Labs

Things we build to stay sharp.

Security leadership works best when it stays hands-on. These are working projects — designed, built, deployed, and operated in-house.

  • Screenshot of NIST CSF 2.0 Assessment

    csf.dollop.com

    NIST CSF 2.0 Assessment

    A guided self-assessment that scores an organization against all 6 Functions, 22 Categories, and 106 Subcategories of the NIST Cybersecurity Framework 2.0 — then delivers a prioritized gap report as a PDF.

    Next.js / PostgreSQL / PDF reporting

    Visit csf.dollop.com ↗ (opens in a new tab)
  • Screenshot of MuniMusic

    munimusic.com

    MuniMusic

    San Francisco in concert. Every Muni bus, metro train, cable car, and streetcar becomes an instrument in a live generative composition driven by real-time transit data.

    Featured by KQED

    GTFS-Realtime / Web Audio API / MapLibre

    Visit munimusic.com ↗ (opens in a new tab)
  • Screenshot of NoyoMap

    noyomap.com

    NoyoMap

    A real-time community map of Fort Bragg and the Mendocino Coast — events, dining, lodging, trails, and local alerts in a single view.

    FastAPI / Leaflet / Docker

    Visit noyomap.com ↗ (opens in a new tab)
  • Screenshot of Aerial Predator

    aerialpredator.com

    Aerial Predator

    A unified open-source intelligence platform that fuses aviation, maritime, orbital, seismic, and geopolitical data into one real-time operational picture.

    OSINT / real-time data fusion / geospatial

    Visit aerialpredator.com ↗ (opens in a new tab)