Limitless – AI OSINT search and interactive intelligence sandboxes

Hi HN,

I built Limitless because I wanted to create a unified, high-fidelity platform for Open Source Intelligence (OSINT), dark web collection, and interactive threat training.

Most cybersecurity training systems are either standard slide decks or text-heavy questionnaires. At the same time, actual analyst tools are scattered across hundreds of disconnected command-line scripts and API wrappers.

Limitless merges real analyst tools with a reactive, browser-based training simulator.

The Ecosystem Components: 1. *Feynman (OSINT search): An intelligence search engine that maps digital footprints, uncovers hidden connections, and aggregates intelligence across 200+ online sources instantly. 2. *Sentinel (Darknet Agent):* An autonomous AI agent designed for deep-web collection, learning, and reasoning across darknet forums. 3. *Interactive Training Sandboxes:* Scenario-driven tutorials that teach cybersecurity operations through visual tools: * GEOINT Simulator: Uses Leaflet and coordinates to calculate physical proximity (Haversine formula), supporting tolerance radii and partial scoring. * Steganography Lab: Toggles Red/Green/Blue color channels and bitplane depths on canvas elements dynamically in the browser. * Draggable Chronology & Classification: Drags event timelines and classifies logs using `@dnd-kit`. * Audio & Video Intel: Custom playback speed modulators and zoom canvas overlays.

Localization: Reactive, real-time translations supporting 9 languages (English, Spanish, Portuguese, French, Russian, Hebrew, Arabic, Japanese, and Hindi).

You can explore the interactive intelligence based sandboxes for learning directly https://limitless-osint.com/

I’d love to hear your feedback on the investigative tools (Feynman & Sentinel), the workspace user experience, or what intelligence tools you would like to see us build next.

Thanks!