10x more AI code is shipping on GitHub today than last year at this same time

Compliance automation splits into three distinct layers: GRC platforms (posture and auditor management), Enterprise SDLC platforms (where engineering work and evidence coexist), and Developer Compliance Automation tools (turning shipping into audit trails). With AI-accelerated shipping increasing evidence requirements and auditors demanding provenance chains, manual audit prep no longer scales. The article reviews top tools per category and explains how to build and roll out the full stack.