How Argus works

From connected repo to merged fix.

Free, no credit card · First findings in minutes · Live in your IDE via MCP

The flow

Four steps, fully automatic.

From a connected repo to a merged fix, Argus runs the loop a security team would — without one.

01

Connect your code

GitHub, GitLab, Bitbucket or Azure DevOps in a couple of clicks — or run it inside your own network.

02

Argus maps & scans

It pictures your code, APIs, dependencies, secrets and cloud setup, and traces the path from a public route to your data.

03

It ranks what matters

Findings are scored by what an attacker can actually reach, so thousands of alerts become the few worth fixing today.

04

It fixes & opens a PR

An AI engineer writes the smallest correct fix, verifies it, and opens a review-ready pull request for a human to merge.

Fits your stack

Works where your team already works.

No new dashboard to babysit — Argus meets your engineers in the repo, the IDE and the tools they ship with.

Source control integrations

IDE & agents integrations

Trackers & chat integrations

An autonomous security team

A specialist for every layer.

Argus isn't one scanner. It's a team of AI agents that work your codebase the way a security org would — from the first commit to the pull request that ships.

Code Auditor

Injection, broken auth and unsafe APIs in your own code.

Logic Auditor

Business-logic flaws and data-flow gaps, surfaced by AI.

Secrets Analyst

Exposed keys, validated Live, Rotated or Test.

Config Auditor

Cloud and container misconfigurations before they merge.

Supply-Chain Analyst

Vulnerable, malicious and hallucinated packages, blocked pre-install.

Risk Correlator

Ranks findings by real reachability and exploitability.

PR Reviewer

Reviews every diff and posts a check your branch can require.

AI Security Engineer

Writes the fix, verifies it, and opens the pull request.

In your workflow

See it in your pull request.

Findings land as a comment and a fix, right where you review code.

Fixes, not tickets.

Every finding arrives with a review-ready change and the reasoning behind it, so engineers merge fixes instead of triaging noise.

Pull request #2487accounts_service.py
ARGUS Agent · bot — Missing authorization check before account closure. Any authenticated user could close another customer's account.
- account.status = "closed"
+ if account.owner_id != request.user.id and not request.user.is_admin:
+ raise PermissionError("not allowed to close this account")
+ account.status = "closed"
Beyond findings

On every scan, you also get.

Exposure map

The paths from the internet to your data, drawn out.

Threat model & attack paths

An automatic view of how your app could be attacked.

Compliance evidence

Audit-ready packs plus SBOM, AIBOM, CBOM, QBOM and HBOM.

Security & data handling

Your code doesn't stick around.

Making security accessible can't mean cutting corners on how your code is handled.

Cloned, scanned, deleted

A temporary copy is scanned then removed. We store findings, never your source.

Or never send code at all

Run inside your own network with the internet off, or upload only an inventory.

Roles, keys & audit logs

Scoped access, your own keys, and a log of every action.

FAQ

Common questions.

How long until I see results?

Minutes. Connect a repo and Argus returns your first ranked findings and an exposure map with no setup calls.

Does my source code leave our environment?

Only if you want it to. Argus clones a temporary copy, scans it, and deletes it — storing findings, never your source. You can also run it inside your own network or send only an inventory.

Do I need a security team to run it?

No. Argus is built for teams with no security hire — it reviews every change, tells you what matters, and opens the fix for you.

Will it slow my developers down?

The opposite. Fixes arrive as ready-to-merge PRs and reviews run automatically, so engineers merge fixes instead of triaging noise.

Ready to ship secure

See the real ways into your system.

Free, no credit card · First findings in minutes · Live in your IDE via MCP