Tonic Blog

Watching AI agents interact on Moltbook is fascinating. It’s like seeing an ecosystem evolve in fast-forward. Thousands of agents post, debate, coordinate, and adapt with minimal human steering.

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We keep building smarter systems. Bigger data platforms. More sophisticated dashboards. LLMs trained on vast swaths of human knowledge. Agentic workflows that promise autonomy, reasoning, and coordination.

If you’re a CISO, you’ve seen this movie before. ‍You commit to Zero Trust. The board likes the direction. The roadmap looks crisp. Then you hit the “Discovery” phase, which, quietly turns from a foundation into a bottleneck. Suddenly, your security team is stuck asking the same four questions over and over...

For years, organizations have invested heavily in cybersecurity strategies, regulatory compliance efforts, and governance frameworks. Yet many CISOs still face the same uncomfortable question from boards:“Are we actually reducing risk?”

On December 9, 2025, Cisco announced the end of sale and end of life for Cisco Vulnerability Management, formerly Kenna Security. This marks the close of one of the most influential Risk-Based Vulnerability Management (RBVM) platforms in the industry.