n8n
Autonomous Agent Orchestration
Visual workflow automation connecting our AI models, honeypot data streams, and defense responses. Evaluating latency and decision-making logic in autonomous cyber-defense pipelines.
Why autonomous orchestration?
The Buildations lab utilizes n8n not merely as an automation tool, but as the connective tissue for autonomous agent research. By wiring local LLM decision matrices directly to infrastructure APIs, we simulate autonomous defense patterns responding to live network threats.
Key References
Wang, L., et al. (2023). "A Survey on Large Language Model based Autonomous Agents." arXiv preprint arXiv:2308.11432.
Connected ecosystem.
n8n orchestrates communication between AI models, security systems, cloud services, and messaging platforms — processing events through visual workflow pipelines.
Bot receives image prompts via Telegram, enhances them with Ollama, generates images with Stable Diffusion XL, returns results to chat.
Routes Wazuh SIEM alerts by severity — low to log, medium to ntfy, high to Telegram with one-tap ban buttons.
Monitors GitHub repo, pulls changes every 5 min, detects modified files, reloads affected services, notifies via ntfy.
Verifies Borg backup integrity daily, checks OneDrive sync status, alerts on failures with retention policy validation.
Ready to automate?
Open the full n8n interface to create and manage your workflows.