<?xml version="1.0" encoding="utf-8" standalone="yes"?><?xml-stylesheet type="text/xsl" href="/rss.xsl"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Mavai — Testing Non-Deterministic Systems — News</title><link>https://mavai.org/news/</link><description>Announcements, release notes, and updates from the Mavai project.</description><generator>Hugo 0.162.1</generator><language>en</language><managingEditor>Mavai</managingEditor><lastBuildDate>Tue, 12 May 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://mavai.org/news/index.xml" rel="self" type="application/rss+xml"/><item><title>punit 0.7.0-alpha6 — UseCase becomes ServiceContract</title><link>https://mavai.org/news/2026-05-12-punit-0.7.0-alpha6/</link><pubDate>Tue, 12 May 2026 00:00:00 +0000</pubDate><guid>https://mavai.org/news/2026-05-12-punit-0.7.0-alpha6/</guid><description>The thing a punit author implements gets a more honest name. UseCase carried too many readings — UML, regulatory, generic product talk — and told an author nothing about what the artefact does in the probabilistic-testing context. ServiceContract names it for what it is.</description></item><item><title>punit 0.7.0-alpha</title><link>https://mavai.org/news/2026-05-07-punit-0.7.0-alpha/</link><pubDate>Thu, 07 May 2026 00:00:00 +0000</pubDate><guid>https://mavai.org/news/2026-05-07-punit-0.7.0-alpha/</guid><description>First cut of a new authoring surface for punit. Test configuration moves from parameterised annotations into typed builder calls inside the test method body. Statistical early termination and the wider feasibility-gate audit are deferred from this alpha.</description></item><item><title>Introducing Mavai</title><link>https://mavai.org/news/2026-03-20-welcome/</link><pubDate>Fri, 20 Mar 2026 00:00:00 +0000</pubDate><guid>https://mavai.org/news/2026-03-20-welcome/</guid><description>AI systems are increasingly subject to regulatory scrutiny, yet the testing tools available to most teams were designed for a deterministic world. Mavai is here to change that.</description></item></channel></rss>