How to Handle Unexpected AI Code Behavior in Production
AI-generated code often fails in predictable ways—calling wrong APIs, creating security gaps, or breaking in production despite looking fine…
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Get practical advice, tutorials, and updates from security professionals. Our blog helps developers write safer code, understand real-world threats, and grow their secure coding skills.
The problem with complex if-else AI logic, explained
If-else logic doesn’t scale. Piling conditions on conditions creates brittle systems that crack as soon as new data appears.…
Why Does AI Generate Duplicative Classes? It’s Echoing Us
AI generates duplicative classes because it’s mimicking the repetitive patterns in its training data, and its token-by-token generation can…
How to Avoid the Programming Skill Gap for Good
The programming skill gap isn’t a mystery, it’s a mismatch. It’s the quiet panic when a job description lists…
What Are the Main Risks of Vibe Coding?
Vibe coding introduces serious security, reliability, and business risks because it relies on intuition driven AI output instead of…
Challenges and Common Pitfalls in AI-Assisted Coding
Challenges and common pitfalls in AI-assisted coding usually stem from skill gaps, unchecked automation, and weak safeguards around code…
Why Traditional Coding Skills Are Still Relevant For Teams
Traditional coding skills are still relevant because they provide direct control, deep problem solving, and security assurance that AI…
How It Changes the Core Role of a Programmer for Real Teams
AI is changing the core role of a programmer from manual code execution to strategic system design, validation, and…
![[how does code quality compare between methods] Visual comparison of development challenges and quality metrics across methods.](https://securecodingpractices.com/wp-content/uploads/2026/01/how-does-code-quality-compare-between-methods1-768x512.jpg)
How Does Code Quality Compare Between Methods Today?
The simple answer is that code quality varies wildly, but methods like Test-Driven Development (TDD) and Secure Coding Practices…
Is One Better for Rapid Software Prototyping, In Practice
Our cloud IDE is better for rapid software prototyping. It wins on pure speed, from blank page to live…