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🎲 Property-Based Testing
QuickCheck, Hypothesis, Generative Testing, Invariants
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173984
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Open, Closed and Broken: Prompt
Fuzzing
Finds LLMs Still
Fragile
Across Open and Closed Models
unit42.paloaltonetworks.com
·
1d
🐛
Fuzzing
Equivalence
testing with data-dependent and post-hoc
equivalence
margins
arxiv.org
·
1d
📐
Gini Coefficient
Generative
Specification
: A Pragmatic Programming Paradigm for the
Stateless
Reader
zenodo.org
·
5h
·
Discuss:
DEV
🚫
Branch-Free Programming
Differential
Fuzzing
youtube.com
·
2d
🐛
Fuzz Testing
Same Performance, Hidden
Bias
: Evaluating
Hypothesis
- and Recommendation-Driven AI
arxiv.org
·
1d
⛓️
MCMC
Stop
Guessing
- Automated Unit Tests Tell You How Your Code
Behaves
dev.to
·
12h
·
Discuss:
DEV
🔴
Test-Driven Development
Formal
Verification: The Ultimate
Fitness
Function
lesswrong.com
·
6h
🧬
Mutation Testing
Why Testing is Hard and How to Fix it with Will
Wilson
signals-threads.simplecast.com
·
1d
🔴
Test-Driven Development
A
Synthesis
of LLM
Evaluation
aroy.sh
·
1d
🐛
Fuzzing
How well are the
tests
covering
the code?
radanskoric.com
·
1d
🧬
Mutation Testing
Announcing
behave
0.8.0:
BDD-style
Rust tests that compile to ordinary #[test] functions
dev.to
·
1d
·
Discuss:
DEV
✅
Property Testing
The AI-Ready Software Developer #22
codemanship.wordpress.com
·
21h
👀
Code Reviews
ML
Infrastructure Testing Quality: A
Rubric
for
ML
Production
dinagoethe.medium.com
·
2d
🧬
Mutation Testing
Formal
Verification
Best Practices
semiwiki.com
·
1d
🐛
Fuzzing
In search of
falsehood
– using
Opus
4.6 to prove False
tristan.st
·
10h
·
Discuss:
Hacker News
🐛
Fuzzing
A comprehensive database of
categories
and their
properties
catdat.app
·
5h
·
Discuss:
Hacker News
📐
Gini Coefficient
yolz
; you only look o̶n̶c̶e̶ zero times
matpalm.com
·
5h
📈
ROC Curves
core-probe — A Hardware
Diagnostic
Toolkit
Written in Go
bensantora.com
·
9h
·
Discuss:
DEV
🔬
BPF
hyrfilm/skivvy
: JSON-native, CLI-first integration tests for HTTP APIs
github.com
·
2d
·
Discuss:
Hacker News
📝
Contract Testing
EduSCARA
: An open source
RRPR
educational SCARA platform
sciencedirect.com
·
18h
🔴
Test-Driven Development
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