Calibrated-Trust Orchestration: A Meta-Layer Framework for Coordinating Task-Level AI Agents Across the DevSecOps Continuum
Generative and agentic artificial intelligence (AI) tools are being adopted throughout the DevSecOps continuum, yet current deployments remain fragmented: each tool operates on an isolated task, exposes its own ad-hoc confidence signal, and is trusted - or distrusted - by developers on the basis of anecdote rather than...