We report on the behavior of developers working with a live coding environment, which provides information about a program's execution immediately after each change to the source code. The live coding environment we used shows information about each individual source code line, e.g., changed variable values or truth values of conditions. In comparison to developers working in a non-live environment, those working live found and fixed bugs they introduced significantly faster. Further, working live encouraged developers to switch between editing and debugging phases more frequently.

Understanding source code is crucial for successful software maintenance, and navigating the call graph is especially helpful to understand source code [12]. We compared maintenance performance across four different development environments: an IDE without any call graph exploration tool, a Call Hierarchy tool as found in Eclipse, and the tools Stacksplorer [7]and Blaze [11]. Using any of the call graph exploration tools more developers could solve certain maintenance tasks correctly. Only Stacksplorer and Blaze, however, were also able to decrease task completion times, although the Call Hierarchy offers access to a larger part of the call graph. To investigate if this result was caused by a change in navigation behavior between the tools, we used a set of predictive models to create formally comparable descriptions of programmer navigation. The results suggest that the decrease in task completion times has been caused by Stacksplorer and Blaze promoting call graph navigation more than the Call Hierarchy tool.