The deterministic prober is a family of oracle-gated floors: a finding is emitted only when a
class-specific oracle proves exploitation. The agent swarm then exploits, scopes impact, and
chains it. Coverage is organised by domain, not by individual test.
Web and API
SQL injection, cross-site scripting (reflected, stored, and DOM), SSRF, IDOR and
BOLA/BFLA, authentication bypass, LFI, upload-to-execution, SSTI, XXE, prototype pollution,
GraphQL, CORS, deserialization, NoSQLi, open redirect, mass assignment, host-header
injection, and business-logic abuse across payment, OAuth, and race-condition flows.
Infrastructure
Host, port, and service discovery with an nmap NSE consistency floor, rootDSE-confirmed
Active Directory testing, security headers, cleartext-auth and weak-crypto hygiene,
subdomain takeover, request smuggling, and cloud-storage exposure. Every infrastructure
finding carries a rendered exploit-flow diagram.
Mobile and desktop
Android and iOS through a managed app agent that drives the app on a paired device, with
SSL-pinning and anti-instrumentation handling, plus desktop thick-client and native-app
assessment. Both reuse the web authorization and IDOR probers against the backend API the
client calls.
CVE and crypto hygiene
Tech-stack CVE enumeration with an OSV novelty check on recon fingerprints, a
non-destructive proof-of-concept safety rubric, and crypto and protocol-hygiene classes:
weak crypto and cleartext credential transport.
Discovery and intelligence
A recon pipeline over all-Go scanners, passive attack-surface mapping with a 23-rule
exposure detector (cloud keys, tokens, private keys, database URLs, and stealer or combo
credentials), breach and stealer leak lookup, and a unified threat-intelligence risk score
drawing on OTX, LeakCheck, and sector security news.
Evidence and standards
Caido is the sole proxy and evidence source: verbatim request and response bytes are
re-fetched, never typed by the model. Findings carry OWASP, CWE, and CVSS tags and ship as a
bilingual PDF plus SARIF and XLSX, with a captcha solver for Turnstile, reCAPTCHA, and
hCaptcha at login.