Blog Posts
10 Years of Research in Technical Debt and an Agenda for the Future
This post reviews the evolution of the field of technical debt and identifies open research questions that will drive future developments.
• By Robert Nord, Ipek Ozkaya
In Technical Debt
Software Engineering for Machine Learning: Characterizing and Detecting Mismatch in Machine-Learning Systems
This post describes how we are creating and assessing empirically validated practices to guide the development of machine-learning-enabled systems.
• By Grace Lewis, Ipek Ozkaya
In Artificial Intelligence Engineering
Data-Driven Management of Technical Debt
Learn about the SEI's work on technical debt analysis techniques and practices to help software engineers manage its impact on projects in this SEI Blog post.
• By Ipek Ozkaya, Robert Nord
In Technical Debt
AI Engineering: 11 Foundational Practices for Decision Makers
Artificial intelligence (AI) is driving advances throughout modern society, including in the fields of medicine, transportation, education, and finance....
• By Ipek Ozkaya, Angela Horneman, Andrew Mellinger
In Artificial Intelligence Engineering
Managing the Consequences of Technical Debt: 5 Stories from the Field
If you participate in the development of software, the chances are good that you have experienced the consequences of technical debt....