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Qodana alternative for AI-native engineering teams

Qodana inspects the project.
Hyrax architects the codebase.

Qodana brings JetBrains inspections into CI, so the warnings match what developers already see in the IDE. Hyrax operates across six domains and verifies each fix against the project test suite and build before opening a pull request.

Hyrax audits roughly 400 of its own repositories.

Free plan: full access, up to 100 PR reviews a month, a $30 starter credit, and $10/month ongoing.

13verification steps per fix
6audit domains
$0to start, credits included
hyrax/fix-session-timeout
Merge-ready

[Hyrax] Refresh session token before expiry

hyrax-bot wants to merge · +24 −6

13 / 13 checks passed
Baseline test written
Type check
Unit + integration tests
Post-fix audit clean
CI pipeline confirmed
8 more, including isolated worktree, diff size guard and reviewer agent
Verified end to end, with no Qodana handoff

Why teams switch

What changes when Hyrax runs above the tools.

Six domains, not one

Qodana covers its own scanning domain well. Hyrax evaluates security, correctness, maintainability, performance, architecture and operations together.

Verified against the project tests

A rules engine confirms a change satisfies its own rules. Hyrax runs the project test suite and build, so a fix is proven against the real system.

Context that compounds

The map of the codebase lives in the repository and improves with every merge, so the next decision starts from everything learned before it.

Comparison

How Hyrax and Qodana make decisions.

Decision criteria
Qodana
Hyrax
Unit of work
The project, inspected in CI.
The whole repository, audited continuously across six domains.
Codebase context
JetBrains inspections with project level indexing.
A durable map committed to the repository as HYRAX.md and .hyrax/discovery, so it improves as the codebase changes.
Output type
Inspection reports and quality gates.
Verified pull requests, plus findings ranked by severity and effort.
Verification
A change is validated against JetBrains inspections, not the project test suite.
Baseline tests, build, lint and a second reviewer agent run against the project itself before a pull request opens.
Human control
The team fixes issues and merges.
A human approves and merges every pull request. Hyrax never merges on its own.
Delivery surface
CI pipelines, JetBrains IDEs and the Qodana dashboard.
GitHub pull requests, with findings and posture in the Hyrax console.
Pricing model
Community linters free, then per contributor from around $10 per month.
Free plan with a $30 starter credit and $10/month ongoing. Paid is $30 per user per month and each paid user gets $30/month of credits.

Read how Qodana describes itself: www.jetbrains.com/qodana(opens in a new tab)

Start freeGitHub-native. Human-controlled. Verified before merge.

Workflow

Comments on a diff, or a verified pull request.

Qodana
  1. 01Qodana scans the project against its rule set.
  2. 02Findings arrive as a list to triage, with severity attached.
  3. 03The team decides what is worth fixing, makes the edits, and merges.
Hyrax
  1. 01Maps the codebase and keeps the map in the repository
  2. 02Applies architectural judgment across six domains
  3. 03Opens a verified pull request that a human merges
GitHub-native
Human approval before merge
Verified pull requests
No training on customer code

Getting started

From install to the first verified pull request.

01

Install the GitHub App

Grant read access to the repositories in scope. No card is required to start.

02

Hyrax maps the repository

Discovery writes HYRAX.md and .hyrax/discovery into the repository, so humans and AI tools read the same context.

03

Review the first pull request

Approved improvements arrive as verified pull requests. A human merges every one.

The honest verdict

Both tools solve real problems.

Choose Qodana if

The team is standardised on JetBrains IDEs and wants the same inspections enforced in CI. Qodana is the natural fit and stays consistent with the editor.

Choose Hyrax if

Inspection warnings are one input. Hyrax weighs security, correctness, maintainability, performance, architecture and operations, and proves each fix against the project tests.

Qodana pricingFrom ~$10/dev/mo

Community linters free, then priced per contributor.

Hyrax pricing$0 to start

Free plan with a $30 starter credit and $10/month ongoing. Paid is $30 per user per month, and each paid user gets $30/month of credits.

FAQ

Questions about Qodana and Hyrax.

Yes, and most teams run both. Qodana keeps doing its job. Hyrax works at the level of the whole codebase, decides what is worth changing, and delivers verified pull requests. Nothing about the Qodana setup has to change.

Discovery writes HYRAX.md and a .hyrax/discovery directory, which document the architecture, conventions and risk areas of the codebase. Everything else arrives as a normal pull request on its own branch. Hyrax has no write access to the default branch.

The free plan includes full access, a $30 starter credit and $10/month of credits ongoing, with no card required. The paid plan is $30 per user per month, and each paid user gets $30/month of credits. Pull request reviews are included on every plan.

Installing the GitHub App and granting access to a repository takes a few minutes. Hyrax maps the codebase, then runs the first audit and returns findings ranked by severity and effort. The first verified pull requests follow once an audit is approved.

Build what you're proud to ship.

GitHub-native. Human-controlled. Verified before merge.