Offensive Security · Adversary Emulation · AI Systems
I build offensive security tools and AI-powered systems that turn messy real-world problems into repeatable workflows. I like high-signal engineering, practical tradecraft, and platforms that make humans sharper.
AI-driven security challenge engine for realistic environments, structured solve attempts, and iterative learning loops that improve over time.
- Agent workflows with verification + replayability
- Designed around operator control, not blind autonomy
- Instrumented runs: what happened, why, and what to fix next
Offensive security tool for accelerating real operator workflows: analysis, targeting, task automation, and repeatable tradecraft with AI as a copilot.
- Multi-model orchestration (reasoning vs execution roles)
- Tool-driven flows: scan → analyze → plan → verify
- Built for speed, repeatability, and human override
Experience platform that teaches people better communication with AI and trains AI to better communicate with—and understand—humans.
- Practical interaction patterns: clarity, intent, constraints
- Feedback loops that improve outcomes over time
- Focus on measurable improvement (not vibes)
- GitHub: https://github.com/VaheOfficial
- Website: https://dedsec.ai
- Instagram: https://www.instagram.com/_vaheofficial_/