Summary of Discussion with Rodrigo Coutinho on AI and OutSystems
Hosts: Conor Bronsdon and Atin Sanyal
Introduction of Guests: Rodrigo Coutinho, co-founder and AI product manager at OutSystems, discussing advancements in AI and low-code platforms.
History and Evolution of AI at OutSystems:
- Rodrigo’s journey with OutSystems since 2001, focusing on enterprise applications.
- Initial AI efforts using deep learning started in 2018.
- Introduction of LLMs revolutionized approach to application development.
- Early implementation of LLMs to assist developers with database access through natural language.
Current AI Capabilities:
- OutSystems Mentor: Uses AI to generate enterprise applications quickly by providing a prompt or requirements.
- Inclusion of validation checks for security and performance in generated applications.
- Continuous adaptation and integration of new models for enhanced results.
Impact on Development Processes:
- AI tools enable faster iterations and quicker prototyping, enhancing developer productivity and improving communication with stakeholders.
- Shift in developer roles towards leadership and oversight, focusing on quality and validation of generated code.
Challenges in AI:
- Need for quality assurance in AI-generated outputs, emphasizing the importance of accountability in generated code.
- Understanding and managing the pace of technological change, ensuring proper use cases are identified for AI deployment.
Future of AI in Software Development:
- Emphasis on multimodal AI capabilities, integrating various types of data input for application development.
- Potential for AI to enhance operational efficiencies through proactive capabilities in enterprise environments.
Conclusion:
- Rodrigo emphasizes the transformative potential of AI and low-code technology in democratizing software development and fostering innovation.