A new era of threat hunting is here
Vibe Hunting
Combining human intuition with machine reasoning for outcomes
Threat actors are now Vibe Hacking
Attackers can fully rely on AI to automate the entire attack kill chain with minimal technical expertise.
According to Anthropic’s August 2025 report, AI models are being misused to run complex operations with minimal human skill. Adversaries move faster, hide better, and blend into normal behavior.
What once required time, human intervention, and context can be done with a few prompts to perform reconnaissance, credential harvesting, lateral movement, exfiltration, and more to get around static detections.
Uncovering intent and behavioral anomalies are a must to counter compressed timelines and increasing sophistication.
Start
vibe hunting
Ask plain-language questions and get clear, context-driven outcomes that guide your next step. No query languages. No tool juggling. Just insight.
hunt for outcomes
Understand INTENT, NOt just indicators
Accessible to Every Defender - not just specialized hunters
how it works
Start with a question
Have there been unusual network traffic patterns and connections in the past week?
Refine or pivot
Add exclusions, focus on certain endpoints, or follow interesting findings. The agents adapt and keep track of your reasoning.
hunt summarY
Transparency in agent reasoning that provides context and confidence in recommendations for you to action.
Frequently Asked Questions
Vibe Hunting represents a new approach to threat hunting. Here are the most common questions about what that means in practice.
Vibe Hunting is the meeting of human intuition with machine reasoning in threat hunting agents. Instead of memorizing query languages or juggling multiple tools, defenders can ask questions in plain language and get back explainable, data-driven answers that enable faster explorations, testing, and validation.
Elite hunters can explore an order of magnitude more hypotheses in less time, while would-be hunters can finally hunt without needing years of syntax or tool expertise.
No. Vibe Hunting enables any network defender to hunt using guided workflows, turning intuition into actionable investigation steps without needing deep hunting expertise.
No. Most co-pilots summarize or suggest. Vibe Hunting reasons. It uses agentic systems that mirror threat hunting workflows: understanding context, testing hypotheses, and explaining their logic as they go. The result isn’t just an answer, it’s a traceable process to trust.
No. Vibe Hunting isn’t built to replace, but to empower and extend you and your team. If you’re a hunter, this is your platform, and if you’re not a hunter, vibe hunting enables you to become one. The AI handles the translation, correlation, and data collection. You decide what’s worth pursuing and what it means.
Traditional threat hunting starts with research, data normalization, preparation, hypothesis and a query language.
Vibe Hunting lets defenders express their ideas in natural language, then builds and tests hypotheses automatically. You still control the logic. The system just accelerates the loop from suspicion to insight.
The playground uses pre-prepared, normalized, and enriched telemetry data along with synthetic attack behaviors for testing and simulation.
Vibe Hunting is available within the Nebulock platform. Reach out to our team to see how it works in your environment.
