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🧪 Property-Based Testing

QuickCheck, Input Generation, Hypothesis Testing, Test Refinement

Black-Box Test Code Fault Localization Driven by Large Language Models and Execution Estimation
arxiv.org·19h
🔍Concolic Testing
In which I write a library-quality B+ tree with the genies
tidyfirst.substack.com·8h·
Discuss: Substack
🦀Rust Macros
Understanding the Basics: What Is Unit Testing?
dev.to·2d·
Discuss: DEV
🔍Concolic Testing
A Standard for Human-Centered Investigation Playbooks
chrissanders.org·4h
🎯Threat Hunting
What Is Wrong with Statement Coverage
bullseye.com·3d·
Discuss: Hacker News
🔍Concolic Testing
Memory Safety in Web Rust System Zero Cost Secure(1750885516953300)
dev.to·2h·
Discuss: DEV
🦀Rust Borrowing
Compbolt: A lib with a hard to misuse API (based on Matt Godbolt)
github.com·14h·
Discuss: Hacker News
🌀Brotli Internals
Shrinking the Generation-Verification Gap with Weak Verifiers
arxiv.org·1d
🧪CBOR Fuzzing
The Guide to the Foundation Models Framework
azamsharp.com·10h·
Discuss: Hacker News
λLambda Formalization
The Agent Testing Pyramid
rchaves.app·7h·
Discuss: Hacker News
🔍Concolic Testing
Program Execution, follow-up
windowsir.blogspot.com·11h·
Discuss: www.blogger.com
⚡Performance Tools
Machine Learning Fundamentals: accuracy with python
dev.to·1d·
Discuss: DEV
👁️Observatory Systems
Deep Learning Framework Testing via Model Mutation: How Far Are We?
arxiv.org·1d
🐛Fuzzing
Flame Graph Performance Truth Analysis(1750839255230100)
dev.to·15h·
Discuss: DEV
⚡Performance Tools
Xunit.v3, Testcontainers, and .NET
azan-n.com·2d·
Discuss: Hacker News
🐛Fuzzing
Regression Testing Services: What to Expect and What to Demand
belitsoft.com·1d·
Discuss: Hacker News
🔍Concolic Testing
Rethinking the Role of Operating Conditions for Learning-based Multi-condition Fault Diagnosis
arxiv.org·1d
🧠Machine Learning
A Lisp adventure on the calm waters of the dead C (2021)
mihaiolteanu.me·2d·
Discuss: Lobsters, Hacker News, r/programming
🔗Lisp
I Built an AI Copilot for Pentesting—Then Turned It Off
hackernoon.com·17h
📏Code Metrics
When "Yes" Means Nothing: An LLMs Failure to Isolate a Localization Bug
blog.kortlepel.com·1d·
Discuss: Hacker News
🐛Fuzzing
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