AI Kampung | SINCON 2025

SINCON 2025 AI Kampung will be featuring Vibe Coding for Security — a hands-on, AI-powered playground where cybersecurity practitioners don't just talk about innovation — they build it.

Whether you are red, blue, or somewhere in between, this is your space to experiment, code, and deploy your own cybersecurity tooling with the help of next-gen AI systems.

What You'll Gain (and Build) 🔧

Your Own Automations

Use Bolt and Claude to create powerful cybersecurity automations — think:

• IOC enrichers that query APIs and build profiles on the fly

• Auto-triage scripts for incoming alerts or suspicious logs

• Scheduled recon tools for external attack surface discovery

You'll leave with automations tailored to your needs, not someone else's product roadmap.

Custom Cybersecurity Toolsets

Prototype new tools in hours, not weeks:

• Red team helpers, e.g., Brok-based phishing builders, C2 experiment scripts

• Blue team utilities, e.g., log parsers, regex matchers, threat correlation dashboards

• Hybrid tools that blur the lines between defence and offence

With Vibe Coding, you can move from "what if" to "it works" — fast.

Deployable APIs with Windsurf

Use Windsurf to take your code live:

• Create cybersecurity APIs that plug into your existing stack

• Deploy agents that watch directories, scan traffic, or trigger alerts

• Build a custom backend in real-time — no DevOps degree needed

You'll learn how to wrap your prototype into a service with minimal friction.

Dashboards You Actually Need

Tired of cybersecurity dashboards that don't speak your language? Build your own:

• SOC visibility boards (SIEM-like overviews)

• Threat activity trackers (by region, actor, TTP)

• Adversary simulation outcome visualisations

You control the data, the logic, and the aesthetics. It's cybersecurity design with soul.

Build Your Own Testbed at Home

Use AI to spin up custom test environments:

• Script attack simulations with real-world TTPs

• Deploy small-scale honeynets or sandbox environments

• Train your own AI models on synthetic data or replayed attacks

Perfect for hands-on experimentation, research, or just levelling up your skills

Explore Red Team Potential — Responsibly

We won't shy away from the offensive side. You are encouraged to explore it:

• Use Grok (an unaligned AI system) to generate novel payloads, phishing narratives, or even creative evasion logic

• Analyse the limits of alignment and where AI begins to take risks

• Create tools that help us understand — and defend against — emerging threats

Red teamers, tinkerers, and curious minds: this is your creative dojo.

The Big Picture 💡

This isn't just a workshop. It's a transformation in how cybersecurity tools are imagined and made. You'll leave with:

• Working prototypes

• AI workflows that accelerate your technical output

• Deployment skills to take things live

• The ability to invest — not just use — cybersecurity tech

Bring Your Toolset. Win the Kampung 🏆

Submit your tool at the end of the session, and stand a chance to be featured as one of SINCON 2025's Best Vibe Coded Cybersecurity Tools. Gain recognition, mentorship, and potentially push your prototype into the open-source community.