A lot of this ships through Scott’s Lab. The notes below cover what each project is for — use the sidebar to open the live tools, posts, and repos.

EventID-Scraper Link to heading

Faster Windows security event lookups during detection engineering. Aggregates Event ID context from authoritative sources so analysts spend less time tab-hopping and more time deciding.

Stack: Python · web scraping · security research
Use when: Log analysis, detection rule authoring, threat hunting

IR-Logger Link to heading

A CLI for incident responders who need organized notes while the investigation is still moving. Logs observations, actions, and findings straight into markdown so the timeline survives the handoff.

Stack: Python · Markdown · CLI
Use when: Active IR, forensic note-taking, investigation tracking

Vulnerability reporting framework Link to heading

Internal Python framework built at the City of Carmel. It ingested vulnerability exports across 40+ network segments, mapped findings to MITRE ATT&CK, and produced dual-format reports — cutting monthly analysis from hours to under 30 seconds.

Stack: Python · MITRE ATT&CK · reporting pipelines
Outcome: Faster triage, clearer leadership briefs, less spreadsheet archaeology

AI agent & MCP automation Link to heading

Hands-on work running AI coding agents and MCP-integrated automation platforms — scheduled agent jobs, sandboxed execution, and credential-scoped workflows. The practical write-up lives in the Lab post on hacking with AI.