https://gist.github.com/timsonner
https://gist.github.com
Multi-language security researcher with deep expertise in Windows administration, infrastructure automation, and emerging AI agent integration. Bootcamp-trained full-stack developer who rapidly evolved into a specialized security tooling and agent orchestration specialist.
- Go – Network reconnaissance, malware research, system utilities
- PowerShell – Windows administration, Active Directory, system hardening
- Python – AI agent integrations, security automation, scripting
- JavaScript/TypeScript – Full-stack web apps, infrastructure dashboards
- Swift/iOS – Mobile security tooling and utilities
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AI Agent Integration (dominant recent focus)
- Heavy investment in MCP (Model Context Protocol) server ecosystem
- Custom Antigravity, Hermes, OpenCode integrations
- Building "reasoning loops" for autonomous agents
- Ralph Wiggum pattern (decision-making agents)
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Windows Security & Exploitation
- Active Directory attacks, privilege escalation techniques
- Registry hijacking, DLL injection, service manipulation
- Windows Defender introspection and evasion
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DevOps/Infrastructure as Code
- Docker, Proxmox, Guacamole orchestration
- Linux hardening and networking
- Service containerization for agent backends
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Network Tools & Reconnaissance
- Subdomain enumeration, IP scanning, reverse DNS
- Goroutine-based concurrent tools (favors Go for parallelism)
- Pragmatic: Working POCs over perfect abstractions
- Fast iteration: Frequent experiments, quick pivots
- Integration-focused: Gluing different systems/APIs together
- Low ceremony: Minimal scaffolding, maximal functionality
- Security-first mindset: Aware of attack surfaces, evasion techniques
Specialized role bridging AI agents > system infrastructure Building bridges that let Claude/Gemini/specialized agents safely execute complex tasks across Windows and Linux environments. The concentration of MCP servers and agent integrations suggests active work enabling AI automation for DevOps/security workflows.