Does Eureka only identify problems, or does it help teams fix them?

Eureka provides remediation guidance and, where supported, can help generate a proposed fix and open a pull request for developer review.

Does Autofix merge code automatically?

No. Autofix creates a proposed change for review. Your team retains control of code review, testing, approval, and merge decisions.

How does Eureka help verify that a fix worked?

Eureka can rerun relevant checks and connect validation results to the finding so the team can see whether the issue was resolved.

Can we control which findings are eligible for Autofix?

Yes. Teams can use configured criteria such as severity, exploitability, or priority so automation focuses on the findings that matter most.

How does remediation connect to tickets and pull requests?

Eureka keeps findings connected to tickets, pull requests, status changes, and review decisions so remediation work remains tied to the vulnerability record.

What evidence is captured during remediation?

Eureka records the finding, remediation guidance, fix path, pull request activity, validation, ownership, status changes, and decisions as the work progresses.

PRODUCT · REMEDIATION WORKFLOW

Fix it where you already work.

Eureka doesn't just tell you what's wrong. It shows you the fix, drafts it for you, and opens the pull request, inside the repo, tracker, and pipeline your team already uses.

From finding to verified fix, with the record kept.

Start with a scan See Developer Experience

30-day free trial. No credit card required.

Remediation workflowFix drafted

HighSQL injection · web-api / users/query.tsASVS V5.3.4 · Reachable

Eureka fix draftapi/users/query.tsAI · Draft

12 async function findUser(userId) {
13−  const sql = `SELECT * FROM users WHERE id=${userId}`;
13+  const sql = 'SELECT * FROM users WHERE id = $1';
14+  return db.query(sql, [userId]);
15 }

Parameterized query · +2 −1Open pull request

PR #842 mergedChecks passed · rescan cleanEvidence captured

Step 1 of 5, Guidance on every finding

THE JOURNEY · FIVE MOMENTS

From finding to verified fix.

MOMENT 01

Guidance on every finding

QUESTION TO ANSWER

What am I supposed to do about this?

How Do I Fix It, remediation guidance with secure code

HOW EUREKA ANSWERS

01 · Without Eureka

A scanner points at a line and names a category. Working out the actual fix is on the developer, and that's the slow part.

02 · With Eureka

Eureka enriches every finding with remediation guidance in plain language, what the problem is and how to fix it, no matter which scanner found it. The AppSec expertise is written into the finding, so the developer isn't starting from a search bar.

MOMENT 02

Your code, before and after

QUESTION TO ANSWER

Show me exactly what to change.

LJS-1 · SQL INJECTIONTypeScript

VULNERABLEdata/static/codefixes/dbSchemaChallenge_1.ts

1models.sequelize.query(
2  "SELECT * FROM Products WHERE ((name LIKE '%" + criteria + "%') OR "
3  + "(description LIKE '%" + criteria + "%')) AND deletedAt IS NULL"
4)

SECUREdata/static/codefixes/dbSchemaChallenge_1.ts

1models.sequelize.query(
2  "SELECT * FROM Products WHERE ((name LIKE $1) OR "
3  + "(description LIKE $1)) AND deletedAt IS NULL",
4  { bind: ['%' + criteria + '%'] }
5)

REPLACE STRING-INTERPOLATED SQL WITH A PARAMETERIZED QUERY.

HOW EUREKA ANSWERS

Eureka shows the vulnerable code, the file, the line, the exact snippet, and next to it, what the secure version looks like. Not general advice. Your code, fixed.

MOMENT 03

Autofix

QUESTION TO ANSWER

Can Eureka automate the fix for me?

Autofix drawer, proposed fix ready for review

HOW EUREKA ANSWERS

Press Autofix and an Eureka coding agent takes over behind the scenes. You press one button and come back to a pull request ready for review. Here's what it does while you're gone:

Writes the fix.
Reruns the scan to confirm the vulnerability is actually gone.
Runs your test suite to make sure nothing broke.
Opens a pull request with the change.

It's thorough, not instant, a full scan and your test suite take real time. You don't watch it run; you get a PR when it's done.

MOMENT 04

Automate the fixes worth automating

QUESTION TO ANSWER

Do I have to press the button every time?

HOW EUREKA ANSWERS

No. Automate Autofix on the findings that earn it, set a severity or exploitability-score threshold so the agent only runs on genuinely risky vulnerabilities. High-severity, or part of a red attack scenario? Auto-fix it. Everything else waits for a human. Autofix uses real compute, so thresholds keep it aimed where it matters.

MOMENT 05

Every action is on the record

QUESTION TO ANSWER

How do I prove this later?

Eureka AI activity trace, refined + remediated

HOW EUREKA ANSWERS

Every step writes to the finding's activity history: the scanner that detected it, the AI-refined title and guidance, who snoozed it and until when, and the Autofix that opened the pull request. It builds as the work happens. When someone asks how a vulnerability was handled, the answer is already written, from finding to verified fix.

This is the evidence and audit trail, captured as a by-product of doing the work, not assembled afterward.

WITHOUT EUREKA, AND WITH IT

The same outcome, minus the manual chain.

01 · Without Eureka

Find → research the fix → write it → test it → open the PR → and, months later, dig up how it was handled for the auditor. Days, hands, and gaps in the record.

02 · With Eureka

Find → guidance and the fix are shown → Autofix opens the PR → the record writes itself. The same outcome, minus the manual chain.

FAQ

Frequently asked questions.

From finding to verified fix

See the fix, ship the fix, and keep the record, without leaving your tools.

Start with a scan See how Eureka works

30-day free trial. No credit card required.