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The Rise of Agentic QA: Orchestrating Autonomous AI for Zero-Touch Quality Engineering

By January 28, 2026No Comments1 min read
The Rise of Agentic QA Orchestrating Autonomous AI for Zero-Touch Quality Engineering

This whitepaper explores how Agentic QA is solving the “maintenance tax” of traditional automation. It outlines the shift from rigid, scripted testing to autonomous AI systems that reason, plan, and execute goals independently to meet 2026 delivery speeds.

Key Topics:

  • From Automation to Autonomy: Shifting to Goal-Oriented Reasoning.

  • Multi-Agent Orchestration: The roles of Planner, Executor, and Critic agents.

  • Strategic Guardrails: Implementing Confidence Scoring and Deterministic Anchors.

  • Overcoming Challenges: Managing hallucination risks and ensuring traceability.

The paper highlights how Testrig Technologies is enabling “Zero-Touch” QA to reduce maintenance by 80% and accelerate release cycles.

Download the full whitepaper to see how Testrig is defining the future of autonomous software testing.