🐛 Fuzzing

Property-Based Testing, Input Generation, Crash Discovery, Security Testing

NEWS ROUNDUP – 17th July 2025
digitalforensicsmagazine.com·6h
🚨Incident Response
About our proof-of-concept LLM tool for navigating Debian's manpages
gwolf.org·6h
🦀Rust Macros
Migrating over 30 lambdas from Serverless Framework with LLMs
intmaker.com·8h·
Discuss: Hacker News
🦋Format Metamorphosis
Code Execution Through Email: How I Used Claude to Hack Itself
pynt.io·11h·
Discuss: Hacker News
🔓Hacking
An AI Skeptic Uses AI for a Week
keithjgrant.com·1d·
Discuss: Hacker News
✨Effect Handlers
Repeater Strike: manual testing, amplified
portswigger.net·2d
🧪Protocol Fuzzing
LLMs Are Bad at Being Forced
morphllm.com·5h·
Discuss: Hacker News
💻Local LLMs
I'm Switching to Python and Actually Liking It
cesarsotovalero.net·1d·
Discuss: Hacker News
🌀Brotli Internals
I'm Unsatisfied with Easing Functions
davepagurek.com·1d·
Discuss: Lobsters, Hacker News
🗜️LZW Variants
JavaScript Microtasks: A Comprehensive Guide the Event Loop
codedynasty.dev·1d·
Discuss: Hacker News
🌊Stream Processing
When Tests Become the Bottleneck
blog.testthetest.com·2d·
Discuss: Hacker News
🔍Concolic Testing
Top 12 AI Testing Tools for 2025
dev.to·12h·
Discuss: DEV
🔍Concolic Testing
Pre-Auth SQLi to RCE – Fortinet FortiWeb Fabric Connector (CVE-2025-25257)
labs.watchtowr.com·2d·
Discuss: Hacker News
🛡️CBOR Security
Almost Always Auto (2013)
herbsutter.com·8h·
Discuss: Hacker News
🔒Type Safety
Unlock Gemini’s reasoning: A step-by-step guide to logprobs on Vertex AI
developers.googleblog.com·20h
⚡Proof Automation
A distributed systems reliability glossary
antithesis.com·2d·
Discuss: Lobsters, Hacker News, r/programming
✅Archive Fixity
MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing
arxiv.org·1d
🧮Z3 Solver
Show HN: SilentArena – Learn ransomware behavior safely (C-based)
github.com·6h·
Discuss: Hacker News
🦠Malware Analysis
Why We Develop EloqDB Mainly in C++
eloqdata.com·3h·
Discuss: Hacker News
🦀Rust Borrowing
The Fundamental Failure-Mode Theorem: Systems lie about their proper functioning
devblogs.microsoft.com·1d·
Discuss: Hacker News
💾Persistence Strategies