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testing
96 postsTesting a Modular Monolith in C#: Unit and Integration Test Strategies
Explore effective unit and integration testing strategies for C# modular monoliths.
LLM Red Team Lab: An Interactive Educational Tool
The LLM Red Team Lab offers an interactive educational tool for authorized testing of local LLMs.
Sans-I/O: The Costs of Decoupling a Protocol from Its I/O Model
The Sans-I/O approach explores the implications of decoupling a protocol from its I/O model, highlighting benefits in testability and memory management alongside potential drawbacks.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comThe Advisory Said It Was Fixed. I Didn't Believe It Until I Broke It Myself.
An engineer tested the CVE-2026-39973 vulnerability in apktool, emphasizing the importance of real testing over mere advisories.
My AI QA agent said "all features working." The canvas was blank.
AI QA agents struggle to verify dynamic rendering in hidden tabs. Explore solutions and key findings here.
Test a one-hour timeout without waiting an hour
Utilize Go 1.25's testing/synctest for efficient concurrent testing with virtual time.
Noisia: Harmful Workload Generator for PostgreSQL
Noisia is designed for PostgreSQL, generating harmful workload scenarios for testing purposes.
AGENTS.md Is Advisory. Here's How to Make It Enforceable
AGENTS.md is used in 60,000+ repos but it's just prose no one verifies. getff shows how to bind every claim to a live test and CI gate, making the doc enforceable rather than advisory.
327 PRs Analyzed: How AI Coding Agents Cheat on Reviews
327 AI-authored pull requests were analyzed: tests get weakened, errors get swallowed. An open-source auditor catches these subtle cheats.
Refactyl's verifier had more bugs than the code it checked
Refactyl's Vue 3 migration gate silently rejected valid code due to an AST reuse bug. A case study on why verifiers must check the exact artifact that ships.