AI SAST for dev teams vs. for founders

ShipSafe vsCorgea

Corgea is a genuinely good AI-native SAST with auto-fix, and, like us, it targets AI-written code. The difference is who it's for, and that our fix PR re-scans itself to prove the fix worked instead of just reporting accuracy.

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Straight talk

The honest version

Credit where it's due: Corgea is one of the strongest AI-native SAST tools out there. It combines LLMs with AST analysis to find business-logic, auth, and code flaws, auto-generates fixes with high reported accuracy, and opens a pull request with the change. It even layers on top of scanners like Semgrep, Snyk, and GitHub Advanced Security. If you're a dev or AppSec team, it's excellent.

That's also the difference. Corgea is built for engineering teams inside a PR/CI workflow — connect your scanners, get fixes as pull requests, review them in your pipeline. It assumes you already think like a security-minded developer.

ShipSafe is built for the founder who doesn't. Paste a GitHub URL — no scanner stack to connect, no CI, no PR workflow — and get a plain-English report of what's exposed plus a fix prompt you drop straight into Cursor. Same enemy (AI-written bugs), different user.

Side by side

ShipSafe vs Corgea, side by side

ShipSafe

Corgea

AI-native logic analysis

ShipSafeYes — IDOR, broken auth, ownership

CorgeaYes — AI + AST finds logic & auth flaws too

Auto-fix delivery

ShipSafeCopy-paste fix prompt — you stay in control

CorgeaAuto-generated fix PRs, high reported accuracy

Who it's built for

ShipSafeSolo founders, no security background

CorgeaDev & AppSec teams

How you run it

ShipSafePaste a GitHub URL · ~2 min

CorgeaConnect repos/scanners, PR + CI workflow

Output style

ShipSafePlain-English report you can act on alone

CorgeaEngineering-grade fix PRs to review in CI

Setup friction for a non-dev

ShipSafeNone — just a URL

CorgeaBuilt around a CI/PR pipeline

Pricing model

ShipSafeFlat $0–$49/mo, self-serve

CorgeaTeam / enterprise, via sales

Proof the fix actually worked

ShipSafeFix PR re-scans the changed file and attaches a 're-verified resolved' receipt

CorgeaHigh reported auto-fix accuracy, asserted not re-scanned

Catches secrets in your deployed app

ShipSafeScans live JS bundles for keys shipped to the browser, then calls the provider to prove the key is live

CorgeaSource/SAST scope, a bundle-only leak isn't in the repo

Review on every pull request

ShipSafeGitHub App: inline, diff-aware security review on the lines you changed, pass/fail check, no CI setup

CorgeaFix PRs plus checks, assumes you've wired up CI

Auto-remediation at codebase scale

ShipSafeOne-shot fix prompt or a single self-verifying fix PR

CorgeaMature engine that triages and fixes findings across a whole codebase

Where Corgea is the right call

You're a dev or AppSec team that wants AI auto-fixes delivered as pull requests.
You already run Semgrep, Snyk, or GHAS and want AI to triage and fix their findings.
You live in a CI/PR workflow and want security to fit right there.
You want auto-remediation at scale across a codebase, not a one-shot read.

Where it leaves a solo founder exposed

It assumes a developer's PR/CI workflow — more than a founder wants for a quick safety check.
Best value comes when layered on a scanner stack you may not have.
Output is engineering-grade (fix PRs), not 'here's what's exposed' in plain English.
Onboarding and pricing are team-oriented, via sales.
Auto-fix accuracy is reported, not re-verified: ShipSafe re-scans the fixed file and attaches a 're-verified resolved' receipt so a non-dev can trust it shipped.
Source-level SAST won't catch a secret that only ships in your deployed JS bundle, and won't call the provider to prove a leaked key is still live.

Frequently Asked Questions

Corgea vs ShipSafe — aren't they the same?

Both target AI-written code with AI analysis, and both are good at it. The difference is the user: Corgea is built for dev/AppSec teams who want auto-fix pull requests inside CI. ShipSafe is built for a solo founder who pastes a GitHub URL and wants a plain-English answer plus a fix prompt for Cursor.

Does ShipSafe auto-fix my code?

ShipSafe gives you a copy-paste AI Fix Prompt you drop into your editor, so you stay in control. Corgea opens fix PRs for you to review — great if you're a team in a CI workflow.

Which is more accurate?

Both use AI for context-aware detection. Corgea reports high auto-fix accuracy for dev teams; ShipSafe optimizes for a founder understanding and shipping the fix fast. Use whichever matches how you work.

Can I use both?

Yes — ShipSafe for the fast plain-English read, Corgea if you want auto-fix PRs wired into your pipeline.

Same enemy. Built for you, not your CI.

Paste your GitHub URL. No scanner stack, no pipeline. The AI-code bugs that matter, in plain English, with a fix you paste into Cursor.

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This is an independent comparison provided for informational purposes. All product names, logos, and brands are the property of their respective owners; ShipSafe is not affiliated with, endorsed by, or sponsored by them. Statements about other products reflect publicly available information at the time of writing and may change, so please verify current details on each provider’s own website.