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ShipSafe
ShipSafe
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 how you use it.

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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

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–$39/mo, self-serve
CorgeaTeam / enterprise, via sales

Credit where due

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.

The catch

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.

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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