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Codacy alternative for AI-native engineering teams

Codacy grades the code.
Hyrax architects the codebase.

Codacy aggregates linters, coverage and duplication into a quality dashboard, which is a clear way to track standards across many repositories. Hyrax reasons about the codebase instead of grading it, and delivers changes verified against the project test suite.

  • 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 resolve
6audit domains
$0to start, credits included

Verified end to end, with no Codacy handoff

Why teams switch

What changes when Hyrax runs above the tools.

01

Six domains, not one

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

02

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 change is proven against the real system.

03

Context that compounds

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

Comparison

How Hyrax and Codacy make decisions.

Decision criteriaCodacyHyrax
Unit of workThe commit and the pull request, measured against rules.The whole repository, audited continuously across six domains.
Codebase contextStatic analysis per project, with coverage and duplication metrics.A durable map committed to the repository as HYRAX.md and .hyrax/discovery, so it strengthens as the codebase changes.
Output typeIssues, coverage reports and quality gates.Verified pull requests, plus issues ranked by severity and effort.
VerificationA change is validated against Codacy rules, 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 controlThe team resolves issues and merges.A human approves and merges every pull request. Hyrax never merges on its own.
Delivery surfaceGit providers, CI and the Codacy dashboard.GitHub pull requests, with issues and posture in the Hyrax console.
Pricing modelFree for open source, then per seat from around $18 per user 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 Codacy describes itself: www.codacy.com(opens in a new tab)

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

Comments on a diff, or a verified pull request.

Codacy
  1. 01Codacy scans the project against its rule set.
  2. 02Issues arrive as a list to triage, with severity attached.
  3. 03The team decides what is worth resolving, 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-controlled. Verified before merge. 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 upgrades arrive as verified pull requests. A human merges every one.

The verdict

Both tools solve real problems.

Choose Codacy if

The need is a consistent quality score and coverage reporting across a large number of repositories, in one dashboard. Codacy is a straightforward way to get it.

Choose Hyrax if

A grade describes the problem without moving it. Hyrax ranks issues by severity and effort, then delivers verified pull requests that change the number.

Codacy pricingFrom ~$18/user/mo

Free for open source, then per seat.

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 Codacy and Hyrax.

Does Hyrax work alongside Codacy?

Yes, and most teams run both. Codacy 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 Codacy setup has to change.

What does Hyrax change in the repository?

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.

How does pricing work?

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.

What happens after signup?

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 issues ranked by severity and effort. The first verified pull requests follow once an audit is approved.

Start free

Build what you're proud to ship.

Bring a Codebase Architect to your AI-native engineering workflow.

Start free

Hyrax is free to start. Full product, $30 starter credit, $10/month of credits. No credit card.