holistic-testing-pact

Design a comprehensive testing strategy for agentic systems by applying the Holistic Testing Model with PACT principles, which integrates quality throughout the development lifecycle across classical, AI-assisted, and agent-based architectures.

The PACT model in quality assurance is a set of testing principles—Proactive, Autonomous, Collaborative, and Targeted—that shifts quality integration left by guiding risk-based test selection and team ownership across technology-facing and business-facing quadrants.

Reduce high bug escape rates using a holistic testing approach by adopting proactive testing, shifting to team ownership of quality, and applying risk-based test generation to improve release confidence.

Yes, this testing strategy approach supports AI-assisted and agent-based architectures by suggesting specific agent roles for different PACT dimensions and coordinating quality assessment across these modern system designs.

Select appropriate testing quadrants by identifying whether your focus is technology-facing or business-facing, then utilizing agent coordination to map PACT principles to the specific risk analysis and test generation needs of each quadrant.

The metadata does not specify limitations of applying holistic testing to DevOps pipelines, but it focuses on integrating quality into teams and systems through risk analysis and quadrant selection rather than explicit pipeline automation.