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🧪 Property-Based Testing
QuickCheck, Input Generation, Hypothesis Testing, Test Refinement
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9149
posts in
144.9
ms
TestExplora
: Benchmarking LLMs for
Proactive
Bug Discovery via Repository-Level Test Generation
arxiv.org
·
17h
🧪
Concolic Testing
Rust
Standard
Library Challenges
rustfinity.com
·
1d
·
Discuss:
r/rust
🏗️
Dune
Notes on using AI tools for debugging, learning, and shipping software (as a
cautious
adopter
)
linkedin.com
·
2d
·
Discuss:
r/programming
👁️
System Observability
CoRefine
: Confidence-Guided
Self-Refinement
for Adaptive Test-Time Compute
arxiv.org
·
2d
🔍
CBMC
Basic
Legibility
Protocols
Improve Trusted Monitoring
lesswrong.com
·
4h
🔒
Protocol Verification
Monitor
Jailbreaking
:
Evading
Chain-of-Thought Monitoring Without
lesswrong.com
·
1d
🛡️
macOS Security
Allocators
from C to
Zig
antonz.org
·
10h
·
Discuss:
Lobsters
,
Hacker News
🏃
Escape Analysis
How I Used Claude Code to
Teach
Myself
Rust
mlolson.github.io
·
1d
·
Discuss:
Hacker News
,
r/programming
🏃
Escape Analysis
Emv
Helper
Tools
emv.works
·
9h
·
Discuss:
Hacker News
💻
CLI Tools
Training A Small Language Model To
Outperform
Frontier Models On
CRM-Arena
neurometric.substack.com
·
10h
·
Discuss:
Substack
🔀
Brzozowski Derivatives
Results from the
Advent
of
FPGA
Challenge
blog.janestreet.com
·
18h
·
Discuss:
Hacker News
🐫
Embedded OCaml
Digitizing
the "
Shokunin
": How we encoded a Master's hammer strike into AI
yusukekaizen.substack.com
·
15h
·
Discuss:
Substack
📚
Automata Learning
Full-circle Test-driven
Firmware
Development with
OpenClaw
blog.adafruit.com
·
5d
·
Discuss:
Hacker News
🧪
Concolic Testing
Show HN: Solving
Sudoku
reasoning via Energy
Geometric
models
davisgeometric.com
·
12h
·
Discuss:
Hacker News
🧮
SMT Solvers
Vulnerabilities in 45 Open Source Projects (vLLM,
Langfuse
, Phase,
NocoDB
)
kolega.dev
·
1d
·
Discuss:
Hacker News
🛡️
seL4
A Note on
Flat
Abstract
Syntax
Trees
gist.github.com
·
3d
·
Discuss:
Hacker News
🧩
Parser Combinators
Cyber
Model
Arena
wiz.io
·
6h
·
Discuss:
Hacker News
🔀
Brzozowski Derivatives
Show HN:
PolyMCP
–
Expose
Python functions as MCP tools
news.ycombinator.com
·
1d
·
Discuss:
Hacker News
🔀
OCaml Multicore
Recursive
self-improvement
from AI models
marginalrevolution.com
·
2d
·
Discuss:
Hacker News
🩹
Self-Healing Systems
1Password
's new benchmark teaches AI agents how not to get
scammed
1password.com
·
22h
·
Discuss:
Hacker News
🔒
Protocol Verification
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