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🧪 Property-Based Testing
QuickCheck, Input Generation, Hypothesis Testing, Test Refinement
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9494
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333.7
ms
CoRefine
: Confidence-Guided
Self-Refinement
for Adaptive Test-Time Compute
arxiv.org
·
1d
🔍
CBMC
Test vs
Mutant
:
Adversarial
LLM Agents for Robust Unit Test Generation
arxiv.org
·
1d
🧪
Concolic Testing
Monitor
Jailbreaking
:
Evading
Chain-of-Thought Monitoring Without
lesswrong.com
·
3h
🛡️
macOS Security
Building
Reliable
AI Applications: A
Validation
Strategy
dev.to
·
3d
·
Discuss:
DEV
🔀
Brzozowski Derivatives
Your LLM-as-a-Judge is
Asking
the Wrong Question
veris.ai
·
1d
·
Discuss:
Hacker News
🛡️
seL4
Deferred
member
initialization
in C++
sandordargo.com
·
22h
·
Discuss:
Lobsters
📝
Nix Language
Better Python tests with
inline-snapshot
pydantic.dev
·
1d
·
Discuss:
Lobsters
,
Hacker News
,
Hacker News
,
r/opensource
🧪
Concolic Testing
Introspective
RSI vs
Extrospective
RSI
lesswrong.com
·
9h
👁️
System Observability
The Problem With LLMs
deobald.ca
·
21h
·
Discuss:
Lobsters
📦
Module Systems
How I Used Claude Code to
Teach
Myself
Rust
mlolson.github.io
·
4h
·
Discuss:
Hacker News
,
r/programming
🏃
Escape Analysis
R2
: Final
Validation
stories.rivian.com
·
2d
·
Discuss:
Hacker News
🔍
Formal Verification
Show HN:
PolyMCP
–
Expose
Python functions as MCP tools
news.ycombinator.com
·
1h
·
Discuss:
Hacker News
🔀
OCaml Multicore
A
pattern
for safe
database
access with AI coding agents
docs.getpochi.com
·
1d
·
Discuss:
Hacker News
,
r/programming
🛡️
seL4
Full-circle Test-driven
Firmware
Development with
OpenClaw
blog.adafruit.com
·
4d
·
Discuss:
Hacker News
🧪
Concolic Testing
Show HN: Open Benchmarks Grants– a $
3M
commitment to close the AI
eval
gap
benchmarks.snorkel.ai
·
15h
·
Discuss:
Hacker News
📊
Runtime Verification
The $6
Bug
campedersen.com
·
2h
·
Discuss:
Hacker News
🔧
Unikernel Development
My setup for integration tests in Go with
embedded-Postgres
atlas9.dev
·
2d
·
Discuss:
Hacker News
📊
Runtime Verification
Show HN:
AutoCleanML
–ML data
preprocessing
automation
github.com
·
1d
·
Discuss:
Hacker News
🧠
Automated Reasoning
Building
DamN64
: LLM-Assisted
N64
Development
vieux.fr
·
1h
·
Discuss:
Hacker News
💻
QEMU
Show HN: Latent-k –
Persistent
dependency
map to reduce AI coding token usage
latentk.org
·
7h
·
Discuss:
Hacker News
📦
OPAM
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