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🧪 Property-Based Testing
QuickCheck, Input Generation, Hypothesis Testing, Test Refinement
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17117
posts in
752.5
ms
ExpressivityBench
: Can LLMs Communicate
Implicitly
?
arxiv.org
·
1d
🌐
Protocol Synthesis
Understanding
Bug-Reproducing
Tests: A First
Empirical
Study
arxiv.org
·
6d
🧪
Binary Fuzzing
TruConfirm
: Ending Vulnerability Guesswork with Proof inside
ETM
blog.qualys.com
·
5d
✅
Archive Fixity
The
Importance
of
Prompts
in the AI Era (and Why Prompt Sharing Platforms Matter)
dev.to
·
2d
·
Discuss:
DEV
📟
CLI Design
**Python
Techniques
for Complete Machine Learning Model
Lifecycle
Management**
dev.to
·
3d
·
Discuss:
DEV
⚡
Incremental Computation
Show HN: API Unit manage and schedule real API test
flows
, not just
requests
apiunit.io
·
4d
·
Discuss:
Hacker News
🏠
Homelab Pentesting
Teach
your models to act, not just be
thoughtbot.com
·
4d
✨
Effect Handlers
Testing
CLIs
with
Scrut
cgamesplay.com
·
5d
·
Discuss:
Hacker News
🔍
Concolic Testing
Boundary
Engineering
cabreza.substack.com
·
3d
·
Discuss:
Substack
🛡️
Error Boundaries
Evaluating
and
mitigating
the growing risk of LLM-discovered 0-days
red.anthropic.com
·
4d
·
Discuss:
Lobsters
,
Hacker News
,
Hacker News
🧪
Binary Fuzzing
dshearer/misatay
: AI Agent Tool that Keeps You in the Loop
github.com
·
2d
·
Discuss:
Hacker News
⚡
Incremental Computation
Enforcing
rules and
managing
expectations for AI agents with CI and code review
rubyonai.com
·
6d
·
Discuss:
Hacker News
🔄
Reproducible Builds
Text classification with Python 3.14's
zstd
module • Max
Halford
maxhalford.github.io
·
4d
·
Discuss:
Lobsters
,
Hacker News
📝
Text Compression
Verifying
coding
AIs
for LLM powered software
aunhumano.com
·
6d
·
Discuss:
Hacker News
⚡
Proof Automation
Validation
is the
bottleneck
. Not code gen
kerno.io
·
4d
·
Discuss:
Hacker News
📏
Code Metrics
Building "zero-gap"
secrets
for a
UGC
platform
news.ycombinator.com
·
3d
·
Discuss:
Hacker News
🧪
Binary Fuzzing
Announcing
:
genai
v0.1.0
50984e11.maruel-ca.pages.dev
·
4d
·
Discuss:
Hacker News
🔌
Interface Evolution
Railway
Oriented
Programming
fsharpforfunandprofit.com
·
3d
·
Discuss:
Hacker News
🐚
Shell Monads
Kubernetes Operator for automated
Jupyter
Notebook validation in
MLOps
pipelines
reddit.com
·
3d
·
Discuss:
r/kubernetes
✅
Archive Validation
Should You Use
Ampcode
for Production Code? One Month In
intelligenttools.co
·
3d
·
Discuss:
Hacker News
📏
Code Metrics
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