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testing
87 postsGPT-Live's Full-Duplex Voice Needs a Mobile Interruption Test
OpenAI's GPT-Live features full-duplex voice capabilities. A mobile interruption test plan is essential for effective user experience.
Two Bugs Found by Running My Rust Daemon on Real Infrastructure
Two critical bugs found in the Notionless Rust daemon reveal insights on reqwest and API design.
A Differential Oracle: Ensuring Agentic Code Validity
Exploring the differential oracle approach to ensure code correctness and catch bugs in agentic systems.
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.comWhy I Test In Safari First
Why I choose Safari as my primary testing environment for new frontend projects? The benefits of this approach in catching bugs early.
Sensors for tracking maintainability in AI-generated code
An engineer shares how static analysis, testing and security sensors placed across coding, pipeline and production stages help preserve maintainability in AI-generated codebases.
Rust-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.