AI Governance & Engineering Agent Tools
Key Questions
What trends show the rise in AI-related security threats?
AI attacks have increased 490% with notable OAuth gaps and risks from non-human identities, prompting new governance statistics and enterprise risk frameworks for 2026.
How do Anya Agents assist with security workflows?
Anya Agents provide purpose-built agentic workflows for risk analysis through to remediation, delivering clear and actionable insights for security teams.
What distinguishes an Agentic AI Engineer from a Vibe Coder?
Agentic engineers focus on robust testing and avoiding the 65% trap of flawed outputs, using tools like KaneAI to validate products thoroughly.
Why is OAuth a growing risk in SaaS environments with AI?
Originally designed for convenience, OAuth now exposes hidden threats when AI agents interact with SaaS systems, requiring updated security practices.
What AI tools help engineers with decision intelligence and compliance?
Seeq Intelligence and Accuris AI Assistant provide layers for faster decisions while proving compliance, supporting engineering teams under pressure.
490% AI attack rise, OAuth gaps, non-human IDs; Anya Agents for security, KaneAI testing (65% flaws). Status developing with compliance focus.