Parry vs. the eight-tool security stack.
Most teams don't have one security platform. They have four scanners wired into Actions, a dashboard nobody opens, and a Slack channel where findings go to die. Parry is the layer that makes that stack legible.
Three reframes
Noise → signal.
A multi-tool stack reports the same dependency CVE from two scanners and the same hard-coded secret from three. Parry fingerprints everything and shows it once, with provenance back to every engine that flagged it.
Scattered dashboards → one verdict.
Stop context-switching across tool UIs to ask 'is this PR safe to merge.' Parry's answer is on the commit, in GitHub, where the review already happens.
Manual triage → lifecycle.
A scanner without lifecycle is a scanner that re-asks every question on every run. Parry tracks open → fixed → suppressed → accepted automatically. A finding that disappears is marked fixed. A finding you suppressed stays suppressed across refactors.
Pattern-matching → reasoning, on consent.
Deterministic scanners catch what they were written to catch. Auth bypasses, IDOR, unsafe data flow, cryptographic misuse — those slip through. Parry's AI Review reads your diff for the logic bugs scanners miss, and ships fixes as inline GitHub suggestions. Off by default, even on paid plans. Secrets and .env files are stripped before transmission. No bolt-on AI vendor to procure separately.
Side by side
| Axis | the eight-tool security stack | Parry AI |
|---|---|---|
| Setup | Per-tool wiring in CI | One GitHub App install |
| Coverage | Whatever you remembered to add | Ten scopes, multi-engine reconciliation in each |
| Verified secrets | Regex matches you triage by hand | Live-validated against the provider API |
| Dependency CVEs | Every transitive import flagged | Reachable-only by call-graph analysis |
| Supply-chain posture | Spreadsheet you forgot to update | OSSF Scorecard grade per repo |
| Sensitive-data flow | Not in the stack | PII tracked from input to log/third-party |
| DAST | Separate vendor, separate UI | Baseline scan against staging, in the same feed |
| Built-image scanning | Separate vendor or skipped entirely | Point at any registry image — same feed, same lifecycle |
| License compliance | Procurement spreadsheet | GPL/AGPL flagged at PR time |
| Procurement SBOM | Generate manually from N tools | CycloneDX download per scan, one click |
| Custom policy gates | Wishful thinking | Drop a .rego file in policy/ — runs on every push |
| Duplicate findings | Yes | Reconciled by fingerprint across engines |
| Lifecycle tracking | Manual or none | Automatic; suppress-once-applies-to-all |
| Logic-flaw review | Not in the stack | AI Review, opt-in, redacted payload |
| PR gating | Per-tool, all-or-nothing | One Check Run, net-new only by default |
| Suppressions survive refactor | Often no | Yes, keyed to correlation |
| Engine pinning | Up to you | Pinned by digest, updated on our cadence |
| Audit trail | Stitched from logs | Built in, exportable |