Evidence over promises

How LyraShield AI started

After processing 6.8 billion tokens across 2,728 AI coding sessions, our founder noticed something: the most-used tool in his AI workflow wasn't a scaffolding generator or a UI builder — it was a security review plugin, run 232 times. The insight was simple:AI can write code quickly, but most review processes haven't adapted.

Traditional security tools were built for human-written code with human review cadences. AI-generated code changes the equation: code arrives faster, patterns are different, and the review bottleneck shifts from "who writes it" to "who verifies it." LyraShield AI was built to close that gap with a methodology that preserves evidence provenance, coverage limits, and retest state as separate, inspectable facts.

Our mission

We do not claim that a clean scan proves an app is secure. We do not claim universal coverage. We record what was checked, what was verified, and what remains uncertain — then produce an immutable report that stakeholders can inspect. The Vibe Security 50 framework defines 43 code/URL review controls and 7 that require operational or human evidence outside the scan, so you always know the boundary of what a scan can and cannot establish.

Our approach

Evidence states

Every finding carries one of four states: detected candidate, independently verified, retest-confirmed, or inconclusive. A score never overrides these facts.

Coverage receipts

The Vibe Security 50 framework records per-control coverage: completed, limited, skipped, or not-applicable. You know exactly what was and was not checked.

Deterministic retests

When a fix is applied, a server-owned deterministic retest checks whether the condition is actually absent — not just whether the scanner stopped reporting it.

Immutable reports

Assurance reports are frozen at creation time with tamper-evident manifests. They can be shared with stakeholders without risk of silent modification.

Founder

What we believe

• 01

  A clean scan is not a security guarantee. A score is an interpretation aid derived from evidence. It does not override the underlying findings, coverage limits, or retest receipts.

• 02

  Coverage is a fact, not a feeling. Which checks completed, were limited, were skipped, or did not apply — including retained limitations — must be visible on every report.

• 03

  Evidence states are not interchangeable. Detected, independently verified, retest-confirmed, and inconclusive are separate states with distinct meanings. Scanner confidence alone never creates a verified state.

• 04

  Fix proposals require approval binding. No Fix PR is opened until a server-generated patch is bound to an exact approval. The human stays in the loop.

• 05

  AI-built apps need AI-aware security. Agent rule injection, MCP misconfiguration, and prompt-injected code paths are real risks that traditional SAST tools were not designed to catch.

Contact

For a security vulnerability, follow the coordinated disclosure process so the report reaches the monitored mailbox with the detail we need. For partnership or product questions, email abuse@lyrashieldai.com. Registration is open in the beta — create a free account to start a release record.