Violetta Bonenkamp

Founder & Multi-Agent Systems Architect | Mean CEO & Fe/male Founder

Sources checked

ABOUT

Violetta Bonenkamp is an AI founder and systems architect who writes on autonomous startup operations at blog.mean.ceo. Violetta specializes in building asynchronous multi-agent coordination architectures that leverage session keys for identity, 15-minute cron heartbeats, and decentralized event buses to run enterprise operations with minimal human oversight.

Areas of focus

Agents & automation Strategy & governance

Professional niches

AI Solutions Architect AI Product Manager

THE WORK BEHIND THE PROFILE

Proof of Work

Add work ↗

implementationChecked Sep 20, 2026

Multi-Agent Cron Heartbeat & Scoped Key Architecture for Solo Founders

System architecture paper detailing decentralized multi-agent synchronization using 15-minute cron heartbeats, state reconciliation in SQLite, and scoped API key boundaries.

Scope & limitations

Requires aggressive session expiry pruning to prevent database bloat over extended unattended runs.

Context: Node.js, SQLite, Cron daemon, Telegram API, and Anthropic Claude 3.5.

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