Parameter

Parameter provides AI agents that continuously pentest web apps, APIs, and infrastructure for engineering and security

Cybersecurity · AI / ML · DevTools Live product
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10/19/2026

The Problem

Companies that ship software daily rely on security testing that happens once a year. Traditional pentesting engagements take weeks to schedule and scope, cost six figures, and produce a PDF report that is often stale by the time it arrives. After that single snapshot, organizations are left blind to new vulnerabilities for the next 12 months even as their applications keep changing. This leaves a persistent gap between how fast software ships and how infrequently it gets properly tested.

The Solution

Parameter offers AI agents that act as a continuous red team, probing web apps, APIs, and infrastructure around the clock instead of once a year. Customers connect by pointing the platform at their application with just a URL and credentials, with no lengthy scoping process or agents to install. The agents test continuously across APIs, auth flows, and business logic, and every validated finding ships with reproduction steps, a working proof-of-concept, and remediation guidance, viewable in a findings dashboard with status tracking, severity, CWE classification, and assignees. Beyond web app pentesting, the platform covers cloud misconfigurations, supply chain and dependency risks, secrets detection, and a 'Sentinel' reviewer that catches vulnerabilities in pull requests before they merge. Safety controls are built in: agents confirm a vulnerability exists then stop without chaining or escalating, stay scoped to authorized targets, avoid destructive actions, and log a full audit trail of every action taken.

Why Now?

The page frames the problem as a mismatch between daily software shipping and security testing cadence, arguing continuous testing is needed because old annual pentests leave organizations blind for months.