Discover more at https://dev.to/rawveg/the-verification-crisis-e51
#HumanInTheLoop #AIGovernance #SoftwareSecurity #CodeQuality
Supporting multiple iOS versions? Create convenience wrappers for newer APIs, then use @ available with deprecated and obsoleted parameters to let the compiler flag dead code when you bump your minimum version. A clean strategy for pruning technical debt.
🔗: https://swiftwithmajid.com/2026/05/19/deprecating-your-own-convenience-api/ by Majid Jabrayilov (@Mecid)

Almost after every major update of iOS, we got new APIs that we use on the most recent platform but can’t use on the previous one. Usually, I solve this kind of thing by introducing my own convenience code that runs new APIs on the available versions and my custom implementation or stubs on old platform versions.
Found a clever little Rust tool for spotting risky code 👀
🦀 **cargo-crap** — Compute the CRAP metric for Rust projects
📉 Combines cyclomatic complexity + test coverage to find high-risk & poorly-tested functions
⭐ GitHub: https://github.com/minikin/cargo-crap
➡️ Write-up: https://minikin.me/blog/cargo-crap
#rustlang #cargo #testing #coverage #devtools #cli #codequality
Evals Will Break and You Won't See It Coming
https://wanglun1996.github.io/blog/your-evals-will-break.html
#HackerNews #Evals #Break #TechRisk #AIInsights #CodeQuality
cargo-crap: Finding Untested Complexity in AI-Generated Rust Code
AI-generated code passed QA… but still failed in production
Traditional testing workflows are struggling to keep up with AI-assisted development. Passing unit tests no longer guarantees reliability, security, or scalability in real-world environments.
This blog explores why AI-generated code can “look correct” while still introducing hidden risks — and what modern QA teams must do differently.
Read more: https://seasiamobileapplicationdevelopment.hashnode.dev/ai-generated-code-passed-qa
#AI #SoftwareTesting #QA #AITesting #CodeQuality #Automation