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testing
96 postsWhat It Takes to Network a Live System That Can't Go Offline
Explore the technical and strategic approaches to networking live systems without downtime.
Write the Failing Test First and Ban Deletions
Protect your tests when coding with AI. Write the failing test first and ban deletions.
Red-Team LLM Tools for Simulated Actions
The CoT Red Team Agent evaluates LLM and agent behavior. Use the open-source CLI and Python API for security testing.
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.comRust-Oleum Reflective Paint Fails to Block License Plate Recognition
IPVM tested Rust-Oleum 214944 reflective spray against LPR systems. Results showed no effectiveness.
LLM-Generated Tests Influence Implementation Selection Outcomes
Key findings on the impact of LLM-generated tests on implementation selection and evaluation.
Building a Tool to Classify CI Failures: Key Insights Learned
I developed a tool to classify CI failures, aiming to save engineers time and improve workflow.
Finding a Production Bug with a Demo Script
A demo script found a production bug in an MCP server. Passing tests hid the issue.
The Role of Contracts in AI-Generated Code
Integrated contracts with Specmatic enhance safety in AI-assisted software development.
UX Bugs: What Your QA Process Might Be Missing
Explore overlooked UX bugs in QA processes and how to address them.
A Voice AI Feature Needs a Permission-Loss Test Plan
A test plan for voice AI features addresses permission loss and lifecycle events, ensuring user trust and feature reliability.