#testing

#testing

We've identified, responsibly disclosed, and confirmed 2 critical, 2 high, 2 medium, 1 low security vulnerabilities. Vibe-Hacking Cloudflare's Vibe-Coded Next.js Replacement demonstrates that AI-generated code passing functional tests can still miss security hardening, and automated AI tooling can help find those vulnerabilities.

What's happening here: Type-safe - Your editor knows repo is a SnippetRepository. Full autocomplete, type checking works. Automatic cleanup - The context manager ensures the database session closes, even if an exception occurs. No global state - Every request gets its own session. No risk of one request interfering with another. Testable - Here's the magic: You override the dependency with an in-memory implementation. Your test doesn't hit the database.

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Install the package. Add mock-mcp as a dev dependency inside your project. npm install -D mock-mcp yarn add -D mock-mcp pnpm add -D mock-mcp Configure the Model Context Protocol server. For example, Claude Desktop can launch the binary through npx: Connect from your tests. Use connect to retrieve a mock client and request data for intercepted calls. Run with MCP enabled. Prompt your AI client to run the persistent test command and provide mocks through the tools.

The mpox virus also appears as a rash or sores or spots that can resemble pimples or blisters on the skin anywhere on the body, including the face, inside the mouth, hands, feet, chest, genitals and anus. These spots often start as red, flat spots that then become bumps before the bumps become filled with pus and turn into scabs when they break. These symptoms can be extremely painful.

Python 3.14 is here. If you haven't done so, it's time to update your projects to test against 3.14. The following procedure is what I'm following for a handful of projects. Your process of course may be different if you use different tools. Honestly, I'm partly writing this down so I don't have to remember it all in a year when 3.15 rolls around.

Move beyond chatbots to build durable MCP servers that run for days, survive failures, and orchestrate elicitations and LLM sampling. Learn remote MCP trade-offs and patterns for Anthony Shaw poses the question: Python has had async for 10 years, so why isn't it more popular? He dives deep on where async is useful and where it is limited. Associated Don't miss Glean's product launch on Sept 25th.

Organizations struggle to deliver software due to various factors such as late surprises and interruptions during final tests, leading to production issues and customer dissatisfaction.

Grok 4, the newest AI model from xAI, was revealed by Elon Musk as the smartest AI, capable of achieving perfect SAT and near-perfect GRE scores.

Storybook version 9 introduces significant testing improvements with Vitest collaboration, a new test widget for running all stories at once, and enhanced performance with a flatter dependency structure.

The sentiment towards AB-BPM was mainly positive, highlighting its potential as a structured process improvement method; however, many tests conducted lacked statistical rigor.

One significant change in this release is the introduction of the 'Mute Game' toggle, which allows developers to mute audio easily while testing their projects.

The whole marginal gains philosophy introduced by Team Sky is crucial for cyclists, as even small improvements in aerodynamics can lead to significant speed advantages.

Many respondents noted there is a lack of clear quality metrics provided by the organization, highlighting a recurring theme of misalignment on what defines quality.