AI Engineering

Geolocate From Pixels identifies where and when a photo or video was taken from visual clues like signs, plates, roads, poles, vegetation, and shadows. Use it to verify a claimed location or estimate time without GPS or EXIF.

Graph The Network helps build an entity-relationship graph for investigations with typed nodes, edge provenance, confidence, aliases, and time bounds. Use it when a list has grown into a network and you need shared infrastructure, bridges, or the real principal behind a frontman.

Hunt A Handle enumerates a username across many platforms and helps correlate which accounts likely belong to the same person. Use it for handle OSINT, cross-platform account checks, and turning a screen name into leads for further verification.

Investigate Anything routes open-source investigations from a starting selector to the right workflow and sets scope, collection, source grading, and hypothesis testing. Use it to turn vague OSINT or due-diligence requests into a documented plan.

Choose an LLM model with evidence by running a bake-off on free-tier APIs. Compares candidates using your actual prompts and a predefined selection criterion.

Pattern Of Life From Socials analyzes public social accounts for metadata, network ties, content clues, and posting-time habits. Use it to profile an account, map associates, infer routine or timezone, or archive a profile before deletion.

Set a default reasoning effort for AI agents to avoid using deep thinking on easy tasks, reducing costs from output tokens. Validate configuration and define when escalation is warranted.

Cut LLM spend by routing bulk work to a cheap model and escalating only the hard turns to a premium one. Use when the user says their AI bill is too high, asks to "use a cheaper model", or wants two-tier model routing without losing quality on the hard tasks.

Use when starting an X2 project, when the problem domain has no approved epic story set, or when new scope needs stories added to an existing set. Runs problem discovery and produces epic-level stories, then requests gate 1 (stories approved).

Pin an open-weights fallback model with a tested-on date and real smoke prompts, so a removed model results in a quick config change rather than lost time. Ideal when a model might be pulled or deprecated, you depend on a single model, or need failover.

UseOSINT routes names, handles, domains, photos, phones, and other identifiers to the right open-source investigation workflow after scope is set. Use it for lawful verification, due diligence, attribution, and intelligence reporting.

What Leaked About You checks breach exposure for an email, username, phone, or name using HIBP, Pwned Passwords, and commercial breach-search services. Use it to map account exposure, interpret leak records, and audit personal or client data without touching leaked credentials.