Latest posts tagged with #mutationtesting on Bluesky
to check if software tests are working properly you can use #mutationtesting
it changes parts of your source code and reruns test. Ideally tests fail then, if not, then the software lacks some important tests
https://en.wikipedia.org/wiki/Mutation_testing
Fourier-Driven Mutant Clustering Boosts DNN Mutation Testing
DM# speeds mutation testing of deep neural networks by 28.38% on average while keeping mutation‑score error to just 0.72%, evaluated on fourteen models. Read more: getnews.me/fourier-driven-mutant-cl... #mutationtesting #fourieranalysis #deeplearning
I have uploaded the version of my "Kill All Mutants! (Intro to Mutation Testing)" talk that I gave at the September 2025 meetup of PyDistrict (the Washington DC #Python group), at: www.youtube.com/watch?v=JTMO...
#mutationtesting #testing #softwaretesting #publicspeaking
Think 95% coverage means your tests are bulletproof? Think again.
In this Quarkus + Java tutorial, mutation testing exposes weak spots and shows how to fix them.
Read here buff.ly/iwRes30
#Java #Quarkus #MutationTesting #SoftwareTesting
Released: @roave /infection-static-analysis-plugin 1.39.0
github.com/Roave/infection-static-a...
Just upgrading `vimeo/psalm`, while we still work on upgrading `infection/infection` after numerous internal breaking changes in upstream. #php #mutationTesting
Emma Taylor takes on #MutationTesting at {(urn:li:organization:19100461)[Continuous Delivery Foundation]} CDCon2025 (yes we are related). Great job Emma. https://cstu.io/9c4f7a
You can watch the talk here: www.youtube.com/watch?v=0qna...
#CSudberyRecordings #CodeCoverage #MutationTesting #GildedRose #Refactoring #UnitTests
Mitigating validity threats in LLM-based mutation testing by using diverse datasets, models, and rigorous validation methods for reliable results. #mutationtesting
Study reveals LLMs’ potential in generating realistic mutations for testing, highlights prompt design, and points to challenges in compilable code generation.
#mutationtesting
This study analyzes how context length, few-shot examples, and mutation counts impact the accuracy and consistency of bug mutation testing results. #mutationtesting
Study compares GPT-4, GPT-3.5, and open-source LLMs on code mutation performance and analyzes root causes of non-compilable errors. #mutationtesting
GPT-3.5 mutation generation outperforms CodeLlama and Major in detecting real bugs, coupling rates, and semantic similarity on Defects4J and ConDefects.
#mutationtesting
Evaluating mutation testing methods on cloud GPUs: comparing cost, mutation quality, usability, and diversity between LLMs and traditional approaches. #mutationtesting
Explore cost, usability, and behavior metrics for evaluating LLM-generated code mutations and the experimental setup for mutation generation testing. #mutationtesting
Explore how large language models generate and filter Java code mutations using prompt design and compare open-source and closed-source LLMs. #mutationtesting
We outline our study design for evaluating LLMs in code mutation testing using real-world Java bug datasets and targeted research questions. #mutationtesting
Explore how LLMs like GPT-4 and CodeLlama improve mutation testing in software engineering through smarter, more useful code mutations. #mutationtesting
LLMs like GPT-4 generate high-quality code mutations for Java, boosting bug detection by 18% over traditional methods. Meet Kumo, a new AI-powered tool. #mutationtesting
I’ve been a big fan of #MutationTesting since I discovered #PIT. As I dive deeper into #Rust, I wanted to check the state of mutation testing in Rust.
"A digital graphic design with a deep purple space-themed background featuring small stars and dots. The text 'MoT' is displayed in white, with the letter 'O' stylised as a golden planet with rings. Below, 'MUNICH' is written in italicised white text. In the lower section, a cartoon astronaut with a smiling red face is holding the German flag, wearing a white spacesuit with purple details. The design has a futuristic and playful theme."
MoT Munich is back at Codecentric AG with two talks! Anna Bommas tackles accessibility testing/ EEA deadline, and Marco Emrich talks Mutation Testing & Stryker. + 🧃🍕
➡️ www.ministryoftesting.com/events/munich-meetup-05-...
#MoTMunich #SoftwareTesting #Accessibility #MutationTesting
I wonder if (1) any one has done any study on the strength of type declarations on a program (or strength of types in general) and (2) if there are other metrics one could use for evaluating the strength of types.
#softwaretesting #mutationanalysis #mutationtesting #typesystems #strongtypes
Thanks to all attendees of my evening session on #mutationtesting w/ #strykerNet at this year's .NET-Developers Conference #DDC in Cologne!
You can find the presentation here:
👉 draptik.github.io/2024-11-ddc-...
#dotNet
My talk "How to Compare Fuzzers" at SAPLING'24 yesterday is available on line here #SoftwareEnginnering #MutationTesting #Fuzzing
My talk "How to Compare Fuzzers" at SAPLING'24 yesterday is available on line here: speakerdeck.com/rahulgopinat... #SoftwareEnginnering #MutationTesting #Fuzzing
In a previous life, I was a big fan of #mutationtesting.
I found these two crates in #Rust for this:
* cargo-mutants: mutants.rs
* mutagen: github.com/llogiq/mutagen
Has anybody any experience with any of them? Or something else?
The newest feature I've added to the upcoming Pest Mutation Testing plugin, is already one of my favourites: "--retry" 😍
It runs the mutations previously survived first, to have a really fast feedback loop. 🚀
It behaves like `--retry` in Pest.
#php #mutationtesting
