Good advice from the 'bind_cols' documentation:

"Where possible prefer using a join to combine multiple data frames. bind_cols() binds the rows in order in which they appear so it is easy to create meaningless results without realising it."

#RStats #DefensiveProgramming

Defensive programming is the practice of anticipating problems that may arise in a software system and writing code to keep the system in a good state when such problems occur.

Learn more here:
https://deviq.com/practices/defensive-programming/

#DefensiveProgramming #SoftwareDevelopment #DevIQ

Defensive Programming Rule #3: Validate Your Enums (Every Time) Enums enhance code readability but can lead to errors if not validated, as any integer can be cast as an Enum, including invalid values. Validating Enum inputs prevents silent data corruption, ensu…

Hot take: every public API should validate enum parameters. Here’s the why, the how, and production-ready helpers (incl. flags). Defensive Programming Rule #2. 👇
#dotnet #MVPBuzz #DefensiveProgramming
dotnettips.wordpress.com/2025/11/09/d...

Defensive Programming Rule #2: Always Validate Method Parameters Parameter validation is crucial in programming, ensuring applications reject bad data before it causes issues. It safeguards data integrity, reduces bugs, and enhances developer satisfaction. The u…

💡 Defensive Programming Rule #2: Always validate your inputs.
Garbage in = garbage out.
Invalid parameters = corrupted data + late-night debugging.
Save yourself the pain. Here’s how.
#dotnet #MVPBuzz #RockYourCode #DefensiveProgramming
dotnettips.wordpress.com/2025/11/02/d...

Defensive Programming with Microsoft .NET: Anticipate Errors and Eliminate Bugs This discusses the principles of defensive programming to enhance software development. It emphasizes error prevention strategies such as input validation, comprehensive error handling, and assumpt…

💻 Defensive programming isn’t just about fixing bugs—it’s about preventing them before they happen. Anticipate errors, write resilient .NET code, and save yourself late nights + emergency patches.
#dotNET #RockYourCode #MVPBuz #DefensiveProgramming
dotnettips.wordpress.com/2025/10/08/d...

Defensive programming is the practice of anticipating problems that may arise in a software system and writing code to keep the system in a good state when such problems occur.

Learn more here:
https://deviq.com/practices/defensive-programming/

#DefensiveProgramming #SoftwareDevelopment #DevIQ

Defensive Programming Rule #6: Verify Resource Availability (Before You Access It) The article emphasizes the importance of defensive programming in .NET applications by validating resource availability before access. It outlines guidelines for checking connectivity, setting time…

Defensive Programming Rule #6: Verify Resource Availability (Before You Access It) 🧠
Always check your connections, services, and databases before touching them—your code (and users) will thank you.
Learn how to do it right!
#DefensiveProgramming #MVPBuzz
dotnettips.wordpress.com/2025/11/30/d...

Defensive Programming Rule #3: Validate Your Enums (Every Time) Enums enhance code readability but can lead to errors if not validated, as any integer can be cast as an Enum, including invalid values. Validating Enum inputs prevents silent data corruption, ensu…

Hot take: every public API should validate enum parameters. Here’s the why, the how, and production-ready helpers (incl. flags). Defensive Programming Rule #2. 👇
#dotnet #MVPBuzz #DefensiveProgramming
dotnettips.wordpress.com/2025/11/09/d...

Defensive Programming Rule #2: Always Validate Method Parameters Parameter validation is crucial in programming, ensuring applications reject bad data before it causes issues. It safeguards data integrity, reduces bugs, and enhances developer satisfaction. The u…

💡 Defensive Programming Rule #2: Always validate your inputs.
Garbage in = garbage out.
Invalid parameters = corrupted data + late-night debugging.
Save yourself the pain. Here’s how.
#dotnet #MVPBuzz #RockYourCode #DefensiveProgramming
dotnettips.wordpress.com/2025/11/02/d...

Coding the Unseen: How Negative Space Programming Fortifies Your Future We are always on the lookout for paradigms that can elevate our solutions, as a complacent technology professional is irrelevant and…

"Negative Space Programming isn’t about rewriting every line of code; it’s about fostering a mindset where we anticipate chaos and design against it."

#InformationTechnology #SoftwareDevelopment #CSharp #NegativeSpaceProgramming #DefensiveProgramming

Defensive Programming with Microsoft .NET: Anticipate Errors and Eliminate Bugs This discusses the principles of defensive programming to enhance software development. It emphasizes error prevention strategies such as input validation, comprehensive error handling, and assumpt…

💻 Defensive programming isn’t just about fixing bugs—it’s about preventing them before they happen. Anticipate errors, write resilient .NET code, and save yourself late nights + emergency patches.
#dotNET #RockYourCode #MVPBuz #DefensiveProgramming
dotnettips.wordpress.com/2025/10/08/d...

Defensive programming is the practice of anticipating problems that may arise in a software system and writing code to keep the system in a good state when such problems occur.

Learn more here:
https://deviq.com/practices/defensive-programming/

#DefensiveProgramming #SoftwareDevelopment #DevIQ

Messing about with "code"...
Can just say that the art of #defensiveprogramming needs too be re-visited...

Nobody seems to check for (input-)errors much, and that is potentially a (security)risk.
I guess a lot of "incidents" are either not-noticed, or kept silent.

en.wikipedia.org/wiki/Defensi...

Defensive programming is the practice of anticipating problems that may arise in a software system and writing code to keep the system in a good state when such problems occur.

Learn more here:
https://deviq.com/practices/defensive-programming/

#DefensiveProgramming #SoftwareDevelopment #DevIQ

Defensive programming is the practice of anticipating problems that may arise in a software system and writing code to keep the system in a good state when such problems occur.

Learn more here:
https://deviq.com/practices/defensive-programming/

#DefensiveProgramming #SoftwareDevelopment #DevIQ

Defensive programming is the practice of anticipating problems that may arise in a software system and writing code to keep the system in a good state when such problems occur.

Learn more here:
https://deviq.com/practices/defensive-programming/

#DefensiveProgramming #SoftwareDevelopment #DevIQ