Every repo. Every vulnerability class. Every commit. No exceptions.
Argus deploys a parallel roster of single-purpose AI security specialists against your codebase — each one obsessed with exactly one threat class. SQL injection. Hardcoded secrets. SSRF. And 17 more. One score. Tracked forever.
A security audit that never sleeps, never skips, never forgets
20 Single-Purpose Specialist Agents
SQL Injection, XSS, SSRF, Hardcoded Secrets, Weak Crypto, Command Injection, Auth Bypass, IDOR, Race Conditions, and more. Each agent has thought about nothing but its one threat class. The roster only grows as new vulnerability classes emerge.
Parallel Audit Fan-Out
Every audit fans out across all applicable agents simultaneously. No queue of one. No waiting for one agent to finish before the next starts. Results arrive within minutes of linking or pushing.
Score Per Commit, Forever
Every push triggers a fresh audit. Argus computes a deterministic 0–100 security score after each run and appends it to your repo's history — so you can see exactly which commit introduced a critical finding and which one fixed it.
Cross-Finding Exploit Chain Detection
After all specialists report in, a final Claude Opus pass reviews the combined findings to identify multi-step exploit chains — open redirect chained to SSRF chained to missing CSRF — and surfaces them as composite findings.
Full-Text Finding Search
Find every SQL injection in /api/admin in one query. Postgres full-text search across finding titles, descriptions, and file paths means nothing hides in a list of 1,000+ issues.
Auto-Close Fixed Findings
When a developer ships a fix, Argus detects it on the next push. Findings that are no longer present are automatically marked fixed at the exact commit that resolved them — your score rises without any manual triage.
PDF & Excel Export
Generate a branded PDF audit report with cover, score, severity breakdown, and top findings with code snippets. Or export filtered findings as .xlsx for direct import into Jira or Linear.
Org-Level Agent Control
Disable agents irrelevant to your stack. Add org-specific policy instructions on top of any agent's system prompt. Tune severity weights to match your risk tolerance. Argus fits your security posture, not the other way around.
The Suite
One suite. Every part of your business.
Each product below is live and shipping on the platform.
Developer Tools / AI Infrastructure
[Security] SEC-27: Dependabot or Equivalent — No automated dependency update configuration
Control: SEC-27 Instances: 1 Category: dependency_security No .github/dependabot.yml or renovate.json configuration exists. Security patches in dependencies will not be automatically proposed as PRs.
[Template] TPL-E04: Structured Data — no JSON-LD Organization or WebSite schema
Control: TPL-E04 Instances: 2 Category: tpl_seo No <script type="application/ld+json"> anywhere in src/app. Google's rich-result eligibility relies on these markers. File: N/A Recommendation: Add Or
[Mission Gap] AI-Powered Deal Pipeline & Lead Scoring
Category: core_functionality Severity: critical The mission explicitly promises 'deal pipeline management' and 'AI-powered lead scoring' under Sales & Revenue. No deal pipeline schema, UI, or agent e
[ERR] ERR-06: API Route Try/Catch — 4 route handlers missing error wrapping
Control: ERR-06 Instances: 4 Category: err_api Several API route handlers execute database queries and other async operations without a top-level try/catch block. Unhandled promise rejections in Next
[Performance] PERF-23: Preloading Critical Resources — No preconnect hints for external origins
Control: PERF-23 Instances: 1 Category: perf_resource_loading The root layout contains no preconnect or dns-prefetch hints. While most API calls are server-side and don't benefit from browser-level p
[Security] SEC-02: XSS Prevention — dangerouslySetInnerHTML with server-fetched unsanitized HTML
Control: SEC-02 Instances: 1 Category: owasp src/app/page.tsx renders HTML fetched from shell.growth.marketing.renderHTML() directly via dangerouslySetInnerHTML without DOMPurify or equivalent saniti
From first link to continuous audit in four steps
Link your repository
Click 'Link Repository' and choose your path: one-click audit of any SaaS Factory product you already own, or connect any external GitHub repository via the SF_READER app. No new GitHub App installation required — Argus uses the platform's existing read access.
Argus detonates your codebase
Every file is fetched, stored, and chunked so even large codebases fit within Claude's context window. The orchestrator fans out — one specialist agent per vulnerability class per applicable file batch — all running in parallel.
Findings surface with evidence and remediation
Each agent returns structured findings: severity, CWE, the exact vulnerable lines with a code snippet, and a Claude-authored remediation. Duplicate findings across commits are deduplicated automatically. Critical findings trigger email alerts immediately.
Every future commit is audited automatically
Push to your tracked branch and Argus runs again — no manual trigger needed. Your score timeline grows with every commit. Triage findings, suppress false positives, and watch your score climb as fixes ship.
Serious infrastructure for serious security
Argus is built on the same foundation your production systems demand.
Anthropic Claude — exclusively
Every audit agent calls Claude Sonnet or Opus via the official Anthropic SDK. Fast agents use Sonnet; deep reasoning agents (SSRF, Auth Bypass, Business Logic) use Opus. No other LLM provider is ever invoked.
Temporal-backed reliability
Audit workflows run on Temporal — durable, retryable, and observable. Claude rate limit hits are retried automatically. No audit is silently dropped. Every agent run has a status you can inspect.
Read-only repository access
Argus accesses your code through the SF_READER GitHub App — read-only, scoped, auditable. External repositories are never written to. Your source code is stored securely via the platform's session storage layer.
Budget controls and spend visibility
Set a monthly Claude audit budget per org. The orchestrator pauses before exceeding it. Daily token and cost telemetry is visible on the settings page so you always know your unit economics.