Code execution is a complex process and during the code compilation and interpretation encountering errors and exceptions is a highly probable event, hence making the exceptions and errors more detailed helps in better trouble shooting and code rectification. Running Code can be complex process if not organized well via leveraging version control and IDEs.
It is always better to develop code that is highly readable and visually simplified.
For developers it is very important to find lines of code without cognitive overload, a badly written code will result in High cognitive load and thus will reduce productivity and coding efficiency.
Code run can be enhanced by implementing below mentioned standardized paradigms.
Canary environment
The canary environment can come into play where the application sits after the testing phase, the app traffic can be forwarded to the canary environment, and the load can be 20 percent or less, the latest version of the application should be installed in canary environment, if any error is encountered then a rolled back can be initiated without affecting user experience, business and back-end operations.
Cl/CD pipeline & Version Control
CI/CD pipeline Integration is a must if the application has to be scalable, with the help of CI/CD setups the process of CONTINUES INTEGRATION and CONTINUES DEPLOYMENT can be automated to a high degree, thus resulting in lower exception, lower anomalies, and lower latency.
Version control system needs to be integrated with the development environment aswell to ensure consistency and efficiency.
Cloud Infra
In a scalable cloud setup if the cloud infra is not well defined then it can become hard to manage all the processes in a streamlined way, the NPM package manager or similar package manager can result in a lot of errors if the dependencies ingested in the code are not documented and well integrated. even if one class file is missing it will result in an error thus stopping the sequential operations of the application.
Before code execution , the code is in interpretation env or compilation env, the code will be translated into byte code. Majority of high-level languages are based on C and C is a compiled high-level language ( GCC is the compiler for C ).GCC supports all of the currently available chip-set architecture.
Manage and be predictive about the following:
- EXCEPTION HANDLING
- ANOMALY DETECTION
- LATENCY MAPPING
- RUN TIME ERRORS
- COMPILATION ERROR
- WARNING
- CLASS FILE, EXTENSIONS MISSING
If all of the above parameters are well taken care of in real time and in predictive way then the code will be executed smoothly along have high readability. During code execution, ensuring proper maintenance of class files, extensions, and warning messages, and fixing any runtime errors and compilation errors will result in high readability and smooth execution of the code.
The article above is rendered by integrating outputs of 1 HUMAN AGENT & 3 AI AGENTS, an amalgamation of HGI and AI to serve technology education globally.