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The cognitive effort behind understanding code
  • May 28, 2025

The cognitive effort behind understanding code

“I still think that one of the finest tests of programming ability is to hand the programmer about 30 pages of code and see how quickly he can read through and understand it.” – Bill Gates Various research suggests that reading, editing, and navigating code encompasses significant cognitive effort beyond simply writing new code. And […]

How a Novel Approach to AI Mitigates the Need for Comments in Code
  • Oct 25, 2022

How a Novel Approach to AI Mitigates the Need for Comments in Code

Code comments are often difficult to understand, incomplete, out of date and untrustworthy to many developers, resulting in significant additional work and unintended business risks. Incorrect documentation results in time and money lost. Transitioning away from relying on developers to add and update comments in code and related documentation requires new methods and tools. Steve […]

How COBOL Code Can Benefit from Machine Learning Insight
  • Oct 24, 2022

How COBOL Code Can Benefit from Machine Learning Insight

Most dev tools are not yet capable of identifying the specific lines of code that need to be changed, and unearthing that information is hard cognitive work. While some tools can help improve productivity by suggesting what code to write, software developers still have to use their brains to add new features, fix bugs, implement […]

An AI alternative to code search tools
  • Oct 4, 2022

An AI alternative to code search tools

Would you believe that the average software developer spends roughly 75% of their time just searching through and understanding code to make necessary changes? When software engineers have to spend so much of their time just finding and understanding legacy code, before any real work gets done, they have less time to create new solutions […]

Colleague is a task-oriented tool that identifies the code that needs to be changed and helps with that change
  • Oct 4, 2022

Colleague is a task-oriented tool that identifies the code that needs to be changed and helps with that change

When organizations must make source code changes or migrate applications to alternative platforms, they frequently understand what the code does. Often, the people who wrote the code have departed the organization and someone has to learn a great deal about the code to determine which code matters. This lack of application knowledge introduces significant risk […]