Marcel Velica (@MarcelVelica) on X (Twitter)

Marcel Velica is a creator on X (Twitter) in the 20K–30K follower range, publishing for Cybersecurity and AI strategy professionals at businesses deploying autonomous AI agents, based in United States. Profile last checked 2026-07-03.

| Field | Value |

| --- | --- |

| Platform | X (Twitter) |

| Handle | @MarcelVelica |

| Followers | 20K–30K |

| Indexed under | Software · Security / privacy |

| Market | United States |

| Audience function | automation and agents |

Profile bio

Cybersecurity & AI Expert / Trusted by global businesses / 50K+ LinkedIn followers / Strategy, Risk Management & Digital Protection

What this creator posts about, and who reads it

Recurring topics: AI agent security failures, Autonomous workflow risks, Business AI deployment dangers, Agent access to internal systems

Audience: Cybersecurity and AI strategy professionals at businesses deploying autonomous AI agents

Audience read from this creator’s own recent posts, not from platform-declared categories. It is our reading, and it can be wrong.

Recent content samples

Most AI agent failures will not start with a jailbreak. They will start with a normal request. An agent opens a customer record. Checks internal documents. Triggers a workflow. Builds a report. Touches systems…

Where this creator sits in the wider pool

Koinon Link indexes X (Twitter) creators in Software with grade, authenticity and contactability broken down — see the X (Twitter) × Software breakdown, or the Creator Index Report for the whole index.

This page lists public profile information only. It carries no contact details and no authenticity score. If you are Marcel Velica and want this page removed, request removal.