Using Static and Runtime Analysis to Improve Developer Productivity and ...
Static analysis can discover a variety of defects and weaknesses in system source code, even before the code is ready to run. Runtime analysis , on the other hand, looks at running software to detect problems as they occur, usually through sophisticated instrumentation.
By leveraging runtime analysis in the development environment, you can save on costs, detect issues early, and integrate the analysis into your workflow. Using AppMap for your runtime analysis empowers developers to deliver better and more reliable software .
Runtime Performance Analysis

Analyze the runtime performance of your ESP32 applications using tools like GDB, tracing, and ESP-IDF's profiling features to identify bottlenecks.
Compare other programs using this Called "wall-clock time" Problem: Too many variables in the runtime of a program "Multi-Tasking" Computer specs
Runtime analysis overview

Select the source files under analysis in the wizard to create the application node. Select the runtime analysis tools to be applied to the application in the Build options. Use the Project Explorer to set up the test campaign and add any additional runtime analysis or test nodes.
Select the source files under analysis in the wizard to create the application node. Select the runtime analysis tools to be applied to the application in the Build options. Use the Project Explorer to set up the test campaign and add any additional runtime analysis or test nodes.
Runtime analysis overview

The runtime analysis tools are designed to closely monitor the behavior of your application for debugging and validation purposes. These features use source code insertion to instrument the source code providing dynamic analysis of the application while it is running, either on a native or embedded target platform.
Runtime Analysis with Brian Kelly
Most developers are familiar with two sources of data about their applications: 1) static code analysis , and 2) observability tools monitoring their system in production. However, a new data source is gaining popularity: Runtime analysis . Runtime analysis is a technique where an application's dynamic behavior is recorded and analyzed during development time, allowing flaws and other insights ...
Run-time errors most often refer to issues that appear during the execution of a program. Run-time errors can occur in software or hardware, causing it to malfunction. They're important to detect, as they may cause critical safety, security, or business operation concerns. Software run-time errors include logic errors such as arithmetic exceptions. They can also include control and data flow ...